{"type":"queue-operation","operation":"enqueue","timestamp":"2026-07-06T23:00:53.015Z","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","content":"<context timezone=\"America/Chicago\" />\n<task from=\"telegram-mg-17796\" time=\"Jul 6, 2026, 5:01 PM\">Script output:\n{\n  \"newPosts\": [\n    {\n      \"slug\": \"a-field-guide-to-claude-fable-finding-your-unknowns\",\n      \"url\": \"https://claude.com/blog/a-field-guide-to-claude-fable-finding-your-unknowns\"\n    }\n  ]\n}\n\nInstructions:\nNew posts were detected on the Claude blog. The script output is in `data.newPosts` — an array of {slug, url} objects.\n\nFor each new post:\n1. Evaluate relevance — prioritize: Claude Code features, agent SDKs, workflows, plugins, founder/engineering org content, security. Skip: customer case studies for specific industries (finance team, sales leader), compliance/partner announcements unless they introduce new capabilities.\n2. For relevant posts: fetch the content using WebFetch and create a wiki source page in /workspace/extra/second-brain/wiki/sources/ following the naming pattern \"Claude Blog - [Short Title].md\". Also create a concept page in /workspace/extra/second-brain/wiki/concepts/ if the post introduces a significant new concept.\n3. Update existing wiki tool pages if a post adds capabilities to an already-documented tool (e.g., Managed Agents updates).\n4. Update /workspace/extra/second-brain/wiki/Home.md — add entries to the Sources section for new source pages and to Concepts for new concept pages.\n5. Update /workspace/extra/second-brain/wiki/Wiki Ingest Log.md with a dated entry noting what was ingested.\n6. Update CLAUDE.local.md if any new monitoring tasks or sources should be noted there.\n7. Message James (telegram-mg-17796) with a concise bullet list of what was new and what was ingested. If nothing was relevant, send a brief note saying the blog was checked and nothing worth ingesting was found.</task>"}
{"type":"queue-operation","operation":"dequeue","timestamp":"2026-07-06T23:00:53.019Z","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601"}
{"parentUuid":null,"isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":"<context timezone=\"America/Chicago\" />\n<task from=\"telegram-mg-17796\" time=\"Jul 6, 2026, 5:01 PM\">Script output:\n{\n  \"newPosts\": [\n    {\n      \"slug\": \"a-field-guide-to-claude-fable-finding-your-unknowns\",\n      \"url\": \"https://claude.com/blog/a-field-guide-to-claude-fable-finding-your-unknowns\"\n    }\n  ]\n}\n\nInstructions:\nNew posts were detected on the Claude blog. The script output is in `data.newPosts` — an array of {slug, url} objects.\n\nFor each new post:\n1. Evaluate relevance — prioritize: Claude Code features, agent SDKs, workflows, plugins, founder/engineering org content, security. Skip: customer case studies for specific industries (finance team, sales leader), compliance/partner announcements unless they introduce new capabilities.\n2. For relevant posts: fetch the content using WebFetch and create a wiki source page in /workspace/extra/second-brain/wiki/sources/ following the naming pattern \"Claude Blog - [Short Title].md\". Also create a concept page in /workspace/extra/second-brain/wiki/concepts/ if the post introduces a significant new concept.\n3. Update existing wiki tool pages if a post adds capabilities to an already-documented tool (e.g., Managed Agents updates).\n4. Update /workspace/extra/second-brain/wiki/Home.md — add entries to the Sources section for new source pages and to Concepts for new concept pages.\n5. Update /workspace/extra/second-brain/wiki/Wiki Ingest Log.md with a dated entry noting what was ingested.\n6. Update CLAUDE.local.md if any new monitoring tasks or sources should be noted there.\n7. Message James (telegram-mg-17796) with a concise bullet list of what was new and what was ingested. If nothing was relevant, send a brief note saying the blog was checked and nothing worth ingesting was found.</task>"},"uuid":"a185c701-3483-4ab3-9dc4-ba12ff8d54e0","timestamp":"2026-07-06T23:00:53.237Z","permissionMode":"bypassPermissions","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"type":"ai-title","aiTitle":"Process new Claude blog posts for wiki","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601"}
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{"parentUuid":"9ffb3633-403d-4b70-9ea2-e739fae48149","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01J6PwYEs6E37xxSVc41PNvm","type":"tool_result","content":"# Blog Post Extract: \"A Field Guide to Claude Fable: Finding Your Unknowns\"\n\n**Title:** A Field Guide to Claude Fable: Finding Your Unknowns\n\n**Date:** July 6, 2026\n\n**Author:** Thariq Shihipar, Member of Technical Staff, Anthropic\n\n**Category:** Claude Code\n\n**Main Topics:**\n- Understanding and identifying \"unknowns\" when working with AI agents\n- Practical strategies for improving agentic coding outcomes\n- Iterative discovery process before, during, and after implementation\n\n**Key Concepts:**\n\nThe author introduces a framework for categorizing unknowns:\n- \"Known Knowns\" (explicit instructions provided)\n- \"Known Unknowns\" (acknowledged gaps in understanding)\n- \"Unknown Knowns\" (obvious information not explicitly stated)\n- \"Unknown Unknowns\" (unconsidered possibilities)\n\nThe core insight: \"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"\n\n**Products/Tools Mentioned:**\n- Claude Fable (primary model discussed)\n- Claude Code\n- Remotion (video editing tool)\n- ffmpeg (video processing)\n- Whisper (transcription technology)\n\n**Techniques & Frameworks:**\n\n*Pre-implementation:*\n- Blind spot pass\n- Brainstorms and prototypes\n- Interviews with Claude\n- Reference-based prompting\n- Implementation plans\n\n*During implementation:*\n- Implementation notes documentation\n\n*Post-implementation:*\n- Pitch and explainer artifacts\n- Quiz-based understanding verification\n\n**Concrete Example:** The author details editing a Fable launch video end-to-end, demonstrating how discovering unknowns about transcription accuracy, video timing, and color grading required iterative collaboration with Claude."}]},"uuid":"10edfe11-2ab9-484d-b718-0290c1f5864a","timestamp":"2026-07-06T23:01:04.881Z","toolUseResult":{"bytes":556021,"code":200,"codeText":"OK","result":"# Blog Post Extract: \"A Field Guide to Claude Fable: Finding Your Unknowns\"\n\n**Title:** A Field Guide to Claude Fable: Finding Your Unknowns\n\n**Date:** July 6, 2026\n\n**Author:** Thariq Shihipar, Member of Technical Staff, Anthropic\n\n**Category:** Claude Code\n\n**Main Topics:**\n- Understanding and identifying \"unknowns\" when working with AI agents\n- Practical strategies for improving agentic coding outcomes\n- Iterative discovery process before, during, and after implementation\n\n**Key Concepts:**\n\nThe author introduces a framework for categorizing unknowns:\n- \"Known Knowns\" (explicit instructions provided)\n- \"Known Unknowns\" (acknowledged gaps in understanding)\n- \"Unknown Knowns\" (obvious information not explicitly stated)\n- \"Unknown Unknowns\" (unconsidered possibilities)\n\nThe core insight: \"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"\n\n**Products/Tools Mentioned:**\n- Claude Fable (primary model discussed)\n- Claude Code\n- Remotion (video editing tool)\n- ffmpeg (video processing)\n- Whisper (transcription technology)\n\n**Techniques & Frameworks:**\n\n*Pre-implementation:*\n- Blind spot pass\n- Brainstorms and prototypes\n- Interviews with Claude\n- Reference-based prompting\n- Implementation plans\n\n*During implementation:*\n- Implementation notes documentation\n\n*Post-implementation:*\n- Pitch and explainer artifacts\n- Quiz-based understanding verification\n\n**Concrete Example:** The author details editing a Fable launch video end-to-end, demonstrating how discovering unknowns about transcription accuracy, video timing, and color grading required iterative collaboration with Claude.","durationMs":5708,"url":"https://claude.com/blog/a-field-guide-to-claude-fable-finding-your-unknowns"},"sourceToolAssistantUUID":"9ffb3633-403d-4b70-9ea2-e739fae48149","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"10edfe11-2ab9-484d-b718-0290c1f5864a","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdpqLz4J3XETrdFhJv8","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"This is a Claude Code post about Claude Fable (a new model) and agentic workflows. This is highly relevant — it's about:\n1. Claude Code features\n2. Agent workflows and prompting strategies\n3. A new model (Claude Fable)\n\nI should ingest this. Let me:\n1. Create a wiki source page\n2. Create a concept page for the \"unknowns framework\" / \"field guide\" methodology\n3. Update Home.md and Wiki Ingest Log.md\n\nFirst, let me look at existing wiki structure to follow patterns.","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":597,"cache_read_input_tokens":31208,"output_tokens":317,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":597},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":317,"cache_read_input_tokens":31208,"cache_creation_input_tokens":597,"cache_creation":{"ephemeral_5m_input_tokens":597,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CcmdpoRteWzaQRCogf8Zz","type":"assistant","uuid":"8f524563-f593-447b-90e9-79e9c1045763","timestamp":"2026-07-06T23:01:09.386Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"cedeab15-a2a8-4f51-b140-e7726c3e70a5","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016BaAwS4nVWS863BKLtgVdx","type":"tool_result","content":"Home.md\nWiki Ingest Log.md\nconcepts\npeople\nreference\nsources\ntools\n0xchromium - Claude Workflows That Run Without You.md\nAI Daily Brief - The 4 AI Team Members Execs Should Hire Right Now.md\nAI Daily Brief - Why Agents Still Need Humans.md\nAdiiX - Claude Trading Bot Architecture.md\nAlpha Batcher - Boris Cherny 5-Day Claude Code Setup.md\nAndrej Karpathy - How I Use LLMs.md\nAuthority Hacker - Claude Code Setup Roast.md\nAuthority Hacker - Claude Opus 4.8 Review.md\nBehind the Craft - Josh Pigford AI Skills Stack.md\nBehind the Craft - Ravi Mehta Context Engineering.md\nBehind the Craft - Ryan Carson Episode.md\nBig Technology Podcast - Boris Cherny Claude Code.md\nBoris Cherny - Self-Verification Loops.md\nCWC - Problem Solvers Max Junestrand Legora.md\nCheeky Pint - 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{"parentUuid":"343fcd4d-8f2c-4397-b3f7-87bd55c4c028","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017fz1L6buzA7Hp8kmBhrhyK","type":"tool_result","content":"1\t# Claude Blog — A Harness for Every Task: Dynamic Workflows in Claude Code\n2\t\n3\t**Source:** https://claude.com/blog/a-harness-for-every-task-dynamic-workflows-in-claude-code\n4\t**Authors:** Thariq Shihipar & Sid Bidasaria (Anthropic, Claude Code team)\n5\t**Date:** June 2, 2026\n6\t**Reading time:** 5 min\n7\t\n8\t## Summary\n9\tClaude Code can now write its own JavaScript harness on the fly — custom-built for the task. Called \"dynamic workflows,\" this replaces the need for external orchestration tools (OpenCode, Tutti, etc.) for most use cases.\n10\t\n11\t## Key concept\n12\tWorkflows are JavaScript files with special functions that spawn and coordinate subagents. They're triggered by asking Claude directly or using the `ultracode` keyword. Save with `s` in the workflow menu → stored in `~/.claude/workflows`. Distribute via skills.\n13\t\n14\t## Why it matters\n15\tThree failure modes in single-context agentic work:\n16\t- **Agentic laziness** — Claude stops early, declares partial work done\n17\t- **Self-preferential bias** — Claude favors its own outputs when verifying\n18\t- **Goal drift** — objectives lose fidelity over many turns / context compaction\n19\t\n20\tSeparate subagents with isolated context windows solve all three.\n21\t\n22\t## The 6 workflow patterns\n23\t\n24\t| Pattern | What it does |\n25\t|---------|-------------|\n26\t| **Classify-and-act** | Route tasks to different agents based on type |\n27\t| **Fan-out-and-synthesize** | Parallel work → merge structured results |\n28\t| **Adversarial verification** | Separate agent verifies outputs against a rubric |\n29\t| **Generate-and-filter** | Create many → filter by quality criteria |\n30\t| **Tournament** | Agents compete with different approaches; judge picks winner |\n31\t| **Loop until done** | Repeat until condition met (not fixed iterations) |\n32\t\n33\t## Notable use cases from the post\n34\t- **Migrations/refactors** — Bun used it for Zig→Rust rewrite: parallel subagent fixes + adversarial review\n35\t- **Deep research** — fan-out searches, fetch sources, adversarial claim verification, cited synthesis\n36\t- **Root-cause investigation** — independent hypothesis generation from disjoint evidence (prevents self-bias)\n37\t- **Memory & rule adherence** — verification agents check against rule sets; miners extract corrections from past sessions\n38\t- **Model routing** — classifiers choose optimal model per task complexity\n39\t- **Evals** — lightweight eval systems comparing outputs against criteria\n40\t- **Triaging at scale** — classify, deduplicate, quarantine untrusted content from high-privilege actions\n41\t\n42\t## Dynamic vs. static workflows\n43\t- **Dynamic** (this feature) — Claude Opus 4.8 writes the harness on the fly, custom per task\n44\t- **Static** — Claude Agent SDK or `claude -p` — works generically across edge cases\n45\t\n46\t## When NOT to use\n47\tWorkflows consume significantly more tokens. Don't use for routine coding tasks that don't require parallel review or multiple subagents.\n48\t\n49\t## Related\n50\t- [[Claude Code Dynamic Workflows]] — concept page\n51\t- [[Claude Code Agent Teams]] — complementary native feature\n52\t- [[Claude Code Subagents]] — simpler delegation without full workflow\n53\t- [[Long-Running Agent Primitives]] — reliability primitives for long-horizon workflows\n54\t"}]},"uuid":"af41480e-d10e-498c-9f54-608cda84028e","timestamp":"2026-07-06T23:01:19.749Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/wiki/sources/Claude Blog - Dynamic Workflows in Claude Code.md","content":"# Claude Blog — A Harness for Every Task: Dynamic Workflows in Claude Code\n\n**Source:** https://claude.com/blog/a-harness-for-every-task-dynamic-workflows-in-claude-code\n**Authors:** Thariq Shihipar & Sid Bidasaria (Anthropic, Claude Code team)\n**Date:** June 2, 2026\n**Reading time:** 5 min\n\n## Summary\nClaude Code can now write its own JavaScript harness on the fly — custom-built for the task. Called \"dynamic workflows,\" this replaces the need for external orchestration tools (OpenCode, Tutti, etc.) for most use cases.\n\n## Key concept\nWorkflows are JavaScript files with special functions that spawn and coordinate subagents. They're triggered by asking Claude directly or using the `ultracode` keyword. Save with `s` in the workflow menu → stored in `~/.claude/workflows`. Distribute via skills.\n\n## Why it matters\nThree failure modes in single-context agentic work:\n- **Agentic laziness** — Claude stops early, declares partial work done\n- **Self-preferential bias** — Claude favors its own outputs when verifying\n- **Goal drift** — objectives lose fidelity over many turns / context compaction\n\nSeparate subagents with isolated context windows solve all three.\n\n## The 6 workflow patterns\n\n| Pattern | What it does |\n|---------|-------------|\n| **Classify-and-act** | Route tasks to different agents based on type |\n| **Fan-out-and-synthesize** | Parallel work → merge structured results |\n| **Adversarial verification** | Separate agent verifies outputs against a rubric |\n| **Generate-and-filter** | Create many → filter by quality criteria |\n| **Tournament** | Agents compete with different approaches; judge picks winner |\n| **Loop until done** | Repeat until condition met (not fixed iterations) |\n\n## Notable use cases from the post\n- **Migrations/refactors** — Bun used it for Zig→Rust rewrite: parallel subagent fixes + adversarial review\n- **Deep research** — fan-out searches, fetch sources, adversarial claim verification, cited synthesis\n- **Root-cause investigation** — independent hypothesis generation from disjoint evidence (prevents self-bias)\n- **Memory & rule adherence** — verification agents check against rule sets; miners extract corrections from past sessions\n- **Model routing** — classifiers choose optimal model per task complexity\n- **Evals** — lightweight eval systems comparing outputs against criteria\n- **Triaging at scale** — classify, deduplicate, quarantine untrusted content from high-privilege actions\n\n## Dynamic vs. static workflows\n- **Dynamic** (this feature) — Claude Opus 4.8 writes the harness on the fly, custom per task\n- **Static** — Claude Agent SDK or `claude -p` — works generically across edge cases\n\n## When NOT to use\nWorkflows consume significantly more tokens. Don't use for routine coding tasks that don't require parallel review or multiple subagents.\n\n## Related\n- [[Claude Code Dynamic Workflows]] — concept page\n- [[Claude Code Agent Teams]] — complementary native feature\n- [[Claude Code Subagents]] — simpler delegation without full workflow\n- [[Long-Running Agent Primitives]] — reliability primitives for long-horizon workflows\n","numLines":54,"startLine":1,"totalLines":54}},"sourceToolAssistantUUID":"343fcd4d-8f2c-4397-b3f7-87bd55c4c028","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"9fcda1da-a1cd-4ea3-a904-c1539ef6a636","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QZEU4w5WgRfXMGNgPsvuoK","type":"tool_result","content":"1\t# Claude Code Dynamic Workflows\n2\t\n3\t**Type:** Native Claude Code feature\n4\t**By:** Anthropic\n5\t**Introduced:** ~June 2026 (Claude Opus 4.8 era)\n6\t**Trigger:** Ask Claude directly, or use the `ultracode` keyword\n7\t**Docs:** https://claude.com/blog/a-harness-for-every-task-dynamic-workflows-in-claude-code\n8\t\n9\t## What it is\n10\tClaude Code writes its own JavaScript orchestration harness on the fly, custom-built for the task at hand. Rather than using a fixed single-context loop, Claude generates a workflow that spawns and coordinates subagents with isolated context windows.\n11\t\n12\t## How to use\n13\t- Say \"use ultracode\" or describe a complex multi-step task and Claude will propose a workflow\n14\t- Press `s` in the workflow menu to save it → `~/.claude/workflows`\n15\t- Distribute saved workflows via skills\n16\t\n17\t## The 6 patterns\n18\t\n19\t| Pattern | Use when |\n20\t|---------|----------|\n21\t| **Classify-and-act** | Tasks vary by type and need different handling |\n22\t| **Fan-out-and-synthesize** | Work can be parallelized and results merged |\n23\t| **Adversarial verification** | Output quality matters; need independent review |\n24\t| **Generate-and-filter** | Quantity first, then quality gate |\n25\t| **Tournament** | Multiple valid approaches; want best one selected |\n26\t| **Loop until done** | Completion is condition-based, not iteration-based |\n27\t\n28\t## Why subagents solve single-context failure modes\n29\t- **Agentic laziness** — subagents can't short-circuit the overall plan\n30\t- **Self-preferential bias** — a fresh context agent verifies without anchoring to prior output\n31\t- **Goal drift** — isolated context windows don't accumulate distracting history\n32\t\n33\t## Token budget guidance\n34\tSet explicit budgets (\"use 10k tokens per subagent\") — workflows consume significantly more than single-context runs. Reserve for high-value, complex tasks.\n35\t\n36\t## Relationship to other orchestration tools\n37\t\n38\t| | Dynamic Workflows | Agent Teams | Claude Agent SDK |\n39\t|--|--|--|--|\n40\t| Harness authoring | Claude writes it | You configure via flag | You write code |\n41\t| Worktree isolation | Optional | No | Optional |\n42\t| Model routing | Yes (per subagent) | No | Yes |\n43\t| Versioned config | Save to `~/.claude/workflows` | No | Yes (code) |\n44\t| Use case | Per-task custom orchestration | Parallel teammates | Production pipelines |\n45\t\n46\t## Applicability to James's repos\n47\t- **qip-qien** — Fan-out-and-synthesize (triager + researcher + drafter); adversarial verification for draft quality\n48\t- **congressional-trading** — Fan-out parallel stock research; tournament for competing signal hypotheses; adversarial verification for conviction scoring\n49\t- **Multi-model strategy** — Model routing pattern: classifier subagent selects Sonnet vs Opus vs Gemini per task\n50\t\n51\t## Related\n52\t- [[Claude Blog - Dynamic Workflows in Claude Code]] — source post\n53\t- [[Claude Code Agent Teams]] — parallel teammates (complementary, not redundant)\n54\t- [[Claude Code Subagents]] — simpler single-session delegation\n55\t- [[Long-Running Agent Primitives]] — reliability patterns for long-horizon work\n56\t"}]},"uuid":"d29dbdbf-1e3a-407a-b4b8-2dd6802ec323","timestamp":"2026-07-06T23:01:19.958Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/wiki/concepts/Claude Code Dynamic Workflows.md","content":"# Claude Code Dynamic Workflows\n\n**Type:** Native Claude Code feature\n**By:** Anthropic\n**Introduced:** ~June 2026 (Claude Opus 4.8 era)\n**Trigger:** Ask Claude directly, or use the `ultracode` keyword\n**Docs:** https://claude.com/blog/a-harness-for-every-task-dynamic-workflows-in-claude-code\n\n## What it is\nClaude Code writes its own JavaScript orchestration harness on the fly, custom-built for the task at hand. Rather than using a fixed single-context loop, Claude generates a workflow that spawns and coordinates subagents with isolated context windows.\n\n## How to use\n- Say \"use ultracode\" or describe a complex multi-step task and Claude will propose a workflow\n- Press `s` in the workflow menu to save it → `~/.claude/workflows`\n- Distribute saved workflows via skills\n\n## The 6 patterns\n\n| Pattern | Use when |\n|---------|----------|\n| **Classify-and-act** | Tasks vary by type and need different handling |\n| **Fan-out-and-synthesize** | Work can be parallelized and results merged |\n| **Adversarial verification** | Output quality matters; need independent review |\n| **Generate-and-filter** | Quantity first, then quality gate |\n| **Tournament** | Multiple valid approaches; want best one selected |\n| **Loop until done** | Completion is condition-based, not iteration-based |\n\n## Why subagents solve single-context failure modes\n- **Agentic laziness** — subagents can't short-circuit the overall plan\n- **Self-preferential bias** — a fresh context agent verifies without anchoring to prior output\n- **Goal drift** — isolated context windows don't accumulate distracting history\n\n## Token budget guidance\nSet explicit budgets (\"use 10k tokens per subagent\") — workflows consume significantly more than single-context runs. Reserve for high-value, complex tasks.\n\n## Relationship to other orchestration tools\n\n| | Dynamic Workflows | Agent Teams | Claude Agent SDK |\n|--|--|--|--|\n| Harness authoring | Claude writes it | You configure via flag | You write code |\n| Worktree isolation | Optional | No | Optional |\n| Model routing | Yes (per subagent) | No | Yes |\n| Versioned config | Save to `~/.claude/workflows` | No | Yes (code) |\n| Use case | Per-task custom orchestration | Parallel teammates | Production pipelines |\n\n## Applicability to James's repos\n- **qip-qien** — Fan-out-and-synthesize (triager + researcher + drafter); adversarial verification for draft quality\n- **congressional-trading** — Fan-out parallel stock research; tournament for competing signal hypotheses; adversarial verification for conviction scoring\n- **Multi-model strategy** — Model routing pattern: classifier subagent selects Sonnet vs Opus vs Gemini per task\n\n## Related\n- [[Claude Blog - Dynamic Workflows in Claude Code]] — source post\n- [[Claude Code Agent Teams]] — parallel teammates (complementary, not redundant)\n- [[Claude Code Subagents]] — simpler single-session delegation\n- [[Long-Running Agent Primitives]] — reliability patterns for long-horizon work\n","numLines":56,"startLine":1,"totalLines":56}},"sourceToolAssistantUUID":"9fcda1da-a1cd-4ea3-a904-c1539ef6a636","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"5ebbbb97-613f-45ff-9a90-2940d8299d95","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WA4srN6PnuFdYQrvBmiAVj","type":"tool_result","content":"1\t# Wiki Index\n2\t\n3\tA catalog of everything in this knowledge base. Updated by Nano on every ingest.\n4\t\n5\t## Tools & Software\n6\t*Guest-endorsed or actively used — not sponsors.*\n7\t- [[Agent Browser]] — Vercel Labs Rust CLI for AI-driven browser automation. Credential vault, accessibility-tree refs, React introspection, HAR recording.\n8\t- [[Devin]] — AI coding agent by Cognition. 15-thread code factory model.\n9\t- [[OpenClaw]] — Open-source AI executive assistant / chief of staff.\n10\t- [[ClawChief]] — Ryan Carson's open-sourced OpenClaw chief-of-staff config.\n11\t- [[Claude Code]] — Anthropic's coding agent. Ryan Carson's preferred coding tool.\n12\t- [[Codex]] — OpenAI's coding agent / browser testing tool.\n13\t- [[Sentry]] — Error monitoring. Used with Devin for automated bug triage.\n14\t- [[Tailscale]] — WireGuard mesh network. Used for remote access to Mac Mini services from phone. Includes full recipe for exposing any local port via `tailscale serve` + launchd.\n15\t- [[Figma]] — Design/wireframing. Visual context layer in Ravi Mehta's system.\n16\t- [[AgentsView]] — Agent token/cost accounting tool. Useful when new frontier-model pricing appears before dashboards and pricing databases catch up.\n17\t- [[Teach Skill]] — `/teach` by Matt Pocock. ZPD-based personalized tutor with persistent learning records. Trigger-based (no idle context cost). Claude Code only. Install: `npx skills add mattpocock/skills --skill teach`.\n18\t\n19\t## Anthropic Official Repos & Resources\n20\t*Official Anthropic repositories — tools, SDKs, plugins, and reference implementations.*\n21\t- [[Anthropic Skills Repo]] — Reference implementations of the Claude Agent Skills system. Template for building custom skills.\n22\t- [[Claude Plugins Official]] — Anthropic's curated plugin marketplace for Claude Code. Install via `/plugin install`.\n23\t- [[Ralph Loop Plugin]] — Stop-hook-based autonomous iteration loop. Feeds Claude the same prompt until it outputs a completion promise. For well-defined tasks with clear success criteria and automatic verification.\n24\t- [[Hookify Plugin]] — Create Claude Code hooks from natural language. `/hookify warn me when I use rm -rf` → working hook instantly. No hooks.json editing required.\n25\t- [[Knowledge Work Plugins]] — 18 open-source role-specific plugins (sales, legal, finance, design, engineering, HR, ops, etc.) built on Claude Agent SDK.\n26\t- [[Claude for Legal]] — Deep legal workflow plugin suite (transactional + litigation + learning). Integrates with Westlaw, CourtListener.\n27\t- [[Claude for Life Sciences]] — Research marketplace: PubMed, BioRender, Synapse, Consensus + RNA-seq/Nextflow skills.\n28\t- [[Claude for Healthcare]] — Healthcare marketplace: FHIR developer, prior-auth review, clinical trial protocols + CMS/NPI servers.\n29\t- [[Claude for Financial Services]] — 10 named agents (Pitch Agent, GL Reconciler, Market Researcher, KYC Screener, etc.) + 9 vertical skill bundles (IB, ER, PE, WM, fund admin). Deployable as Cowork plugins or Managed Agent templates.\n30\t- [[Managed Agents]] — Anthropic's hosted agent orchestration platform. Self-hosted sandbox option (tool execution on your infra via outbound-polling worker), mid-session tool/MCP updates, large MCP output auto-offload. Scheduled deployments (cron, no custom infra). Env vars in vaults (credentials injected at network boundary). Opus 4.8 tool-description guidance included.\n31\t- [[Claude Agent SDK Demos]] — 8 local demo apps showcasing Claude Agent SDK patterns (multi-agent, streaming, email, docs).\n32\t- [[Claude Agent SDK TypeScript]] — `npm install @anthropic-ai/claude-agent-sdk`. Node.js 18+. Renamed from Claude Code SDK.\n33\t- [[Claude Agent SDK Python]] — `pip install claude-agent-sdk`. Python 3.10+. In-process MCP servers, hooks as Python functions, CLI bundled in wheel.\n34\t- [[Claude Cookbooks]] — Copy-paste code recipes and notebooks for Claude API (RAG, tool use, multimodal, agents).\n35\t- [[Claude Quickstarts]] — Production-ready starter projects: customer support, computer use, browser automation, coding agent.\n36\t- [[Anthropic Courses]] — 5-course official curriculum: API fundamentals → prompt engineering → real-world prompting → evals → tool use. Jupyter notebooks.\n37\t- [[Anthropic Prompt Engineering Tutorial]] — 9-chapter interactive prompt engineering course with exercise playgrounds. Available direct API and Amazon Bedrock variants.\n38\t- [[Claude Code Action]] — GitHub Action that brings Claude into PR review and CI/CD workflows.\n39\t- [[Defending Code Reference Harness]] — Reference impl for autonomous vuln discovery + human-reviewed patching. gVisor-sandboxed agents. Not actively maintained; Claude Security is the hosted version.\n40\t- [[Scone Bench]] — 417-task benchmark for evaluating LLM agents on smart-contract vuln discovery/exploitation. Historical DeFi incidents, MCP-based, Docker-sandboxed. From Anthropic Red Team.\n41\t- [[Claudes C Compiler]] — Claude Opus 4.6 wrote a dependency-free C compiler in Rust from scratch. Compiles PostgreSQL, SQLite, Linux kernel, FFmpeg. Capability showcase, not production-validated.\n42\t- [[Anthropic Performance Take-Home]] — Open version of Anthropic's original performance engineering take-home. Optimize a VLIW SIMD kernel; Claude Opus 4.5 scored 1,363 cycles vs 147,734 baseline (108× improvement).\n43\t- [[Claude Code Security Review]] — GitHub Action that auto-scans PRs for security vulnerabilities using Claude.\n44\t- [[Claude Desktop Buddy]] — ESP32 desk pet + Bluetooth API reference for makers integrating with Claude Desktop.\n45\t- [[HTML Effectiveness Examples]] — Anthropic's reference collection of single-file HTML artifacts (slide decks, dashboards, editing UIs, diagrams).\n46\t- [[Claude Code Setup Plugin]] — Official Anthropic plugin that scans your codebase and recommends tailored hooks, skills, MCP servers, subagents, and plugins. Read-only, 1-2 recs per category.\n47\t- [[Claude Code Monitoring Guide]] — Prometheus + OpenTelemetry toolkit for tracking Claude Code ROI, token spend, and team adoption.\n48\t- [[GitHub MCP Server]] — GitHub's official MCP server.\n49\t- [[PineForge MCP]] — Hosted MCP server for real Pine Script v6 backtests. `claude mcp add --transport http pineforge https://mcp.pineforge.dev/mcp`. No key/signup. 245/246 TradingView parity, 100 backtests/week, 13mo Binance data. Docker route for unlimited/custom data. 60+ tools: repos, issues, PRs, code search, security scanning.\n50\t- [[Devcontainer Features]] — One-line devcontainer.json feature that installs Claude Code CLI in any dev container.\n51\t- [[Claude Code Routines]] — Scheduled/triggered cloud automation. Runs on Anthropic infrastructure, not your machine. `/schedule` command, API + GitHub + time triggers. Research preview.\n52\t- [[Long-Running Agent Primitives]] — 3 core primitives (Default-FAIL, Fresh-context evaluator, Handoff) + 2 operator hooks (kill switch, STEER.md). From Anthropic's own patterns.\n53\t- [[Claude Plugins Community]] — Community plugin marketplace (security-reviewed). Submit at clau.de/plugin-directory-submission.\n54\t- [[Anthropic CLI]] — `ant` CLI for the Claude Developer Platform API. `brew install anthropics/tap/ant`.\n55\t- [[Anthropic CWC Workshops]] — 8 Code-with-Claude workshop curricula: Managed Agents, memory primitives (Dreaming Service), eval-driven dev, multi-agent decomposition, Deal Desk reference impl.\n56\t- [[Agent SDK Workshop]] — Hands-on workshop for Claude Agent SDK: 4-stage guided demo (chat → tools → subagents → memory) + breakout scenarios. Python 3.10+, flip switches in config.py.\n57\t- [[Long-Horizon Coding Agent Demo]] — Archived AWS re:Invent 2025 demo. GitHub issue → agent builds full-stack app → CloudFront preview → human approval gate. Bedrock AgentCore + Claude Agent SDK.\n58\t- [[Claude Foundation Models Swift Package]] — Swift package for hybrid Apple-platform apps: on-device model for fast/private tasks, Claude for reasoning + web search. iOS 27+, SPM install. Announced June 2026.\n59\t- [[Claude Fable 5 and Mythos 5]] — Anthropic's latest frontier models. Always-on adaptive thinking, new tokenizer (~30% more tokens), refusal stop reason + SDK fallback middleware, 30-day data-retention requirement. Fable 5 = GA; Mythos 5 = Preview.\n60\t\n61\t## Third-Party Tools & Platforms\n62\t- [[Legora]] — AI-native operating system for legal teams. Autonomously plans, executes, reviews, and completes complex legal work end-to-end. Built on Claude. \"Raises the tide\" model: improves with each Claude release.\n63\t\n64\t## Concepts & Reference Docs\n65\t- [[CLAUDE.md Progressive Disclosure]] — Every-session context files hold only always-relevant rules; situational procedures move to `.claude/docs/` behind trigger-phrased pointers. Measure per-section cost first; add a size budget against regrowth.\n66\t- [[Claude Constitution]] — Anthropic's foundational values document. CC0 licensed. January 2026.\n67\t- [[Agentic UI Impedance Mismatch]] — Dario Amodei's framing: agents will complete tasks end-to-end most of the time, but humans need deep-dive inspection capability for the exceptions. No product solves this yet.\n68\t- [[Claude Code Subagents]] — Separate Claude instances with their own context windows. 5 copy-paste templates (reviewer, test-writer, doc-writer, security, pr-writer). Route to Sonnet for 5× cost savings.\n69\t- [[WebMCP]] — Chrome's proposed web standard for exposing structured tools to AI agents. Declarative HTML annotations + JS API replace fragile UI actuation. Origin trial in Chrome 149.\n70\t- [[But For Real Skill]] — Self-audit pattern: follow-up prompt that assumes bugs are present and bullies the AI into finding them. Simulates PR code review. From Josh Pigford's solo-founder skills stack.\n71\t- [[Claude Code Agent Teams]] — Native experimental feature: Team Lead + Teammates model with shared task list, dependency management, plan approval, and hooks. Enable via env flag. Claude Code only (no Codex/Aider).\n72\t- [[Claude Code Dynamic Workflows]] — Claude writes its own JS orchestration harness on the fly (`ultracode` keyword). 6 patterns: classify-and-act, fan-out-and-synthesize, adversarial verification, generate-and-filter, tournament, loop-until-done. Opus 4.8 era.\n73\t- [[AI-Native Engineering Org]] — Fiona Fung (Claude Code eng director): JIT planning, Claude reviews style/bugs/humans review domain, kill obsolete processes, track ramp time + PR cycle time + Claude-assisted commit rate.\n74\t- [[Claude Code Skills Best Practices]] — Thariq Shihipar: 9 skill categories, Gotchas sections, progressive disclosure via file system, trigger keywords, `${CLAUDE_PLUGIN_DATA}` memory, on-demand hooks. From Anthropic's own usage.\n75\t- [[X AI Signal Ingestion Source]] — Regular monitored X source for high-signal AI voices. Uses browser-visible/public pages only; no credential extraction or social-account side effects.\n76\t\n77\t## 📢 Sponsor-only mentions\n78\t*Paid placements — not guest endorsements. Pages exist for reference.*\n79\t- [[Granola]] — AI meeting notes (Behind the Craft sponsor)\n80\t- [[Wispr Flow]] — Voice dictation (Behind the Craft sponsor)\n81\t- [[Linear]] — Project management / AI agent platform (Behind the Craft sponsor)\n82\t\n83\t## Frameworks & Mental Models\n84\t- [[Apple Widget Rendering Modes]] — How to design SwiftUI widgets that work in both full-color and monochrome/accented modes (macOS, iOS, watchOS). Luminance zones, arc opacity, adaptive line colors, and `widgetAccentedRenderingMode`.\n85\t- [[WidgetKit Engineering Pitfalls]] — Infrastructure and data-layer pitfalls: intent-type orphaning, chronod descriptor caching, provider-data siloing, weekly-exhausted 5H row rules (0% + weekly reset + blank chart), and the early-cap reset pattern.\n86\t- [[Human Sandwich Model]] — Human frames → AI executes → Human judges. Dan Shipper's model for human-AI collaboration.\n87\t- [[Screenshot-First Visual Verification]] — Screenshots are the only ground truth for visual UI work; code correctness ≠ visual correctness.\n88\t- [[3-Layer Context Engineering System]] — Functional + Visual + Data layers for polished AI prototypes. Ravi Mehta's framework.\n89\t- [[Tokenmaxxing]] — Accusation that AI companies inflate token metrics; Boris Cherny's 250% productivity rebuttal.\n90\t- [[Saaspocalypse]] — Thesis that agents erode SaaS switching costs. Boris Cherny's nuanced take via Seven Powers.\n91\t- [[Claude Code Drift Problem]] — Config entropy at ~5 months: stale CLAUDE.md, bad folder structure, manual triggers that should be routines.\n92\t- [[4 AI Digital Employees Framework]] — 4 agent roles to \"hire\": Research Analyst, Strategic Advisor, Communication Specialist, Operations Manager.\n93\t- [[Friction-First Development]] — 6-principle philosophy for personal tool building: scratch your own itch, define the friction before the code, resist market-bias. Includes a pre-code Problem & Friction Analysis template.\n94\t- [[Devin vs Claude Code]] — Head-to-head comparison: philosophy, SWE-Bench (80.8% vs 13.86%), billing model, failure modes. Verdict: Claude Code wins for James's current stage.\n95\t- [[Frontier Model Qualitative Step Change]] — Pattern for treating credible practitioner reports as eval triggers when a model feels like a major-version jump on long tasks.\n96\t- [[Builder-Verifier Loop Pattern]] — Every code-writing loop needs a separate verifier running the real app. Builder makes the change; Verifier confirms feature correctness; you read the diff. Boris Cherny's core rule for avoiding confident-but-broken PRs.\n97\t- [[Question-Led Selling Arc]] — Synthesis of SPIN / Sandler / NEPQ / Oren Klaff / Chris Do into a four-step ask-don't-pitch arc (problem → change → cost → worth) plus a button-driven profiling block. Cross-project pattern for solution-selling sites' stage-2 discovery flow.\n98\t- [[Frontier Model Extraction Strategy]] — Frontier judgment required to *create*, ordinary intelligence sufficient to *use*. The irreversibility filter test: \"Can a cheaper model redo this tomorrow?\" Basis for the Learning Law in root CLAUDE.md.\n99\t\n100\t## Reference\n101\t- [[Coding Agent Behavior Guide]] — INTJ-A derived instructions for coding agents working with James. Communication style, autonomy rules, pushback expectations, blindspot compensations.\n102\t- [[Ingestion Pipeline Patterns]] — 6 cost/quality optimization patterns for the wiki ingest pipeline: QFS, chapter chunking, map-reduce, tiered models, prompt caching, RAPTOR. Includes Phase 1–3 implementation order.\n103\t- [[Instagram Reel Transcription Pipeline]] — agent-browser + OpenAI Whisper pipeline for overnight reel-to-transcript processing. ~$0.003–$0.008/reel.\n104\t- [[Shared Vault Mount Guide]] — Step-by-step for mounting a shared host directory into multiple NanoClaw agent containers. `additionalMounts` config, allowlist setup, restart flow.\n105\t- [[Ryan Carson Tool Usage Notes]] — Detailed \"how he actually uses it\" notes for each tool from the May 24 episode (OpenClaw, Devin, Codex, Claude Code, Sentry, Tailscale, ClawChief).\n106\t\n107\t## People\n108\t- [[James Lopez]] — Owner of this wiki. INTJ-A, mobile engineer (LinkedIn iOS), Austin TX. Full personality profile and background.\n109\t- [[Ramón Lopez]] — James's brother. Sr. Director Digital Manufacturing Architecture at Jabil. 25+ yrs medical device quality (FDA/ISO 13485). Domain expert persona for qip-qien.\n110\t- [[Ryan Carson]] — 5x founder, building Untangle solo with AI agents.\n111\t- [[Peter Yang]] — Host of Behind the Craft podcast.\n112\t- [[Dan Shipper]] — Co-founder of Every. Author of \"After Automation.\"\n113\t- [[Andrej Karpathy]] — AI researcher and educator. High-signal source on frontier model capability and workflow ergonomics.\n114\t- [[Simon Willison]] — Developer and LLM tooling analyst. High-signal source on evals, sandboxing, cost accounting, and practical AI tools.\n115\t- [[Nathaniel Whittemore]] — Host of The AI Daily Brief.\n116\t- [[Ravi Mehta]] — AI instructor, ex-CPO Tinder. Created 3-layer context engineering system.\n117\t- [[Boris Cherny]] — Head of Claude Code at Anthropic.\n118\t- [[Alex Kantrowitz]] — Host of Big Technology Podcast.\n119\t- [[Gael Breton]] — Co-founder, Authority Hacker. Small biz AI automation practitioner.\n120\t- [[Mark Webster]] — Co-founder, Authority Hacker.\n121\t- [[Nufar Gaspar]] — Co-host, The AI Daily Brief.\n122\t- [[Delba de Oliveira]] — MTS Claude Code engineer at Anthropic. Created \"Claude Code Patterns: Feedback loops\" video — Cherny's cited breakdown of self-verification.\n123\t- [[Josh Pigford]] — Solo founder building 5 apps with AI agents. Creator of /but-for-real, /adversarial-code-review, /build, /learnings skills.\n124\t- [[Max Junestrand]] — Founder/CEO of Legora. Building AI-native OS for legal teams on Claude.\n125\t\n126\t## Sources\n127\t- [[AI Daily Brief - The 4 AI Team Members Execs Should Hire Right Now]] — May 25, 2026. Framework for 4 agent roles leaders should implement.\n128\t- [[Instagram - hegetfunds - Claude Code Team of Developers]] — May 6, 2026. Using plugins/skills to assign specialist developer roles in Claude Code.\n129\t- [[Authority Hacker - Claude Code Setup Roast]] — May 21, 2026. 5-month setup audit: CLAUDE.md, folder structure, drift problem.\n130\t- [[Big Technology Podcast - Boris Cherny Claude Code]] — May 20, 2026. Claude Code growth, tokenmaxxing, agents beyond coding.\n131\t- [[Behind the Craft - Ryan Carson Episode]] — May 24, 2026. Tools for running a solo startup with AI agents.\n132\t- [[Behind the Craft - Ravi Mehta Context Engineering]] — May 3, 2026. 3-layer context engineering system with live demo.\n133\t- [[AI Daily Brief - Why Agents Still Need Humans]] — May 24, 2026. Covers Dan Shipper's After Automation essay.\n134\t- [[Dan Shipper - After Automation Essay]] — May 21, 2026. Why AI creates more expert human work, not less.\n135\t- [[Cheeky Pint - Dario Amodei Interview]] — Aug 6, 2025 (ingested May 30, 2026). Dario Amodei on Anthropic's business model, market structure, AGI-pilled products, the AI UI problem, regulation, and how he uses AI.\n136\t- [[Behind the Craft - Josh Pigford AI Skills Stack]] — May 31, 2026. Solo founder's exact AI skills: /build, /adversarial-code-review, /but-for-real (self-audit), /learnings. Transcript pending.\n137\t- [[CWC - Problem Solvers Max Junestrand Legora]] — June 2, 2026. Legora's bet on Claude as AI-native legal OS. \"Raises the tide\" model thesis.\n138\t- [[Authority Hacker - Claude Opus 4.8 Review]] — May 29, 2026. What changed: 4.7 regression fixed, more honest, 4x fewer logic errors in code. Full transcript pending.\n139\t- [[Claude Blog - Dynamic Workflows in Claude Code]] — June 2, 2026. Claude writes its own JS harness on the fly (`ultracode`). 6 patterns: classify-and-act, fan-out-and-synthesize, adversarial verification, generate-and-filter, tournament, loop-until-done.\n140\t- [[Claude Blog - Introducing Dynamic Workflows]] — May 28, 2026. Announcement post: availability, plan tiers, Bun Zig→Rust case study (750K lines, 11 days, 99.8% tests passing).\n141\t- [[Claude Blog - Managed Agents Self-Hosted Sandboxes]] — May 19, 2026. Sandbox providers: Cloudflare, Daytona, Modal, Vercel. MCP Tunnels for private-network MCP servers.\n142\t- [[Claude Blog - Founders Playbook]] — May 14, 2026. 4 AI-remapped startup stages + Chat/Cowork/Claude Code tool selection matrix. PDF download available.\n143\t- [[Claude Blog - Running an AI-Native Engineering Org]] — June 3, 2026. Fiona Fung on JIT planning, killing obsolete processes, metrics, and blurred roles.\n144\t- [[Claude Blog - Lessons from Building Claude Code How We Use Skills]] — June 3, 2026. Thariq Shihipar: 9 skill categories, best practices, distribution models, measurement via PreToolUse hooks.\n145\t- [[Claude Blog - Claude Cowork Product Guide]] — June 5, 2026. Official product guide: 7 workflow templates, permissions model, plugin usage, 3-tool selection matrix. eBook available.\n146\t- [[X AI Signal Sweep - 2026-06-09]] — Seed sweep for the regular X source. Captures Karpathy, Simon Willison, Dan Shipper, Ethan Mollick, and Claude Fable 5 / Mythos field reports.\n147\t- [[Claude Blog - Best Practices for Claude Cowork]] — June 3, 2026. Chat vs Cowork vs Claude Code matrix. 5 ingredients of a Cowork task. Context > prompt quality.\n148\t- [[Claude Blog - Self-Service Data Analytics with Claude]] — June 3, 2026. 3 failure modes + 4-layer architecture for agentic analytics. 95% query automation at 95% accuracy.\n149\t- [[0xchromium - Claude Workflows That Run Without You]] — June 4, 2026. 4-part workflow anatomy (Role/Tools/Trigger/Output), 12 workflow templates by role, 5-step build process, copy-paste morning briefing prompt.\n150\t- [[Andrej Karpathy - How I Use LLMs]] — Feb 27, 2025. 2h11m practical guide: zip-file mental model, LLM council approach, model selection matrix, tool integration hierarchy. Full chapter list.\n151\t- [[Claude Blog - Claude for Foundation Models]] — June 8, 2026. Swift package for hybrid Apple apps: on-device model + Claude handoff. iOS/macOS 27+, typed Swift inputs, streaming to SwiftUI.\n152\t- [[Claude Blog - Connector Observability]] — June 8, 2026. Performance dashboards (active users, tool calls, latency by tool) for published MCP connectors. In-app directory submission. Public beta.\n153\t- [[Reddit - Depureco MCP Case Study]] — June 2026. Depureco (Italian industrial vacuum manufacturer) connected product catalog to Claude via Remote MCP. Key insight: grounded AI becomes more humble and asks better questions — directly applicable to qip-qien and any regulated/safety-critical B2B tool.\n154\t- [[Mountain Movers - Boris Cherny Loop Definition]] — June 2026. Cherny's 3-stage engineer evolution + definition of a loop as a program that prompts, reads, evaluates, re-prompts. Hard stops, skills vs. plumbing distinction, cost reality (Uber $1,500/mo cap).\n155\t- [[Claude Blog - Building With Claude Managed Agents]] — June 10, 2026. Foundational engineering post: decoupled harness/sandbox architecture (p50 ~60% / p95 >90% latency reduction), Dreaming (scheduled memory refinement), Outcomes (agent self-grading), context anxiety history, three-phase evolution, when-to-use guidance.\n156\t- [[Claude Blog - Whats New in Claude Managed Agents]] — June 9, 2026. Two new public beta features: scheduled deployments (cron, no infra) and env vars in vaults (credential injection at network boundary). Customer examples: Rakuten, Notion, Browserbase, Milana.\n157\t- [[Alpha Batcher - Boris Cherny 5-Day Claude Code Setup]] — June 9, 2026. 5-day progressive setup ladder from Boris Cherny's loop philosophy. Includes embedded \"Reflecting on a year of Claude Code\" video (18 min) with Cherny & Cat Wu.\n158\t- [[Boris Cherny - Self-Verification Loops]] — June 9, 2026. Cherny's own statement: self-verification is the mechanism that enables longer autonomous runs. Cites ClaudeDevs video by Delba de Oliveira (839K views).\n159\t- [[DCBitMax - Bitcoin Power Law Out-of-Sample Test]] — June 10, 2026. Out-of-sample validation of Bitcoin Power Law using Claude Opus 4.8. Froze model at 2016 → 10-year mean residual −0.05σ. Same validation methodology applies to congressional-trading.\n160\t- [[AdiiX - Claude Trading Bot Architecture]] — June 9, 2026. 7.1M views. Claude Code writes trading logic; Claude Cowork sends 7am/9pm daily briefings. Multi-asset: SPX/NDX mean reversion (15m), crypto momentum (1h), commodities trend (4h). ATR sizing + correlation filter. No repo — marketing post. Architecture applicable to tradingbot25 and congressional-trading.\n161\t\n162\t[[Wiki Ingest Log]]\n163\t"}]},"uuid":"6140d74d-0786-4a79-8850-b3d18299ad1f","timestamp":"2026-07-06T23:01:23.412Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/wiki/Home.md","content":"# Wiki Index\n\nA catalog of everything in this knowledge base. Updated by Nano on every ingest.\n\n## Tools & Software\n*Guest-endorsed or actively used — not sponsors.*\n- [[Agent Browser]] — Vercel Labs Rust CLI for AI-driven browser automation. Credential vault, accessibility-tree refs, React introspection, HAR recording.\n- [[Devin]] — AI coding agent by Cognition. 15-thread code factory model.\n- [[OpenClaw]] — Open-source AI executive assistant / chief of staff.\n- [[ClawChief]] — Ryan Carson's open-sourced OpenClaw chief-of-staff config.\n- [[Claude Code]] — Anthropic's coding agent. Ryan Carson's preferred coding tool.\n- [[Codex]] — OpenAI's coding agent / browser testing tool.\n- [[Sentry]] — Error monitoring. Used with Devin for automated bug triage.\n- [[Tailscale]] — WireGuard mesh network. Used for remote access to Mac Mini services from phone. Includes full recipe for exposing any local port via `tailscale serve` + launchd.\n- [[Figma]] — Design/wireframing. Visual context layer in Ravi Mehta's system.\n- [[AgentsView]] — Agent token/cost accounting tool. Useful when new frontier-model pricing appears before dashboards and pricing databases catch up.\n- [[Teach Skill]] — `/teach` by Matt Pocock. ZPD-based personalized tutor with persistent learning records. Trigger-based (no idle context cost). Claude Code only. Install: `npx skills add mattpocock/skills --skill teach`.\n\n## Anthropic Official Repos & Resources\n*Official Anthropic repositories — tools, SDKs, plugins, and reference implementations.*\n- [[Anthropic Skills Repo]] — Reference implementations of the Claude Agent Skills system. Template for building custom skills.\n- [[Claude Plugins Official]] — Anthropic's curated plugin marketplace for Claude Code. Install via `/plugin install`.\n- [[Ralph Loop Plugin]] — Stop-hook-based autonomous iteration loop. Feeds Claude the same prompt until it outputs a completion promise. For well-defined tasks with clear success criteria and automatic verification.\n- [[Hookify Plugin]] — Create Claude Code hooks from natural language. `/hookify warn me when I use rm -rf` → working hook instantly. No hooks.json editing required.\n- [[Knowledge Work Plugins]] — 18 open-source role-specific plugins (sales, legal, finance, design, engineering, HR, ops, etc.) built on Claude Agent SDK.\n- [[Claude for Legal]] — Deep legal workflow plugin suite (transactional + litigation + learning). Integrates with Westlaw, CourtListener.\n- [[Claude for Life Sciences]] — Research marketplace: PubMed, BioRender, Synapse, Consensus + RNA-seq/Nextflow skills.\n- [[Claude for Healthcare]] — Healthcare marketplace: FHIR developer, prior-auth review, clinical trial protocols + CMS/NPI servers.\n- [[Claude for Financial Services]] — 10 named agents (Pitch Agent, GL Reconciler, Market Researcher, KYC Screener, etc.) + 9 vertical skill bundles (IB, ER, PE, WM, fund admin). Deployable as Cowork plugins or Managed Agent templates.\n- [[Managed Agents]] — Anthropic's hosted agent orchestration platform. Self-hosted sandbox option (tool execution on your infra via outbound-polling worker), mid-session tool/MCP updates, large MCP output auto-offload. Scheduled deployments (cron, no custom infra). Env vars in vaults (credentials injected at network boundary). Opus 4.8 tool-description guidance included.\n- [[Claude Agent SDK Demos]] — 8 local demo apps showcasing Claude Agent SDK patterns (multi-agent, streaming, email, docs).\n- [[Claude Agent SDK TypeScript]] — `npm install @anthropic-ai/claude-agent-sdk`. Node.js 18+. Renamed from Claude Code SDK.\n- [[Claude Agent SDK Python]] — `pip install claude-agent-sdk`. Python 3.10+. In-process MCP servers, hooks as Python functions, CLI bundled in wheel.\n- [[Claude Cookbooks]] — Copy-paste code recipes and notebooks for Claude API (RAG, tool use, multimodal, agents).\n- [[Claude Quickstarts]] — Production-ready starter projects: customer support, computer use, browser automation, coding agent.\n- [[Anthropic Courses]] — 5-course official curriculum: API fundamentals → prompt engineering → real-world prompting → evals → tool use. Jupyter notebooks.\n- [[Anthropic Prompt Engineering Tutorial]] — 9-chapter interactive prompt engineering course with exercise playgrounds. Available direct API and Amazon Bedrock variants.\n- [[Claude Code Action]] — GitHub Action that brings Claude into PR review and CI/CD workflows.\n- [[Defending Code Reference Harness]] — Reference impl for autonomous vuln discovery + human-reviewed patching. gVisor-sandboxed agents. Not actively maintained; Claude Security is the hosted version.\n- [[Scone Bench]] — 417-task benchmark for evaluating LLM agents on smart-contract vuln discovery/exploitation. Historical DeFi incidents, MCP-based, Docker-sandboxed. From Anthropic Red Team.\n- [[Claudes C Compiler]] — Claude Opus 4.6 wrote a dependency-free C compiler in Rust from scratch. Compiles PostgreSQL, SQLite, Linux kernel, FFmpeg. Capability showcase, not production-validated.\n- [[Anthropic Performance Take-Home]] — Open version of Anthropic's original performance engineering take-home. Optimize a VLIW SIMD kernel; Claude Opus 4.5 scored 1,363 cycles vs 147,734 baseline (108× improvement).\n- [[Claude Code Security Review]] — GitHub Action that auto-scans PRs for security vulnerabilities using Claude.\n- [[Claude Desktop Buddy]] — ESP32 desk pet + Bluetooth API reference for makers integrating with Claude Desktop.\n- [[HTML Effectiveness Examples]] — Anthropic's reference collection of single-file HTML artifacts (slide decks, dashboards, editing UIs, diagrams).\n- [[Claude Code Setup Plugin]] — Official Anthropic plugin that scans your codebase and recommends tailored hooks, skills, MCP servers, subagents, and plugins. Read-only, 1-2 recs per category.\n- [[Claude Code Monitoring Guide]] — Prometheus + OpenTelemetry toolkit for tracking Claude Code ROI, token spend, and team adoption.\n- [[GitHub MCP Server]] — GitHub's official MCP server.\n- [[PineForge MCP]] — Hosted MCP server for real Pine Script v6 backtests. `claude mcp add --transport http pineforge https://mcp.pineforge.dev/mcp`. No key/signup. 245/246 TradingView parity, 100 backtests/week, 13mo Binance data. Docker route for unlimited/custom data. 60+ tools: repos, issues, PRs, code search, security scanning.\n- [[Devcontainer Features]] — One-line devcontainer.json feature that installs Claude Code CLI in any dev container.\n- [[Claude Code Routines]] — Scheduled/triggered cloud automation. Runs on Anthropic infrastructure, not your machine. `/schedule` command, API + GitHub + time triggers. Research preview.\n- [[Long-Running Agent Primitives]] — 3 core primitives (Default-FAIL, Fresh-context evaluator, Handoff) + 2 operator hooks (kill switch, STEER.md). From Anthropic's own patterns.\n- [[Claude Plugins Community]] — Community plugin marketplace (security-reviewed). Submit at clau.de/plugin-directory-submission.\n- [[Anthropic CLI]] — `ant` CLI for the Claude Developer Platform API. `brew install anthropics/tap/ant`.\n- [[Anthropic CWC Workshops]] — 8 Code-with-Claude workshop curricula: Managed Agents, memory primitives (Dreaming Service), eval-driven dev, multi-agent decomposition, Deal Desk reference impl.\n- [[Agent SDK Workshop]] — Hands-on workshop for Claude Agent SDK: 4-stage guided demo (chat → tools → subagents → memory) + breakout scenarios. Python 3.10+, flip switches in config.py.\n- [[Long-Horizon Coding Agent Demo]] — Archived AWS re:Invent 2025 demo. GitHub issue → agent builds full-stack app → CloudFront preview → human approval gate. Bedrock AgentCore + Claude Agent SDK.\n- [[Claude Foundation Models Swift Package]] — Swift package for hybrid Apple-platform apps: on-device model for fast/private tasks, Claude for reasoning + web search. iOS 27+, SPM install. Announced June 2026.\n- [[Claude Fable 5 and Mythos 5]] — Anthropic's latest frontier models. Always-on adaptive thinking, new tokenizer (~30% more tokens), refusal stop reason + SDK fallback middleware, 30-day data-retention requirement. Fable 5 = GA; Mythos 5 = Preview.\n\n## Third-Party Tools & Platforms\n- [[Legora]] — AI-native operating system for legal teams. Autonomously plans, executes, reviews, and completes complex legal work end-to-end. Built on Claude. \"Raises the tide\" model: improves with each Claude release.\n\n## Concepts & Reference Docs\n- [[CLAUDE.md Progressive Disclosure]] — Every-session context files hold only always-relevant rules; situational procedures move to `.claude/docs/` behind trigger-phrased pointers. Measure per-section cost first; add a size budget against regrowth.\n- [[Claude Constitution]] — Anthropic's foundational values document. CC0 licensed. January 2026.\n- [[Agentic UI Impedance Mismatch]] — Dario Amodei's framing: agents will complete tasks end-to-end most of the time, but humans need deep-dive inspection capability for the exceptions. No product solves this yet.\n- [[Claude Code Subagents]] — Separate Claude instances with their own context windows. 5 copy-paste templates (reviewer, test-writer, doc-writer, security, pr-writer). Route to Sonnet for 5× cost savings.\n- [[WebMCP]] — Chrome's proposed web standard for exposing structured tools to AI agents. Declarative HTML annotations + JS API replace fragile UI actuation. Origin trial in Chrome 149.\n- [[But For Real Skill]] — Self-audit pattern: follow-up prompt that assumes bugs are present and bullies the AI into finding them. Simulates PR code review. From Josh Pigford's solo-founder skills stack.\n- [[Claude Code Agent Teams]] — Native experimental feature: Team Lead + Teammates model with shared task list, dependency management, plan approval, and hooks. Enable via env flag. Claude Code only (no Codex/Aider).\n- [[Claude Code Dynamic Workflows]] — Claude writes its own JS orchestration harness on the fly (`ultracode` keyword). 6 patterns: classify-and-act, fan-out-and-synthesize, adversarial verification, generate-and-filter, tournament, loop-until-done. Opus 4.8 era.\n- [[AI-Native Engineering Org]] — Fiona Fung (Claude Code eng director): JIT planning, Claude reviews style/bugs/humans review domain, kill obsolete processes, track ramp time + PR cycle time + Claude-assisted commit rate.\n- [[Claude Code Skills Best Practices]] — Thariq Shihipar: 9 skill categories, Gotchas sections, progressive disclosure via file system, trigger keywords, `${CLAUDE_PLUGIN_DATA}` memory, on-demand hooks. From Anthropic's own usage.\n- [[X AI Signal Ingestion Source]] — Regular monitored X source for high-signal AI voices. Uses browser-visible/public pages only; no credential extraction or social-account side effects.\n\n## 📢 Sponsor-only mentions\n*Paid placements — not guest endorsements. Pages exist for reference.*\n- [[Granola]] — AI meeting notes (Behind the Craft sponsor)\n- [[Wispr Flow]] — Voice dictation (Behind the Craft sponsor)\n- [[Linear]] — Project management / AI agent platform (Behind the Craft sponsor)\n\n## Frameworks & Mental Models\n- [[Apple Widget Rendering Modes]] — How to design SwiftUI widgets that work in both full-color and monochrome/accented modes (macOS, iOS, watchOS). Luminance zones, arc opacity, adaptive line colors, and `widgetAccentedRenderingMode`.\n- [[WidgetKit Engineering Pitfalls]] — Infrastructure and data-layer pitfalls: intent-type orphaning, chronod descriptor caching, provider-data siloing, weekly-exhausted 5H row rules (0% + weekly reset + blank chart), and the early-cap reset pattern.\n- [[Human Sandwich Model]] — Human frames → AI executes → Human judges. Dan Shipper's model for human-AI collaboration.\n- [[Screenshot-First Visual Verification]] — Screenshots are the only ground truth for visual UI work; code correctness ≠ visual correctness.\n- [[3-Layer Context Engineering System]] — Functional + Visual + Data layers for polished AI prototypes. Ravi Mehta's framework.\n- [[Tokenmaxxing]] — Accusation that AI companies inflate token metrics; Boris Cherny's 250% productivity rebuttal.\n- [[Saaspocalypse]] — Thesis that agents erode SaaS switching costs. Boris Cherny's nuanced take via Seven Powers.\n- [[Claude Code Drift Problem]] — Config entropy at ~5 months: stale CLAUDE.md, bad folder structure, manual triggers that should be routines.\n- [[4 AI Digital Employees Framework]] — 4 agent roles to \"hire\": Research Analyst, Strategic Advisor, Communication Specialist, Operations Manager.\n- [[Friction-First Development]] — 6-principle philosophy for personal tool building: scratch your own itch, define the friction before the code, resist market-bias. Includes a pre-code Problem & Friction Analysis template.\n- [[Devin vs Claude Code]] — Head-to-head comparison: philosophy, SWE-Bench (80.8% vs 13.86%), billing model, failure modes. Verdict: Claude Code wins for James's current stage.\n- [[Frontier Model Qualitative Step Change]] — Pattern for treating credible practitioner reports as eval triggers when a model feels like a major-version jump on long tasks.\n- [[Builder-Verifier Loop Pattern]] — Every code-writing loop needs a separate verifier running the real app. Builder makes the change; Verifier confirms feature correctness; you read the diff. Boris Cherny's core rule for avoiding confident-but-broken PRs.\n- [[Question-Led Selling Arc]] — Synthesis of SPIN / Sandler / NEPQ / Oren Klaff / Chris Do into a four-step ask-don't-pitch arc (problem → change → cost → worth) plus a button-driven profiling block. Cross-project pattern for solution-selling sites' stage-2 discovery flow.\n- [[Frontier Model Extraction Strategy]] — Frontier judgment required to *create*, ordinary intelligence sufficient to *use*. The irreversibility filter test: \"Can a cheaper model redo this tomorrow?\" Basis for the Learning Law in root CLAUDE.md.\n\n## Reference\n- [[Coding Agent Behavior Guide]] — INTJ-A derived instructions for coding agents working with James. Communication style, autonomy rules, pushback expectations, blindspot compensations.\n- [[Ingestion Pipeline Patterns]] — 6 cost/quality optimization patterns for the wiki ingest pipeline: QFS, chapter chunking, map-reduce, tiered models, prompt caching, RAPTOR. Includes Phase 1–3 implementation order.\n- [[Instagram Reel Transcription Pipeline]] — agent-browser + OpenAI Whisper pipeline for overnight reel-to-transcript processing. ~$0.003–$0.008/reel.\n- [[Shared Vault Mount Guide]] — Step-by-step for mounting a shared host directory into multiple NanoClaw agent containers. `additionalMounts` config, allowlist setup, restart flow.\n- [[Ryan Carson Tool Usage Notes]] — Detailed \"how he actually uses it\" notes for each tool from the May 24 episode (OpenClaw, Devin, Codex, Claude Code, Sentry, Tailscale, ClawChief).\n\n## People\n- [[James Lopez]] — Owner of this wiki. INTJ-A, mobile engineer (LinkedIn iOS), Austin TX. Full personality profile and background.\n- [[Ramón Lopez]] — James's brother. Sr. Director Digital Manufacturing Architecture at Jabil. 25+ yrs medical device quality (FDA/ISO 13485). Domain expert persona for qip-qien.\n- [[Ryan Carson]] — 5x founder, building Untangle solo with AI agents.\n- [[Peter Yang]] — Host of Behind the Craft podcast.\n- [[Dan Shipper]] — Co-founder of Every. Author of \"After Automation.\"\n- [[Andrej Karpathy]] — AI researcher and educator. High-signal source on frontier model capability and workflow ergonomics.\n- [[Simon Willison]] — Developer and LLM tooling analyst. High-signal source on evals, sandboxing, cost accounting, and practical AI tools.\n- [[Nathaniel Whittemore]] — Host of The AI Daily Brief.\n- [[Ravi Mehta]] — AI instructor, ex-CPO Tinder. Created 3-layer context engineering system.\n- [[Boris Cherny]] — Head of Claude Code at Anthropic.\n- [[Alex Kantrowitz]] — Host of Big Technology Podcast.\n- [[Gael Breton]] — Co-founder, Authority Hacker. Small biz AI automation practitioner.\n- [[Mark Webster]] — Co-founder, Authority Hacker.\n- [[Nufar Gaspar]] — Co-host, The AI Daily Brief.\n- [[Delba de Oliveira]] — MTS Claude Code engineer at Anthropic. Created \"Claude Code Patterns: Feedback loops\" video — Cherny's cited breakdown of self-verification.\n- [[Josh Pigford]] — Solo founder building 5 apps with AI agents. Creator of /but-for-real, /adversarial-code-review, /build, /learnings skills.\n- [[Max Junestrand]] — Founder/CEO of Legora. Building AI-native OS for legal teams on Claude.\n\n## Sources\n- [[AI Daily Brief - The 4 AI Team Members Execs Should Hire Right Now]] — May 25, 2026. Framework for 4 agent roles leaders should implement.\n- [[Instagram - hegetfunds - Claude Code Team of Developers]] — May 6, 2026. Using plugins/skills to assign specialist developer roles in Claude Code.\n- [[Authority Hacker - Claude Code Setup Roast]] — May 21, 2026. 5-month setup audit: CLAUDE.md, folder structure, drift problem.\n- [[Big Technology Podcast - Boris Cherny Claude Code]] — May 20, 2026. Claude Code growth, tokenmaxxing, agents beyond coding.\n- [[Behind the Craft - Ryan Carson Episode]] — May 24, 2026. Tools for running a solo startup with AI agents.\n- [[Behind the Craft - Ravi Mehta Context Engineering]] — May 3, 2026. 3-layer context engineering system with live demo.\n- [[AI Daily Brief - Why Agents Still Need Humans]] — May 24, 2026. Covers Dan Shipper's After Automation essay.\n- [[Dan Shipper - After Automation Essay]] — May 21, 2026. Why AI creates more expert human work, not less.\n- [[Cheeky Pint - Dario Amodei Interview]] — Aug 6, 2025 (ingested May 30, 2026). Dario Amodei on Anthropic's business model, market structure, AGI-pilled products, the AI UI problem, regulation, and how he uses AI.\n- [[Behind the Craft - Josh Pigford AI Skills Stack]] — May 31, 2026. Solo founder's exact AI skills: /build, /adversarial-code-review, /but-for-real (self-audit), /learnings. Transcript pending.\n- [[CWC - Problem Solvers Max Junestrand Legora]] — June 2, 2026. Legora's bet on Claude as AI-native legal OS. \"Raises the tide\" model thesis.\n- [[Authority Hacker - Claude Opus 4.8 Review]] — May 29, 2026. What changed: 4.7 regression fixed, more honest, 4x fewer logic errors in code. Full transcript pending.\n- [[Claude Blog - Dynamic Workflows in Claude Code]] — June 2, 2026. Claude writes its own JS harness on the fly (`ultracode`). 6 patterns: classify-and-act, fan-out-and-synthesize, adversarial verification, generate-and-filter, tournament, loop-until-done.\n- [[Claude Blog - Introducing Dynamic Workflows]] — May 28, 2026. Announcement post: availability, plan tiers, Bun Zig→Rust case study (750K lines, 11 days, 99.8% tests passing).\n- [[Claude Blog - Managed Agents Self-Hosted Sandboxes]] — May 19, 2026. Sandbox providers: Cloudflare, Daytona, Modal, Vercel. MCP Tunnels for private-network MCP servers.\n- [[Claude Blog - Founders Playbook]] — May 14, 2026. 4 AI-remapped startup stages + Chat/Cowork/Claude Code tool selection matrix. PDF download available.\n- [[Claude Blog - Running an AI-Native Engineering Org]] — June 3, 2026. Fiona Fung on JIT planning, killing obsolete processes, metrics, and blurred roles.\n- [[Claude Blog - Lessons from Building Claude Code How We Use Skills]] — June 3, 2026. Thariq Shihipar: 9 skill categories, best practices, distribution models, measurement via PreToolUse hooks.\n- [[Claude Blog - Claude Cowork Product Guide]] — June 5, 2026. Official product guide: 7 workflow templates, permissions model, plugin usage, 3-tool selection matrix. eBook available.\n- [[X AI Signal Sweep - 2026-06-09]] — Seed sweep for the regular X source. Captures Karpathy, Simon Willison, Dan Shipper, Ethan Mollick, and Claude Fable 5 / Mythos field reports.\n- [[Claude Blog - Best Practices for Claude Cowork]] — June 3, 2026. Chat vs Cowork vs Claude Code matrix. 5 ingredients of a Cowork task. Context > prompt quality.\n- [[Claude Blog - Self-Service Data Analytics with Claude]] — June 3, 2026. 3 failure modes + 4-layer architecture for agentic analytics. 95% query automation at 95% accuracy.\n- [[0xchromium - Claude Workflows That Run Without You]] — June 4, 2026. 4-part workflow anatomy (Role/Tools/Trigger/Output), 12 workflow templates by role, 5-step build process, copy-paste morning briefing prompt.\n- [[Andrej Karpathy - How I Use LLMs]] — Feb 27, 2025. 2h11m practical guide: zip-file mental model, LLM council approach, model selection matrix, tool integration hierarchy. Full chapter list.\n- [[Claude Blog - Claude for Foundation Models]] — June 8, 2026. Swift package for hybrid Apple apps: on-device model + Claude handoff. iOS/macOS 27+, typed Swift inputs, streaming to SwiftUI.\n- [[Claude Blog - Connector Observability]] — June 8, 2026. Performance dashboards (active users, tool calls, latency by tool) for published MCP connectors. In-app directory submission. Public beta.\n- [[Reddit - Depureco MCP Case Study]] — June 2026. Depureco (Italian industrial vacuum manufacturer) connected product catalog to Claude via Remote MCP. Key insight: grounded AI becomes more humble and asks better questions — directly applicable to qip-qien and any regulated/safety-critical B2B tool.\n- [[Mountain Movers - Boris Cherny Loop Definition]] — June 2026. Cherny's 3-stage engineer evolution + definition of a loop as a program that prompts, reads, evaluates, re-prompts. Hard stops, skills vs. plumbing distinction, cost reality (Uber $1,500/mo cap).\n- [[Claude Blog - Building With Claude Managed Agents]] — June 10, 2026. Foundational engineering post: decoupled harness/sandbox architecture (p50 ~60% / p95 >90% latency reduction), Dreaming (scheduled memory refinement), Outcomes (agent self-grading), context anxiety history, three-phase evolution, when-to-use guidance.\n- [[Claude Blog - Whats New in Claude Managed Agents]] — June 9, 2026. Two new public beta features: scheduled deployments (cron, no infra) and env vars in vaults (credential injection at network boundary). Customer examples: Rakuten, Notion, Browserbase, Milana.\n- [[Alpha Batcher - Boris Cherny 5-Day Claude Code Setup]] — June 9, 2026. 5-day progressive setup ladder from Boris Cherny's loop philosophy. Includes embedded \"Reflecting on a year of Claude Code\" video (18 min) with Cherny & Cat Wu.\n- [[Boris Cherny - Self-Verification Loops]] — June 9, 2026. Cherny's own statement: self-verification is the mechanism that enables longer autonomous runs. Cites ClaudeDevs video by Delba de Oliveira (839K views).\n- [[DCBitMax - Bitcoin Power Law Out-of-Sample Test]] — June 10, 2026. Out-of-sample validation of Bitcoin Power Law using Claude Opus 4.8. Froze model at 2016 → 10-year mean residual −0.05σ. Same validation methodology applies to congressional-trading.\n- [[AdiiX - Claude Trading Bot Architecture]] — June 9, 2026. 7.1M views. Claude Code writes trading logic; Claude Cowork sends 7am/9pm daily briefings. Multi-asset: SPX/NDX mean reversion (15m), crypto momentum (1h), commodities trend (4h). ATR sizing + correlation filter. No repo — marketing post. Architecture applicable to tradingbot25 and congressional-trading.\n\n[[Wiki Ingest Log]]\n","numLines":163,"startLine":1,"totalLines":163}},"sourceToolAssistantUUID":"5ebbbb97-613f-45ff-9a90-2940d8299d95","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"e359b4e7-f595-4aea-b0b0-55a7974081f9","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MuTg1qteybwMQAAJp55zjN","type":"tool_result","content":"1\t# Ingest Log\n2\t\n3\tChronological record of everything added to this wiki.\n4\t\n5\t---\n6\t\n7\t## 2026-07-06\n8\t\n9\t- **[[CLAUDE.md Progressive Disclosure]]** (new concept, internal-origin) — Method from the root CLAUDE.md audit: measure per-section token cost, classify sections by *when needed* (always-relevant stays inline compressed; situational moves to `.claude/docs/` behind trigger-phrased pointers), add a size-budget guardrail against regrowth. First application: 16.3KB → ~9KB, zero facts lost.\n10\t- **[[X - EXM7777 - Do This On Your Last Day With Fable]]** (new source) — X Article by @EXM7777 (Machina). Tactical playbook for extracting durable artifacts from a frontier model before it moves to pay-per-token. Five moves: workspace standards, consultant audit, second brain run, `/goal` + dynamic workflows, extract-approach skill.\n11\t- **[[Frontier Model Extraction Strategy]]** (new concept) — The underlying pattern: frontier judgment required to *create*, ordinary intelligence sufficient to *use*. The irreversibility filter test: \"Can a cheaper model redo this tomorrow?\"\n12\t- **CLAUDE.md: Learning Law** (root instruction, internal-origin) — Formalized the extract-approach idea from the EXM7777 article as a standing rule, routed through the second brain instead of a new skill: after every non-trivial solved problem, write an atomized `wiki/concepts/` note (approach, why it worked, when to reuse). Mechanics added to `second-brain/SCHEMA.md` → \"Internal learning capture.\"\n13\t- **[[Question-Led Selling Arc]]** (updated concept) — Added a stage-2 profiling block (how they heard about us, role, prior tool, what they're building) answered via buttons, kept distinct from the arc's own-words questions. Generalized as a cross-project pattern in root CLAUDE.md for any solution-selling / end-user-facing site.\n14\t\n15\t## 2026-07-03 (AgenticLever discovery flow)\n16\t- **[[Question-Led Selling Arc]]** (new concept) — Synthesis of SPIN / Sandler / NEPQ / Oren Klaff / Chris Do into a four-step ask-don't-pitch arc (problem → change → cost → worth). Deployed as the stage-2 discovery form on the AgenticLever landing page; full playbook in `projects/AgenticLever/docs/discovery-playbook.md`.\n17\t\n18\t## 2026-06-13 (Anthropic GitHub sweep #22)\n19\t- **[[Claude Fable 5 and Mythos 5]]** (updated) — Added full classifier fallback API reference: `stop_details.category` values (cyber/bio/reasoning_extraction), server-side fallback via `fallbacks` param + `anthropic-beta: server-side-fallback-2026-06-01`, billing change for client-side fallback (`fallback_credit_token` → cache-read rate), `recommended_model` field. Source: new `fable_5_fallback_billing/guide.ipynb` in claude-cookbooks.\n20\t- **[[Claude Cookbooks]]** (updated) — Added three new notable additions: Fable 5 fallback/billing guide, Sentry triage scheduled Managed Agent (vault credentials, cron, `sentry-cli`), async multi-agent orchestration patterns.\n21\t- **[[Claude for Healthcare]]** (updated) — Added missing ICD-10 Codes MCP server to the remote MCP table.\n22\t- Skipped: anthropic-tools (deprecated alpha SDK), all SDKs (changelog bumps), coursework repos, infra libs (riegeli-rs).\n23\t\n24\t## 2026-06-12 (Anthropic GitHub sweep #21)\n25\t- **Nothing new.** 30 repos updated — all maintenance: automated SHA bumps, version increments, changelog updates. All relevant repos already ingested in prior sweeps.\n26\t\n27\t## 2026-06-11 (Anthropic GitHub sweep #20)\n28\t- **[[Ralph Loop Plugin]]** (new tool) — Stop-hook-based autonomous iteration loop. Feeds Claude the same prompt until it outputs a completion promise string. For well-defined tasks with automatic verification (tests, linters). Built on Geoffrey Huntley's \"Ralph Wiggum\" technique. Claims: 6 repos overnight, $50k contract for $297 API cost.\n29\t- **[[Hookify Plugin]]** (new tool) — Create Claude Code hooks from natural language descriptions or auto-analysis of conversation frustrations. Markdown config files, regex pattern matching, no hooks.json editing. Instant effect (no restart needed).\n30\t- Skipped (already ingested in prior sweeps): claude-code-monitoring-guide, claude-desktop-buddy, ClaudeForFoundationModels, claudes-c-compiler, cwc-long-running-agents, knowledge-work-plugins, defending-code-reference-harness, claude-plugins-official, financial-services, anthropic-sdk-python/typescript (version bumps only), claude-agent-sdk-python/typescript (version bumps only).\n31\t\n32\t## 2026-06-10 (James requests, continued)\n33\t- **[[PineForge MCP]]** (new tool) — Hosted MCP server for real Pine Script v6 backtests. One-line install, no key/signup. 245/246 parity with TradingView. Hosted: 13mo Binance crypto OHLCV, 100 backtests/week/IP. Self-hosted Docker: unlimited, your own data. Directly applicable to tradingbot25 (crypto instruments) and congressional-trading (Docker + custom data).\n34\t- **[[Reddit - PineForge Pine v6 Hosted MCP]]** (new source) — Full post text preserved.\n35\t\n36\t## 2026-06-10 (Claude blog — auto-detected, 5pm CT)\n37\t- **[[Claude Blog - Building With Claude Managed Agents]]** (new source) — June 10. By Gagan Bhat & Isabella He (Applied AI). Core new content: decoupled harness/sandbox architecture (p50 ~60% / p95 >90% latency reduction), Dreaming (scheduled memory refinement from session logs), Outcomes (agent self-grading against rubrics), harness evolution problem (\"context anxiety\" in Sonnet 4.5), three-phase evolution narrative, clear when-to-use/not-use guidance. Customer benchmarks: Notion \"12h→20min\", Rakuten ~1 week/agent.\n38\t- **[[Managed Agents]]** (updated) — Added Decoupled Architecture section with metrics, Dreaming, Outcomes, harness evolution problem, when-to-use guidance.\n39\t\n40\t## 2026-06-10 (James requests, continued)\n41\t- **[[AdiiX - Claude Trading Bot Architecture]]** (new source) — 7.1M views, 17K bookmarks. Multi-asset bot (SPX/NDX mean reversion 15m, crypto momentum 1h, commodities trend 4h). ATR sizing, 1% hard stops, cross-asset correlation filter. Key pattern: Claude Code writes/updates logic; Claude Cowork sends 7am/9pm daily briefings. No public repo — engagement farming for ARES community. Performance claims not verified. Architecture is directly applicable to tradingbot25 and congressional-trading.\n42\t- **[[Teach Skill]]** (new tool) — `/teach` by Matt Pocock. Personalized tutor skill: ZPD-based curriculum, HTML lessons, learning records as persistent memory. Trigger-based (zero context cost when idle). Claude Code only — local file system required. 682K+ views on Matt's video, 7.3K bookmarks.\n43\t\n44\t## 2026-06-10 (James requests)\n45\t- **[[Boris Cherny - Self-Verification Loops]]** (new source) — @bcherny's own post (311.5K views, 3.7K bookmarks). First-party statement: self-verification is the mechanism that enables longer autonomous runs. Cites @delba_oliveira's breakdown. Quoted ClaudeDevs post (Jun 2) has 839.4K views, 9.7K bookmarks. Found YouTube video: \"Claude Code Patterns: Feedback loops\" (https://youtu.be/CNYE5nQfRaQ) — queued for ingest.\n46\t- **[[DCBitMax - Bitcoin Power Law Out-of-Sample Test]]** (new source) — @DCBitMax ran out-of-sample validation of Bitcoin Power Law (Santostasi + Perrenod) using Claude Opus 4.8. Froze model at 2016 → 10-year mean residual −0.05σ. Paper: zenodo.org/records/19387099. Applicability note: same methodology applies to congressional-trading signal model evaluation.\n47\t- **[[Delba de Oliveira]]** (new people page) — MTS Claude Code engineer at Anthropic. Created the canonical self-verification video. Added to people/.\n48\t- **[[Alpha Batcher - Boris Cherny 5-Day Claude Code Setup]]** (new source) — X post by @alphabatcher. 80.4K views, 809 bookmarks. Boris Cherny's 5-day progressive setup ladder: CLAUDE.md → verification scripts → commands (babysit/triage/deploy-watch) → loops → overnight inbox pattern. Core rule: every code-writing loop needs a separate verifier. Embedded video: \"Reflecting on a year of Claude Code\" with Cherny & Cat Wu. Linked @Av1dlive article pending (X internal, requires auth).\n49\t- **[[Builder-Verifier Loop Pattern]]** (new concept) — Extracted from Cherny's rule. Builder writes code; Verifier runs the real app; you read the diff. Distinct from test suites. Maps to Fresh-context evaluator and adversarial verification patterns. Includes `.claude/inbox/` async handoff and applicability notes for James's projects.\n50\t\n51\t## 2026-06-10 (Anthropic GitHub sweep #19, 8am CT)\n52\t- **Anthropic GitHub sweep #19** — 30 repos updated. All previously documented except for skills commits with new content.\n53\t- **[[Claude Fable 5 and Mythos 5]]** (new tool page) — API-level technical details from claude-api skill commit #1294: always-on adaptive thinking, 30% tokenizer difference, refusal stop reason + SDK middleware, 30-day data retention, full migration guide. Complements the practitioner field reports from the June 9 X sweep.\n54\t- **[[Managed Agents]]** (updated) — Added `system.message` event section (mid-session system prompt updates, Opus 4.8 only, from commit #1297).\n55\t- **[[Anthropic Skills Repo]]** (updated) — Added 3 new commits: #1294 (Fable 5/Mythos 5), #1297 (scheduled deployments + vault creds + system.message), #1293 (frontend-design skill update).\n56\t\n57\t## 2026-06-09 (Claude blog — auto-detected, 5pm CT)\n58\t- **[[Claude Blog - Whats New in Claude Managed Agents]]** (new source) — June 9. Two new public beta features for Managed Agents: (1) Scheduled deployments — agents run on cron schedules without custom scheduler infra, full lifecycle controls (pause/resume/archive/manual trigger); (2) Env vars in vaults — credentials stored as placeholders in sandbox, injected only at network boundary, domain-restricted, live-propagating updates. Supported integrations at launch: Browserbase, KERNEL, Notion, Ramp, Sentry CLIs. Customer examples: Rakuten, Actively AI, Ando, Notion, Browserbase, Milana.\n59\t- **[[Managed Agents]]** (updated) — Added scheduled deployments and env vars in vaults sections.\n60\t\n61\t## 2026-06-09\n62\t- **[[X AI Signal Ingestion Source]]** (new regular source) — Added X as an ongoing AI signal source with `config/x-ai-watchlist.json` and `scripts/create-x-ai-sweep.mjs`. Safety boundary: browser-visible/public pages only, no cookie/token extraction, no posting/DM/like/bookmark/repost/follow automation.\n63\t- **[[X AI Signal Sweep - 2026-06-09]]** (new source) — Seed sweep from normal Safari-visible X profile pages. Captured current signals from [[Andrej Karpathy]], [[Simon Willison]], [[Dan Shipper]], Ethan Mollick, and @claudeai around Claude Fable 5 / Mythos capability reports and token-cost accounting gaps.\n64\t- **[[Frontier Model Qualitative Step Change]]** (new concept) — Treat credible practitioner reports of a major qualitative jump as a trigger for controlled long-horizon evals, not as proof. Connects to [[Long-Running Agent Primitives]] and [[Claude Code Dynamic Workflows]].\n65\t- **[[AgentsView]]** (new tool) — Agent token/cost accounting tool surfaced by Simon Willison. Useful when preview/new model pricing lags in dashboards and third-party pricing databases.\n66\t- **[[Andrej Karpathy]]** and **[[Simon Willison]]** (new people pages) — Added as tier-1 X watchlist voices for frontier model capability, LLM tooling, evals, cost accounting, and workflow ergonomics.\n67\t- **[[Mountain Movers - Boris Cherny Loop Definition]]** (new source) — Boris Cherny's 3-stage definition of engineer evolution + what a loop actually is: a program that prompts, reads, evaluates, re-prompts. Three hard stops, skills vs. plumbing distinction, historical lineage (ReAct → AutoGPT → Ralph → /goal → multi-agent). Applicability notes for all of James's projects.\n68\t- **[[Reddit - Depureco MCP Case Study]]** (new source) — r/ClaudeAI post by Depureco (Italian industrial vacuum manufacturer). Remote MCP over HTTP connecting product catalog to Claude. Key insight: domain-grounded AI becomes humble — stops pretending, starts asking better questions. Directly applicable to qip-qien triage agent design and future FDA 483 tool architecture.\n69\t- **[[Ramón Lopez]]** (new people page) — Moved from agent workspace. Full professional profile: Sr. Director Digital Manufacturing Architecture at Jabil, 25+ yrs medical device quality, qip-qien domain expert connection.\n70\t- **[[Ingestion Pipeline Patterns]]** (new reference) — Moved from agent workspace. 6 patterns: QFS, chapter chunking, map-reduce, tiered models, prompt caching, RAPTOR. Phase 1–3 implementation roadmap.\n71\t- **[[Instagram Reel Transcription Pipeline]]** (new reference) — Moved from agent workspace. agent-browser + Whisper pipeline design, cost estimates, implementation checklist.\n72\t- **[[Devin vs Claude Code]]** (new concept) — Moved from agent workspace. Full research comparison with SWE-Bench stats, failure modes, billing analysis, verdict for James.\n73\t- **[[Ryan Carson Tool Usage Notes]]** (new reference) — Moved from agent workspace. Granular \"how he uses each tool\" notes from the May 24 episode.\n74\t- **[[Shared Vault Mount Guide]]** (new reference) — Moved from agent workspace. Step-by-step NanoClaw multi-agent vault mounting guide.\n75\t- **[[James Lopez]]** (new people page) — INTJ-A personality profile with trait scores and implications. Added to wiki/people/.\n76\t- **[[Coding Agent Behavior Guide]]** (new reference page) — Derived from INTJ-A profile: communication style, autonomy rules, intellectual honesty expectations, 5 INTJ blindspot compensations, background context. Ready to paste into any project's CLAUDE.md.\n77\t\n78\t## 2026-06-08 (Claude blog — 2 new posts, 5pm CT)\n79\t- **[[Claude Blog - Claude for Foundation Models]]** (new source) — June 8. Swift package integrating Claude with Apple's Foundation Models framework (iOS/macOS 27+). Hybrid architecture: on-device model for fast/private tasks, Claude for reasoning + web search. Typed Swift inputs, streaming to SwiftUI. Directly relevant to James's iOS apps.\n80\t- **[[Claude Foundation Models Swift Package]]** (new tool) — Tool page for the above SDK. Platform table, when-to-use-each-tier matrix, applicability to DashSmash and Speaker Listens.\n81\t- **[[Claude Blog - Connector Observability]]** (new source) — June 8. Observability dashboards for published MCP connectors: active users, tool call counts, latency per tool, usage by Claude surface. In-app directory submission. Less immediately relevant but good ecosystem context.\n82\t\n83\t## 2026-06-08 (sweep #18, 8am CT)\n84\t- **Anthropic GitHub sweep #18** — 30 repos updated (CI/release wave). All already had wiki pages from prior sweeps. `anthropics/headvis` skipped again (unmaintained research tool; evaluated in sweep #16).\n85\t- **[[Anthropic Skills Repo]]** (updated) — `claude-api` skill major update (PR #1276): token counting, cache pre-warming (`max_tokens: 0`), mid-conversation system messages (beta), auth guidance, Anthropic CLI + Claude Platform on AWS docs added, Managed Agents 300 RPM rate limit + SDK drift fixes, Sonnet 4/Opus 4 deprecated in models.md.\n86\t\n87\t## 2026-06-07 (manual ingest — James request)\n88\t- **[[0xchromium - Claude Workflows That Run Without You]]** (new source) — Full X Article by @0xchromium. Extracted via agent-browser from `x.com/0xchromium/status/2062515355306631467`. Covers 4-part workflow anatomy, 12 workflow templates by role, 5-step build process, copy-paste morning briefing prompt. Applicability notes for congressional-trading and qip-qien.\n89\t- **[[Andrej Karpathy - How I Use LLMs]]** (new source) — Feb 27, 2025 YouTube video (2h11m, 2.4M views, ID: `EWvNQjAaOHw`). Full chapter list captured. Key concepts: zip-file analogy, LLM council, thinking-model threshold, tool integration hierarchy. Raw transcript unavailable (proxy blocks YouTube timedtext API); content sourced from Karpathy's X post and published writeups.\n90\t\n91\t## 2026-06-07 (sweep #17, 8am CT)\n92\t- **Anthropic GitHub sweep #17** — 30 repos updated (CI wave). All in wiki. Language SDKs (C#, Ruby, Go) not James's stack. Nothing new to ingest.\n93\t\n94\t## 2026-06-06 (sweep #16, 8am CT)\n95\t- **Anthropic GitHub sweep #16** — 30 repos updated (CI wave). `anthropics/headvis` is new but it's an unmaintained research tool for visualizing attention heads in transformer models — not relevant to James's workflow focus. `anthropics/anthropic-sdk-php` and `anthropics/anthropic-sdk-java` are language SDKs outside James's stack. Everything else already in wiki. Nothing new to ingest.\n96\t\n97\t## 2026-06-05 (Claude blog — 2 new posts)\n98\t- **[[Claude Blog - Claude Cowork Product Guide]]** (new source) — June 5. Official product guide: 7 workflow templates, permissions model, plugin usage, 3-tool selection matrix.\n99\t- **\"How one Anthropic seller rebuilt his team's workflows\"** — Skipped. Sales/GTM case study (CLAFTS email assistant, Daily Brief, CRM aggregation). Pattern is interesting (individual → team → plugin distribution) but the workflows are sales-specific.\n100\t\n101\t## 2026-06-04 (sweep #15, 11pm CT)\n102\t- **Anthropic GitHub sweep #15** — 28 repos updated (CI/release wave). Verified `anthropics/cwc-long-running-agents` (fully covered by [[Long-Running Agent Primitives]]). `anthropics/anthropic-tools` is deprecated — redirects to official docs, no page warranted. No new skills commits. Nothing new to ingest.\n103\t\n104\t## 2026-06-04 (sweep #14, 7pm CT)\n105\t- **Anthropic GitHub sweep #14** — 14 repos updated (CI sweep). `anthropics/healthcare` appeared new but was already documented as [[Claude for Healthcare]]. Still on v2.1.162. Nothing new to ingest.\n106\t\n107\t## 2026-06-04 (sweep #13, 5pm CT)\n108\t- **Anthropic GitHub sweep #13** — 18 repos updated (CI sweep, same pattern as #12). Still on claude-code v2.1.162. All repos already documented. Nothing new to ingest.\n109\t\n110\t## 2026-06-04 (sweep #12, 3pm CT)\n111\t- **Anthropic GitHub sweep #12** — 21 repos updated (mass coordinated release). All already had wiki pages. Updated [[Claude Code]] to add missed features from v2.1.139–154: dynamic workflows (parallel background agents), Agent view dashboard, /goal command. No new repos to ingest.\n112\t\n113\t## 2026-06-04 (sweep #11, 1pm CT)\n114\t- **Anthropic GitHub sweep #11** — 19 repos updated. All already had wiki pages. Updated [[Claude Code]] with CLI improvements (v2.1.160–2.1.162): parallel tool independence, edit-after-grep workflow, `waitingFor` status in agents JSON, OTel metric labels. No new repos to ingest.\n115\t\n116\t## 2026-06-03\n117\t- **[[Tailscale]]** (new tool page) — Full recipe for exposing a local project server to phone via `tailscale serve` + launchd, including the `--hostname 127.0.0.1` gotcha for Node.js port conflicts.\n118\t\n119\t## 2026-06-03 (Claude blog — batch 3, auto-detected)\n120\t- **[[Claude Blog - Lessons from Building Claude Code How We Use Skills]]** (new source) — June 3. Thariq Shihipar. 9 skill categories, gotchas sections, progressive disclosure, trigger keywords, `${CLAUDE_PLUGIN_DATA}` memory, on-demand hooks, distribution models.\n121\t- **[[Claude Code Skills Best Practices]]** (new concept) — Comprehensive concept page with 9 category table, writing rules, memory pattern, hook patterns, distribution decision tree, applicability to James's repos.\n122\t- **[[Claude Blog - Best Practices for Claude Cowork]]** (new source) — June 3. Austin Lau. Chat/Cowork/CC selection matrix, 5 ingredients of a Cowork task, daily briefing + budget pacing + reporting examples.\n123\t- **[[Claude Blog - Self-Service Data Analytics with Claude]]** (new source) — June 3. 3 failure modes + 4-layer architecture (canonical datasets, semantic layer, skills, validation). 95% automation at 95% accuracy.\n124\t\n125\t## 2026-06-03 (Claude blog — immediate ingest, batch 1+2)\n126\t- **[[Claude Blog - Dynamic Workflows in Claude Code]]** (new source) — June 2, 2026. Thariq Shihipar & Sid Bidasaria. `ultracode`, 6 patterns, adversarial verification, model routing.\n127\t- **[[Claude Code Dynamic Workflows]]** (new concept) — Pattern table, applicability notes for qip-qien + congressional-trading, comparison table vs Agent Teams vs Agent SDK.\n128\t- **[[Claude Blog - Introducing Dynamic Workflows]]** (new source) — May 28, 2026. Announcement post: plan availability, Bun Zig→Rust case study (750K lines, 11 days, 99.8% tests).\n129\t- **[[Claude Blog - Managed Agents Self-Hosted Sandboxes]]** (new source) — May 19, 2026. Sandbox providers: Cloudflare, Daytona, Modal, Vercel. MCP Tunnels for private-network MCP servers.\n130\t- **[[Managed Agents]]** (updated) — Added sandbox provider table and MCP Tunnels section.\n131\t- **[[Claude Blog - Founders Playbook]]** (new source) — May 14, 2026. 4 AI-remapped stages, Chat/Cowork/CC selection matrix, PDF download.\n132\t- **[[Claude Blog - Running an AI-Native Engineering Org]]** (new source) — June 3, 2026. Fiona Fung: JIT planning, kill obsolete processes, blurred roles, metrics.\n133\t- **[[AI-Native Engineering Org]]** (new concept) — Before/after table, hiring model, 3 non-negotiables, metrics, applicability to James.\n134\t- Triggered by James sharing dynamic workflows URL. Claude blog added to automated monitoring.\n135\t\n136\t## 2026-06-04 (claude-code-setup plugin — James request)\n137\t- **[[Claude Code Setup Plugin]]** (new tool page) — Official Anthropic plugin by Isabella He. Scans codebase, recommends tailored hooks/skills/MCP servers/subagents. Read-only. Added to Home.md.\n138\t\n139\t## 2026-06-04 (sweep #108)\n140\t- **Anthropic GitHub sweep #108** — 22 repos updated (11:07–12:59 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n141\t\n142\t## 2026-06-04 (sweep #107)\n143\t- **Anthropic GitHub sweep #107** — 21 repos updated (09:08–11:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n144\t\n145\t## 2026-06-04 (sweep #106)\n146\t- **Anthropic GitHub sweep #106** — 25 repos updated (07:19–08:59 UTC). CI/plugin-bump wave. Checked `anthropics/financial-services` (already in wiki as Claude for Financial Services) and `anthropics/defending-code-reference-harness` (description changed cosmetically; README still says not maintained — wiki accurate). Nothing new to ingest.\n147\t\n148\t## 2026-06-04 (sweep #105)\n149\t- **Anthropic GitHub sweep #105** — 20 repos updated (05:33–06:57 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n150\t\n151\t## 2026-06-04 (sweep #104)\n152\t- **Anthropic GitHub sweep #104** — 15 repos updated (03:22–04:58 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n153\t\n154\t## 2026-06-04 (sweep #103)\n155\t- **Anthropic GitHub sweep #103** — 20 repos updated (01:32–03:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n156\t\n157\t## 2026-06-03/04 (sweep #102)\n158\t- **Anthropic GitHub sweep #102** — 21 repos updated (23:47–00:59 UTC). CI/plugin-bump wave. All in wiki. `cwc-long-running-agents` confirmed = existing Long-Running Agent Primitives page. Skipped: `orjson` (Python JSON lib), `connect-rust` (Rust/infra), `anthropic-sdk-go` (base SDK). Nothing new.\n159\t\n160\t## 2026-06-03 (sweep #101)\n161\t- **Anthropic GitHub sweep #101** — 21 repos updated (21:26–23:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n162\t\n163\t## 2026-06-03 (sweep #100)\n164\t- **Anthropic GitHub sweep #100** — 19 repos updated (19:18–20:59 UTC). CI/plugin-bump wave. All in wiki. Skipped: `evals` (null desc, internal eval toolkit), `claude-code-base-action` (mirror), `anthropic-sdk-python` (base SDK). Nothing new.\n165\t\n166\t## 2026-06-03 (sweep #99)\n167\t- **Anthropic GitHub sweep #99** — 20 repos updated (17:12–19:00 UTC). CI/plugin-bump wave. All in wiki. Skipped: `sleeper-agents-paper` (research data), `claude-ai-mcp` (issue tracker), `buffa` (Rust/infra). Nothing new.\n168\t\n169\t## 2026-06-03 (sweep #98)\n170\t- **Anthropic GitHub sweep #98** — 19 repos updated (15:21–17:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n171\t\n172\t## 2026-06-03 (sweep #97)\n173\t- **Anthropic GitHub sweep #97** — 18 repos updated (13:07–15:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n174\t\n175\t## 2026-06-03 (sweep #96)\n176\t- **Anthropic GitHub sweep #96** — 20 repos updated (12:01–13:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n177\t\n178\t## 2026-06-03 (sweep #95)\n179\t- **Anthropic GitHub sweep #95** — 22 repos updated (09:02–10:59 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n180\t\n181\t## 2026-06-03 (sweep #94)\n182\t- **Anthropic GitHub sweep #94** — 26 repos updated (07:00–09:00 UTC). CI/plugin-bump wave. Skipped: base SDK clients (PHP, Ruby, Java, C#, Go, TypeScript, Python), `anthropic-retrieval-demo` (old RAG demo, covered by Cookbooks), `anthropic-tools` (legacy). Nothing new.\n183\t\n184\t## 2026-06-03 (sweep #93)\n185\t- **Anthropic GitHub sweep #93** — 28 repos updated (05:56–07:00 UTC). CI/plugin-bump wave. All in wiki. Skipped: `hh-rlhf` (RLHF research dataset, not applicable), `anthropic-tools` (null desc, likely legacy), `anthropic-sdk-typescript` (base API client, not agent SDK), `claude-code-base-action` (mirror). Nothing new.\n186\t\n187\t## 2026-06-03 (sweep #92)\n188\t- **Anthropic GitHub sweep #92** — 16 repos updated (03:14–04:57 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n189\t\n190\t## 2026-06-03 (sweep #91)\n191\t- **Anthropic GitHub sweep #91** — 21 repos updated (02:13–03:00 UTC).\n192\t- **[[Anthropic Courses]]** (new) — 5-course official curriculum: API fundamentals → prompt engineering → real-world prompting → evals → tool use. Jupyter notebooks. `anthropics/courses`.\n193\t- **[[Anthropic Prompt Engineering Tutorial]]** (new) — 9-chapter interactive prompt engineering course with exercise playgrounds + answer key. Direct API and Bedrock variants. `anthropics/prompt-eng-interactive-tutorial`.\n194\t- **[[Anthropic Skills Repo]]** (updated) — Added full skill inventory: 17 named skills including `algorithmic-art`, `mcp-builder`, `skill-creator`, `web-artifacts-builder`, `webapp-testing`, and document skills (docx, pdf, pptx, xlsx).\n195\t- **[[Knowledge Work Plugins]]** (updated) — Corrected count from 11 to 18; added Design, Engineering, Human Resources, Operations, Small Business, PDF Viewer, Partner Built, Cowork Plugin Management plugins.\n196\t- Skipped (already in wiki): `financial-services`, `claude-code`, `anthropic-cli`, `cwc-workshops`, `claude-for-legal`, `claude-agent-sdk-python`, `claude-code-action`, `defending-code-reference-harness`, `claude-code-security-review`, `claude-cookbooks`, `html-effectiveness`, `claude-quickstarts`, `claude-plugins-official`.\n197\t- Skipped (Rust/infra): `anthropic-sdk-go`, `cargo-nix-plugin`, `connect-rust`, `buffa`.\n198\t\n199\t## 2026-06-03 (overnight, sweep #90)\n200\t- **Anthropic GitHub sweep #90** — 14 repos updated (23:33–00:58 UTC). CI/plugin-bump wave. All in wiki or skip list. Skipped: `prompt-eng-interactive-tutorial` (coursework), `anthropic-sdk-python` (API client). Nothing new.\n201\t\n202\t## 2026-06-02 (evening — Tutti research)\n203\t- **[[Claude Code Agent Teams]]** (new) — Discovered while researching Tutti. Native experimental Claude Code feature: Team Lead + Teammates, shared task list, dependency management, plan approval, hooks. Enable via `CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1`. More limited than Tutti but zero extra tooling. Docs: code.claude.com/docs/en/agent-teams.\n204\t\n205\t## 2026-06-02 (evening, sweep #89)\n206\t- **Anthropic GitHub sweep #89** — 20 repos updated (21:17–23:00 UTC). CI/plugin-bump wave. All in wiki or skip list. Skipped: `claude-ai-mcp` (issue tracker), `prompt-eng-interactive-tutorial` (coursework), `claude-code-base-action` (mirror). Nothing new.\n207\t\n208\t## 2026-06-02 (evening, YouTube ingest — partial)\n209\t- **[[Behind the Craft - Josh Pigford AI Skills Stack]]** (new) — Josh Pigford's 4-skill AI stack for solo founder running 5 apps: /build (4-step), /adversarial-code-review (Opus vs GPT), /but-for-real (self-audit), /learnings. Full transcript pending — re-queued.\n210\t- **[[But For Real Skill]]** (new concept) — Self-audit pattern: adversarial follow-up prompt that assumes bugs exist, finds 3-5. Simulates PR code review. Low-overhead alternative to fresh-context evaluator.\n211\t- **[[Josh Pigford]]** (new person) — Solo founder, 25yr experience, sold $4M startup, building 5 apps with agents.\n212\t- **[[CWC - Problem Solvers Max Junestrand Legora]]** (new) — 2:44 Anthropic customer spotlight. Legora = AI-native OS for legal teams built on Claude.\n213\t- **[[Legora]]** (new tool) — Commercial AI-native operating system for legal teams. \"Raises the tide\" model: product capability improves with each Claude release.\n214\t- **[[Max Junestrand]]** (new person) — Founder/CEO at Legora.\n215\t- **[[Authority Hacker - Claude Opus 4.8 Review]]** (new) — Opus 4.8: 4.7 regression fixed, more honest/admits uncertainty, 4x fewer logic errors in code. Full transcript pending — re-queued.\n216\t- **Shorts/clips ingested from description only:** \"Launches are terrifying\" (28s Josh Pigford), \"Skill that makes AI catch bugs\" (47s /but-for-real detail), 3× Opus 4.8 shorts from Authority Hacker.\n217\t- **Monitor script bug fixed:** `hasCaption` check now requires response to start with `{` (was fooled by Google's rate-limit HTML page, which is also >200 chars).\n218\t\n219\t## 2026-06-02 (evening, sweep #88)\n220\t- **Anthropic GitHub sweep #88** — 19 repos updated (19:03–21:00 UTC). CI/plugin-bump wave. All in wiki or skip list. Skipped: `riegeli-rs` (Rust lib), `courses`, `prompt-eng-interactive-tutorial`, `claude-code-base-action` (mirror). Nothing new.\n221\t\n222\t## 2026-06-02 (evening, sweep #87)\n223\t- **Anthropic GitHub sweep #87** — 18 repos updated (17:19–19:00 UTC). CI/plugin-bump wave. All already in wiki or skip list. Skipped: `cargo-nix-plugin` (Rust infra), `prompt-eng-interactive-tutorial`, `courses` (coursework). Nothing new.\n224\t\n225\t## 2026-06-02 (afternoon, sweep #86)\n226\t- **Anthropic GitHub sweep #86** — 30 repos updated (15:46–16:58 UTC). Two new repos without wiki pages:\n227\t- **[[Agent SDK Workshop]]** (new) — Hands-on Claude Agent SDK workshop curriculum. 4-stage guided demo (chat → tools → subagents → memory) + breakout scenarios using 19 pre-built tools and 6 sub-agents.\n228\t- **[[Long-Horizon Coding Agent Demo]]** (new) — Archived re:Invent 2025 demo: GitHub issue → autonomous full-stack build → CloudFront preview → human approval gate. Bedrock AgentCore + Claude Agent SDK.\n229\t- Skipped (already in wiki): cwc-workshops, claude-for-legal, skills, financial-services, knowledge-work-plugins, defending-code-reference-harness, claude-code-action, claude-plugins-official, claude-code, claude-cookbooks, claude-agent-sdk-demos, claude-desktop-buddy, cwc-long-running-agents, html-effectiveness, scone-bench, claude-quickstarts, claude-plugins-community, life-sciences, claude-plugins-official.\n230\t- Skipped (infra/libs): terragrunt, argo-cd, orjson, swift-markdown, cargo-nix-plugin, connect-rust, s5cmd, hh-rlhf, homebrew-tap, headvis.\n231\t\n232\t## 2026-06-01\n233\t- **[[WidgetKit Engineering Pitfalls]]** (new) — Nine hard-learned WidgetKit lessons from shipping the CodexBar Burn Down widgets: intent-type orphaning, chronod caching, provider-data siloing, weekly-exhausted 5H row rules (0% remaining + weekly reset countdown + blank chart), and the early-cap reset pattern. macOS-primary with iOS applicability noted per section.\n234\t\n235\t## 2026-05-30\n236\t- **[[Apple Widget Rendering Modes]]** (new) — Detailed concept page on designing SwiftUI widgets that render correctly in both full-color and monochrome/accented modes: luminance-zone color strategy, arc opacity, adaptive dashed-line colors, `widgetAccentedRenderingMode`, and a design checklist.\n237\t- **[[Screenshot-First Visual Verification]]** (new) — Concept capturing the hard-learned lesson that screenshots are required to verify visual UI changes; code correctness and successful builds do not guarantee the rendered output matches intent.\n238\t\n239\t## 2026-05-31 (midday, sweep #63)\n240\t- **Anthropic GitHub sweep #63** — 18 repos updated. Nothing new. All in wiki or skip list.\n241\t\n242\t## 2026-05-31 (morning — @0x_rody subagents)\n243\t- **[[Claude Code Subagents]]** (new) — Practical guide to Claude Code subagents: separate Claude instances with own context windows. 5 templates (reviewer, test-writer, doc-writer, security, pr-writer). Auto-delegation via description field, Sonnet routing for 5× cost savings. Source: @0x_rody X article.\n244\t\n245\t## 2026-05-31 (afternoon, sweep #65)\n246\t- **Anthropic GitHub sweep #65** — 18 repos updated. Nothing new. All in wiki or skip list.\n247\t\n248\t## 2026-05-31 (afternoon, sweep #64)\n249\t- **Anthropic GitHub sweep #64** — 19 repos updated. Nothing new. All in wiki or skip list.\n250\t\n251\t## 2026-06-02 (afternoon, sweep #85)\n252\t- **Anthropic GitHub sweep #85** — 23 repos updated (13:13–15:00 UTC). CI/plugin-bump wave. `cwc-long-running-agents` was the only candidate — already has a full wiki page. Skipped: `anthropic-sdk-csharp/python` (API clients), `prompt-eng-interactive-tutorial`, `courses`. Nothing new.\n253\t\n254\t## 2026-06-02 (morning, sweep #84)\n255\t- **Anthropic GitHub sweep #84** — 16 repos updated (11:57–12:57 UTC). CI/plugin-bump automation wave. `connect-rust` (ConnectRPC for Rust) and `toy-models-of-superposition` (ML research notebooks) skipped — infra/research. `anthropic-cli` already has wiki page. All others previously ingested. Nothing new.\n256\t\n257\t## 2026-06-02 (morning, sweep #83)\n258\t- **Anthropic GitHub sweep #83** — 30 repos updated (07:11–11:01 UTC). Another CI/plugin-bump automation wave. All repos already have current wiki pages. Skipped: `buffa`, `cargo-nix-plugin` (Rust/Nix infra), `anthropic-sdk-python/typescript/ruby` (API client libs), `courses`, `prompt-eng-interactive-tutorial` (coursework). Nothing new to ingest.\n259\t\n260\t## 2026-06-02 (overnight, sweep #82)\n261\t- **Anthropic GitHub sweep #82** — 21 repos updated. CI automation (01:35–03:00 UTC). `claude-code-base-action` is a declared mirror of `claude-code-action`. Skipped: `anthropic-sdk-python`, `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n262\t\n263\t## 2026-06-01 (late night, sweep #81)\n264\t- **Anthropic GitHub sweep #81** — 16 repos updated. CI automation (23:08–01:00 UTC). `anthropic-tools` is a deprecated pre-API alpha for tool use (README has deprecation notice, superseded by official API). Skipped: `anthropic-sdk-python`, `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n265\t\n266\t## 2026-06-01 (evening, sweep #80)\n267\t- **Anthropic GitHub sweep #80** — 17 repos updated. CI automation (21:07–22:59 UTC). Skipped: `beam` (Apache Beam fork, infra), `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n268\t\n269\t## 2026-06-01 (evening, sweep #79)\n270\t- **Anthropic GitHub sweep #79** — 19 repos updated. CI automation (19:13–21:00 UTC). Skipped: `buffa` (Rust protobuf), `anthropic-sdk-python` (API client), `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n271\t\n272\t## 2026-06-01 (afternoon, sweep #78)\n273\t- **Anthropic GitHub sweep #78** — 20 repos updated. Staggered CI automation (17:01–18:59 UTC). All in wiki or skip list (coursework). Nothing new.\n274\t\n275\t## 2026-06-01 (afternoon, sweep #77)\n276\t- **Anthropic GitHub sweep #77** — 24 repos updated. Bulk CI wave (15:49–16:00 UTC) + a few stragglers. `claude-constitution` looked new but already has a wiki page in `concepts/`. Skipped: `cargo-nix-plugin`, `riegeli-rs` (Rust/Nix infra), `anthropic-sdk-python/go/csharp` (API client libs). Nothing new to ingest.\n277\t\n278\t## 2026-06-01 (midday, sweep #76)\n279\t- **Anthropic GitHub sweep #76** — 15 repos updated. Bulk CI automation wave (14:54–14:57 UTC, same plugin-bump workflow). `s5cmd` is an S3 CLI fork (infra, skip). All others already have current wiki pages. Nothing new.\n280\t\n281\t## 2026-06-01 (midday, sweep #75)\n282\t- **Anthropic GitHub sweep #75** — 19 repos updated. Activity is mostly CI automation (plugin bump workflows) and documentation polish (defending-code README). All repos already have wiki pages and coverage is current. Nothing new worth ingesting.\n283\t\n284\t## 2026-06-01 (morning, sweep #74)\n285\t- **Anthropic GitHub sweep #74** — 19 repos updated. Nothing new. All in wiki or skip list.\n286\t\n287\t## 2026-06-01 (morning, sweep #73)\n288\t- **Anthropic GitHub sweep #73** — 21 repos updated. One new: `riv2025-long-horizon-coding-agent-demo` — archived AWS re:Invent 2025 demo (autonomous coding agent: GitHub issue → Claude Agent SDK → AWS Bedrock AgentCore → CDK preview deploy → human approval gate). Archived/not maintained; relevant as a pattern reference only. Skipped full wiki page given AWS-only stack and archived status.\n289\t\n290\t## 2026-06-01 (early AM, sweep #72)\n291\t- **Anthropic GitHub sweep #72** — 18 repos updated. Nothing new. All in wiki or skip list.\n292\t\n293\t## 2026-06-01 (overnight, sweep #71)\n294\t- **Anthropic GitHub sweep #71** — 17 repos updated. Nothing new. All in wiki or skip list.\n295\t\n296\t## 2026-06-01 (overnight, sweep #70)\n297\t- **Anthropic GitHub sweep #70** — 17 repos updated. Nothing new. All in wiki or skip list.\n298\t\n299\t## 2026-06-01 (overnight, sweep #69)\n300\t- **Anthropic GitHub sweep #69** — 15 repos updated. Nothing new. All in wiki or skip list.\n301\t\n302\t## 2026-05-31 (evening, sweep #68)\n303\t- **Anthropic GitHub sweep #68** — 16 repos updated. Nothing new. All in wiki or skip list.\n304\t\n305\t## 2026-05-31 (evening, sweep #67)\n306\t- **Anthropic GitHub sweep #67** — 19 repos updated. Nothing new. All in wiki or skip list.\n307\t\n308\t## 2026-05-31 (evening, sweep #66)\n309\t- **Anthropic GitHub sweep #66** — 20 repos updated. One new: [[Long-Running Agent Primitives]] (updated) — added monitoring commands, \"Going further\" patterns table (ralph-loop, frontend-design, planner agent, browser-verified evaluator), and links to two Anthropic engineering blog posts.\n310\t- **`cwc-long-running-agents`** added to known repos.\n311\t\n312\t## 2026-05-31 (morning — Chrome WebMCP ingest)\n313\t- **[[WebMCP]]** (new) — Chrome's proposed web standard for AI agent tools. Two APIs: Imperative (JS `document.modelContext.registerTool()`) and Declarative (HTML form annotations). Developer trial now via Chrome flag, origin trial in Chrome 149. Directly applicable to qip-qien form layer.\n314\t\n315\t## 2026-05-31 (morning, sweep #62)\n316\t- **Anthropic GitHub sweep #62** — 17 repos updated. Nothing new. All in wiki or skip list.\n317\t\n318\t## 2026-05-31 (morning, sweep #61)\n319\t- **Anthropic GitHub sweep #61** — 18 repos updated. Nothing new. All in wiki or skip list.\n320\t\n321\t## 2026-05-31 (early AM, sweep #60)\n322\t- **Anthropic GitHub sweep #60** — 15 repos updated. Nothing new. All in wiki or skip list.\n323\t\n324\t## 2026-05-31 (overnight, sweep #59 + routines + tutti)\n325\t- **Anthropic GitHub sweep #59** — 27 repos updated. Nothing new. New skip list additions: `anthropic-sdk-php/ruby/java` (base language SDKs), `hh-rlhf` (academic dataset), `s5cmd` (S3 CLI infra fork), `tailscale-hint-extension` (internal Chrome extension).\n326\t- **[[Claude Code Routines]]** (new) — Full ingestion of routines feature from official docs. Cloud-hosted scheduled/triggered Claude Code runs. API + GitHub + time triggers, min 1hr schedule, daily cap, draws subscription quota. Linear kanban integration pattern documented.\n327\t\n328\t## 2026-05-31 (overnight, sweep #59)\n329\t- **Anthropic GitHub sweep #59** — 27 repos updated. Nothing new. All in wiki or on permanent skip list. New additions to skip list: `anthropic-sdk-php`, `anthropic-sdk-ruby`, `anthropic-sdk-java` (base language SDKs), `hh-rlhf` (academic RLHF dataset), `s5cmd` (S3 CLI infra fork), `tailscale-hint-extension` (internal Chrome extension for Tailscale troubleshooting).\n330\t\n331\t## 2026-05-31 (overnight, sweep #58)\n332\t- **Anthropic GitHub sweep #58** — 11 repos updated. Nothing new. All in wiki or skip list.\n333\t\n334\t## 2026-05-30 (overnight, sweep #57)\n335\t- **Anthropic GitHub sweep #57** — 19 repos updated. Nothing new. All in wiki or skip list.\n336\t\n337\t## 2026-05-30 (evening, sweep #56)\n338\t- **Anthropic GitHub sweep #56** — 21 repos updated. Nothing new. All already in wiki or on permanent skip list (`anthropic-sdk-go`, `anthropic-sdk-typescript`, `anthropic-sdk-python`, `evals`, `courses`, `prompt-eng-interactive-tutorial`).\n339\t\n340\t## 2026-05-30 (evening, sweep #55)\n341\t- **Anthropic GitHub sweep #55** — 13 repos updated. Nothing new. All already in wiki or on permanent skip list (`connect-rust`, `courses`).\n342\t\n343\t## 2026-05-30 (evening, sweep #54)\n344\t- **Anthropic GitHub sweep #54** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`connect-rust`, `courses`, `prompt-eng-interactive-tutorial`, `anthropic-sdk-typescript`).\n345\t\n346\t## 2026-05-30 (afternoon, sweep #53 + Dario interview)\n347\t- **Anthropic GitHub sweep #53** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list (`buffa`, `courses`, `prompt-eng-interactive-tutorial`, `claude-code-base-action`).\n348\t- **[[Cheeky Pint - Dario Amodei Interview]]** (new) — Ingested full transcript from Substack. Aug 6, 2025 Stripe/John Collison interview. Key extractions: model P&L analogy to drug dev, capitalistic impulses of AI models, 3–6 frontier players as final state, AGI-pilled products vs. wrapper products, the agentic UI impedance mismatch (no current product solves the \"fire-and-forget + deep inspection on demand\" problem), continual learning roadmap, market structure, regulation SB53/SB1047. Also created [[Agentic UI Impedance Mismatch]] concept page. Devin comparison doc saved to `/workspace/agent/research/devin-vs-claude-code.md`.\n349\t\n350\t## 2026-05-30 (afternoon, sweep #52)\n351\t- **Anthropic GitHub sweep #53** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list (`buffa`, `courses`, `prompt-eng-interactive-tutorial`, `claude-code-base-action`).\n352\t\n353\t## 2026-05-30 (afternoon, sweep #52)\n354\t- **Anthropic GitHub sweep #52** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`courses`, `prompt-eng-interactive-tutorial`, `anthropic-sdk-python`, `claude-ai-mcp`).\n355\t\n356\t## 2026-05-30 (midday, sweep #51)\n357\t- **Anthropic GitHub sweep #51** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`anthropic-sdk-go`, `courses`, `claude-ai-mcp`, `prompt-eng-interactive-tutorial`).\n358\t\n359\t## 2026-05-30 (morning, sweep #50)\n360\t- **Anthropic GitHub sweep #50** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n361\t  - Permanent skip list addition: `anthropic-sdk-csharp` (base C# API SDK, equivalent to `anthropic-sdk-go` — not the agent SDK).\n362\t\n363\t## 2026-05-30 (morning, sweep #49)\n364\t- **Anthropic GitHub sweep #49** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`cargo-nix-plugin`, `buffa`, `courses`, `prompt-eng-interactive-tutorial`).\n365\t\n366\t## 2026-05-30 (early AM, sweep #48)\n367\t- **Anthropic GitHub sweep #48** — 18 repos updated. No new repos. All already in wiki or on permanent skip list (`prompt-eng-interactive-tutorial`, `courses`).\n368\t  - **[[Claude Agent SDK Python]]** updated — added `SessionStore` (S3/Redis/Postgres session persistence), `EffortLevel` (\"low\"/\"medium\"/\"high\"/\"max\"/\"xhigh\" thinking budget control), deferred tool use decisions in hooks (async human-in-the-loop). Current version: 0.2.87 / bundled CLI v2.1.150.\n369\t\n370\t## 2026-05-30 (early AM, sweep #47)\n371\t- **Anthropic GitHub sweep #47** — 12 repos updated. No new repos. All already in wiki.\n372\t  - **[[Claude Plugins Official]]** updated — added full plugin inventory: 51 plugins (36 official, 15 external). Notable new entries: `hookify`, `ralph-loop`, `mcp-tunnels`, `session-report`, `skill-creator`, plus external plugins `discord`, `telegram`, `imessage`, `fakechat`, `firebase`, `terraform`, `context7`, `serena`, `laravel-boost`.\n373\t\n374\t## 2026-05-30 (early AM, sweep #46)\n375\t- **Anthropic GitHub sweep #46** — 16 repos updated. Nothing new. All already in wiki or on permanent skip list.\n376\t- New skip noted: `claude-code-base-action` — mirror of `claude-code-action` contents; no separate page needed.\n377\t\n378\t## 2026-05-29 (evening, sweep #45)\n379\t- **Anthropic GitHub sweep #45** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n380\t- New skips noted: `terragrunt` (Terragrunt infra tool fork — not an Anthropic AI product), `anthropic-sdk-go` (already added to skip list in #44).\n381\t\n382\t## 2026-05-29 (evening, sweep #44)\n383\t- **Anthropic GitHub sweep #44** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list.\n384\t- Permanent skip list addition: `anthropic-sdk-go` (base Go API SDK, equivalent to `anthropic-sdk-python` — not the agent SDK).\n385\t\n386\t## 2026-05-29 (evening, sweep #43)\n387\t- **Anthropic GitHub sweep #43** — 20 repos updated. Nothing new. Same set as sweep #42 (no new repo activity since last check). All already in wiki or on permanent skip list.\n388\t\n389\t## 2026-05-29 (evening, sweep #42)\n390\t- **Anthropic GitHub sweep #42** — 20 repos updated. 1 new item ingested, 1 updated:\n391\t  - **[[Anthropic CWC Workshops]]** (new) — `anthropics/cwc-workshops`. Previously mis-classified as skippable \"workshop materials.\" Actually 8 rich Anthropic Code-with-Claude workshop curricula: (1) Pick the Right Model via eval sweep, (2) Multi-agent decomposition (400-line prompt → skills + callable_agents + evals), (3) How Anthropic uses Claude Code (interview → spec → HTML explorations → Vite+React with DOM contract), (4) Ship Your First Managed Agent (SRE agent, 7 API calls), (5) Agent Battle (game bot config competition with 30s eval loop), (6) **Agents That Remember** (introduces **Dreaming Service** — offline transcript → structured memory primitive), (7) Eval-Driven Agent Development (PPTX agent, 6 variants, two-layer grader), (8) Deal Desk (multi-agent M&A team: coordinator + 4 parallel sub-agents + memory store + MCP Linear integration).\n392\t  - **[[Claude Plugins Official]]** updated — added skill-bundle plugin format (`strict: false` + `skills` array), for distributing SKILL.md repos without a full plugin.json manifest.\n393\t- Permanent skip list additions: `buffa` (Rust protobuf lib), `connect-rust` (Rust ConnectRPC), `anthropic-sdk-python` (standard Python SDK), `claude-ai-mcp` (issue tracker), `prompt-eng-interactive-tutorial` / `courses` (coursework).\n394\t- All other 15 repos already in wiki.\n395\t\n396\t## 2026-05-29 (afternoon, sweep #41)\n397\t- **Anthropic GitHub sweep #41** — 14 repos updated. Nothing new. All already in wiki or on permanent skip list (`courses`, `prompt-eng-interactive-tutorial` = coursework).\n398\t\n399\t## 2026-05-29 (afternoon, sweep #40)\n400\t- **Anthropic GitHub sweep #40** — 19 repos updated. 1 new item ingested:\n401\t  - **[[Claude for Financial Services]]** (new) — `anthropics/financial-services`. Full financial-services plugin suite: 10 named agents (Pitch Agent, Market Researcher, GL Reconciler, KYC Screener, etc.) + 9 vertical skill bundles (IB, ER, PE, WM, fund admin, operations) + partner plugins (LSEG, S&P Global). Deployable as Cowork plugins or Managed Agent templates via `/v1/agents`.\n402\t- **[[Long-Running Agent Primitives]]** updated — added built-in `/goal` command (new Claude Code feature: one-line completion checker using a separate fast model, no primitives needed for simple loops).\n403\t- All other 18 repos already in wiki or on permanent skip list (`connect-rust` = Rust ConnectRPC infra, `cwc-workshops` = workshop materials, `anthropic-sdk-typescript` = base API SDK, `prompt-eng-interactive-tutorial`/`courses` = coursework).\n404\t\n405\t## 2026-05-29 (midday, sweep #39)\n406\t- **Anthropic GitHub sweep #39** — 19 repos updated. Nothing new. Two new infra repos: `cargo-nix-plugin` (Nix+Cargo build tooling) and `nix-eval-jobs` (parallel Nix evaluator) — both infrastructure forks, skip. All others already in wiki or on permanent skip list.\n407\t\n408\t## 2026-05-29 (morning, sweep #38)\n409\t- **Anthropic GitHub sweep #38** — 21 repos updated. Nothing new. `swift-markdown` appeared (Apple's Swift Markdown parsing library fork — infra dependency, skip). All others already in wiki or on permanent skip list.\n410\t\n411\t## 2026-05-29 (morning, sweep #37)\n412\t- **Anthropic GitHub sweep #37** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n413\t\n414\t## 2026-05-29 (morning, sweep #36)\n415\t- **Anthropic GitHub sweep #36** — 20 repos updated. Nothing new. `sleeper-agents-paper` appeared (dataset samples from the \"Sleeper Agents: Training Robustly Deceptive LLMs\" research paper — pure academic artifact, skip). All others already in wiki or on permanent skip list.\n416\t\n417\t## 2026-05-29 (overnight, sweep #35)\n418\t- **Anthropic GitHub sweep #35** — 19 repos updated. Nothing new. `evals` appeared (2022 research dataset repo for model-written evaluations paper — pure academic artifact, no tool value). All others already in wiki or on permanent skip list.\n419\t\n420\t## 2026-05-29 (overnight, sweep #34)\n421\t- **Anthropic GitHub sweep #34** — 21 repos updated. 1 new skill commit ingested: `claude-api` skill updated with Managed Agents self-hosted sandboxes, mid-session agent updates, large MCP output offloading, and Opus 4.8 migration guide + tool-description guidance. Created [[Managed Agents]] wiki page. All other repos already in wiki or on permanent skip list.\n422\t\n423\t## 2026-05-29 (overnight, sweep #33)\n424\t- **Anthropic GitHub sweep #33** — 24 repos updated. Nothing new. New repos seen: `orjson` (Python JSON lib fork, infra), `tokio` (Rust async runtime fork, infra), `apitools` (deprecated google-apitools fork, irrelevant). All others already in wiki or on permanent skip list.\n425\t\n426\t## 2026-05-28 (night, sweep #32)\n427\t- **Anthropic GitHub sweep #32** — 22 repos updated. Nothing new. `anthropic-tools` appeared — deprecated pre-API alpha for tool use, superseded by official Claude API. Skipped. All others already in wiki or on permanent skip list.\n428\t\n429\t## 2026-05-28 (evening, sweep #31)\n430\t- **Anthropic GitHub sweep #31** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list.\n431\t\n432\t## 2026-05-28 (evening, sweep #30)\n433\t- **Anthropic GitHub sweep #30** — 21 repos updated. Nothing new. `homebrew-tap` appeared (Homebrew formulae repo for Anthropic tools — distribution infra, already referenced in [[Anthropic CLI]]). All others already in wiki or on permanent skip list.\n434\t\n435\t## 2026-05-28 (afternoon, sweep #29)\n436\t- **Anthropic GitHub sweep #29** — 26 repos updated. Nothing new. `anthropic-sdk-ruby` appeared (generic Ruby API SDK, skip like other language SDKs). All others already in wiki or on permanent skip list.\n437\t\n438\t## 2026-05-28 (afternoon, sweep #28)\n439\t- **Anthropic GitHub sweep #28** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n440\t\n441\t## 2026-05-28 (midday, sweep #27)\n442\t- **Anthropic GitHub sweep #27** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n443\t\n444\t## 2026-05-28 (morning, sweep #26)\n445\t- **Anthropic GitHub sweep #26** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n446\t\n447\t## 2026-05-28 (morning, YouTube)\n448\t- **YouTube monitor fired** — 1 short detected: \"AI Hacks: Master Claude Code for Perfect Workflows & Smarter Outputs!\" (Authority Hacker, fZLusTaoEiI). Transcript blocked by YouTube rate limit. Queued for retry.\n449\t\n450\t## 2026-05-28 (morning, sweep #25)\n451\t- **Anthropic GitHub sweep #25** — 21 repos updated. Nothing new. All already in wiki or on permanent skip list.\n452\t\n453\t## 2026-05-28 (morning, sweep #24)\n454\t- **Anthropic GitHub sweep #24** — 24 repos updated. Nothing new. All already in wiki or on permanent skip list (financial-services, prompt-eng, cwc-workshops, anthropic-sdk-typescript/python/go, claude-ai-mcp).\n455\t\n456\t## 2026-05-28 (overnight, sweep #23)\n457\t- **Anthropic GitHub sweep #23** — 19 repos updated. Nothing new. `anthropic-sdk-php` appeared (generic PHP API SDK, skip like other language SDKs). All others already in wiki or on permanent skip list.\n458\t\n459\t## 2026-05-28 (overnight, sweep #22)\n460\t- **Anthropic GitHub sweep #22** — 21 repos updated. 1 updated: Claude for Life Sciences (description changed — repo will host marketplace.json long-term but MCP servers have moved out). All others already in wiki or on skip list.\n461\t\n462\t## 2026-05-28 (overnight, sweep #21)\n463\t- **Anthropic GitHub sweep #21** — 21 repos updated. 1 updated: Defending Code Reference Harness (description changed + README significantly expanded with skills list, 4-stage ramp-up, best practices, advanced strategies). All others already in wiki or on skip list.\n464\t\n465\t## 2026-05-27 (evening)\n466\t- **Friction-First Development** — Ingested from James's message (May 27, 2026). Created concept page with 6 principles + Problem & Friction Analysis template. Connected to Claude Code Drift Problem, 3-Layer Context Engineering, Human Sandwich Model.\n467\t\n468\t## 2026-05-27 (night, sweep #20)\n469\t- **Anthropic GitHub sweep #20** — 20 repos updated. Nothing new. `anthropic-sdk-java` appeared (generic Java API SDK, skip like other language SDKs). All others already in wiki or on skip list.\n470\t\n471\t## 2026-05-27 (evening, sweep #19)\n472\t- **Anthropic GitHub sweep #19** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list.\n473\t\n474\t## 2026-05-27 (evening, sweep #18)\n475\t- **Anthropic GitHub sweep #18** — 16 repos updated. 1 new ingested: Anthropic Performance Take-Home. README was 404 last sweep; contents now accessible via API. All others already in wiki or on skip list.\n476\t\n477\t## 2026-05-27 (afternoon, sweep #17)\n478\t- **Anthropic GitHub sweep #17** — 17 repos updated. Nothing new. `original_performance_takehome` (\"Anthropic's original performance take-home\") appeared but README returned 404 — queued for retry.\n479\t\n480\t## 2026-05-27 (afternoon, YouTube batch)\n481\t- **YouTube monitor fired** — 11 videos detected, 2 already ingested (Ryan Carson, Claude Code Roast). Transcripts rate-limited by YouTube for all 7 remaining full videos. 4 high/medium priority queued for retry (slides tutorial, founder hiring, over-invest in systems, Anthropic builds Claude). 3 Authority Hacker shorts (CLAUDE.md auto-update theme) noted — theme already covered by [[Claude Code Drift Problem]].\n482\t\n483\t## 2026-05-27 (afternoon, sweep #16)\n484\t- **Anthropic GitHub sweep #16** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list.\n485\t\n486\t## 2026-05-27 (midday, sweep #15)\n487\t- **Anthropic GitHub sweep #15** — 20 repos updated. 1 new ingested: Claude's C Compiler. All others already in wiki or on permanent skip list.\n488\t\n489\t## 2026-05-27 (morning, sweep #14)\n490\t- **Anthropic GitHub sweep #14** — 18 repos updated. Nothing new. `cwc-long-running-agents` is a workshop companion to [[Long-Running Agent Primitives]] (same patterns, already in wiki). `hh-rlhf` is a research RLHF dataset, not a tool.\n491\t\n492\t## 2026-05-27 (morning, sweep #13)\n493\t- **Anthropic GitHub sweep #13** — 24 repos updated. Nothing new. `cwc-long-running-agents` first appeared here; content duplicates [[Long-Running Agent Primitives]]. All others already in wiki or on permanent skip list.\n494\t\n495\t## 2026-05-27 (morning, sweep #12)\n496\t- **Anthropic GitHub sweep #12** — 20 repos updated. Nothing new. All already in wiki or on permanent skip list.\n497\t\n498\t## 2026-05-27 (early morning, sweep #11)\n499\t- **Anthropic GitHub sweep #11** — 20 repos updated. Nothing new. `claude-code-base-action` is a mirror of `claude-code-action` (already in wiki). All others already ingested or on permanent skip list.\n500\t\n501\t## 2026-05-26 (late night, sweep #10)\n502\t- **Anthropic GitHub sweep #10** — 18 repos updated. 1 new ingested: Claude Agent SDK Python. All others already in wiki or on skip list (financial-services, courses, cwc-workshops, buffa, anthropic-sdk-go/ts/python).\n503\t\n504\t## 2026-05-26 (evening, sweep #9)\n505\t- **Anthropic GitHub sweep #9** — 17 repos updated. 1 new ingested: Scone Bench. 1 skipped (claude-ai-mcp — issue tracker only). Existing repos already in wiki.\n506\t\n507\t## 2026-05-26 (morning, cont.)\n508\t- **vercel-labs/agent-browser** — Ingested. Created wiki page with applicability notes for qip-qien, instagram transcripts, and congressional-trading.\n509\t\n510\t## 2026-05-26 (morning)\n511\t- **Instagram - hegetfunds - Claude Code Team of Developers** — Ingested (May 6, 2026). Created pages for: hegetfunds (creator), source page. Direct Instagram fetch worked without auth for public content.\n512\t\n513\t## 2026-05-26 (afternoon, sweep #6)\n514\t- **Anthropic GitHub sweep #6** — 17 repos updated. 1 new ingested: Defending Code Reference Harness. Skipped: coursework, generic SDKs, financial-services.\n515\t\n516\t## 2026-05-26 (morning, sweep #5)\n517\t- **Anthropic GitHub sweep #5** — 23 repos updated. 2 new ingested: Claude for Life Sciences, Claude for Healthcare. Skipped: coursework, generic SDKs, financial-services (internal).\n518\t\n519\t## 2026-05-26 (overnight queue)\n520\t- **AI Daily Brief - The 4 AI Team Members Execs Should Hire Right Now** — Ingested (May 25, 2026). Created pages for: 4 AI Digital Employees Framework, Nufar Gaspar, source page. Updated: Nathaniel Whittemore, Home index. No transcript available; used Apple Podcasts metadata.\n521\t\n522\t## 2026-05-25 (late)\n523\t- **Authority Hacker - Claude Code Setup Roast** — Ingested (May 21, 2026). Created pages for: Gael Breton, Mark Webster, Claude Code Drift Problem, source page. Updated: Claude Code, Home index. Also confirmed Authority Hacker YouTube channel ID for monitoring.\n524\t\n525\t## 2026-05-25 (night, sweep #4)\n526\t- **Anthropic GitHub sweep #4** — 20 repos updated. 3 new ingested: Long-Running Agent Primitives, Claude Plugins Community, Anthropic CLI. Skipped: SDK variants (C#, Go, TypeScript), cwc-workshops (coursework), financial-services (internal).\n527\t\n528\t## 2026-05-25 (night, sweep #3)\n529\t- **Anthropic GitHub sweep #3** — 30 repos updated. 3 new ingested: Claude Code Monitoring Guide, GitHub MCP Server, Devcontainer Features. Skipped: sycophancy-to-subterfuge-paper (pure research), redis-py/orjson/anthropic-sdk-python (infra forks), coursework repos.\n530\t\n531\t## 2026-05-25 (night)\n532\t- **Anthropic GitHub sweep #2** — 17 repos updated since last check. 3 new: HTML Effectiveness Examples, Claude Constitution, Claude Agent SDK TypeScript. Created pages for all three. Updated Home index.\n533\t\n534\t## 2026-05-25 (evening)\n535\t- **Big Technology Podcast - Boris Cherny Claude Code** — Ingested (May 20, 2026). Created pages for: Boris Cherny, Alex Kantrowitz, Tokenmaxxing, Saaspocalypse. Updated: Claude Code, Home index.\n536\t\n537\t## 2026-05-25\n538\t- **Behind the Craft - Ryan Carson Episode** — Ingested tools and workflow details from podcast episode (May 24, 2026). Created pages for: Devin, OpenClaw, ClawChief, Claude Code, Codex, Sentry, Tailscale, Ryan Carson, Peter Yang.\n539\t- **AI Daily Brief - Why Agents Still Need Humans** + **Dan Shipper - After Automation Essay** — Ingested episode and its primary source (May 24/21, 2026). Created pages for: Human Sandwich Model, Dan Shipper, Nathaniel Whittemore. Updated: Claude Code, Codex.\n540\t- **Behind the Craft - Ravi Mehta Context Engineering** — Ingested (May 3, 2026). Created pages for: 3-Layer Context Engineering System, Ravi Mehta, Figma, Granola, Wispr Flow, Linear. Full chapter timestamps with YouTube deep links.\n541\t- **Anthropic GitHub repos sweep** — Checked 18 repos updated May 25, 2026. Ingested 10 relevant repos. Created pages for: Anthropic Skills Repo, Claude Plugins Official, Knowledge Work Plugins, Claude for Legal, Claude Agent SDK Demos, Claude Cookbooks, Claude Quickstarts, Claude Code Action, Claude Code Security Review, Claude Desktop Buddy. Skipped: connect-rust (infra), courses/cwc-workshops/prompt-eng-tutorial (coursework), financial-services (internal), anthropic-sdk-python (generic SDK).\n542\t"}]},"uuid":"cc4a2249-7b1f-496d-bfba-1d2a1ba4f010","timestamp":"2026-07-06T23:01:23.539Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/wiki/Wiki Ingest Log.md","content":"# Ingest Log\n\nChronological record of everything added to this wiki.\n\n---\n\n## 2026-07-06\n\n- **[[CLAUDE.md Progressive Disclosure]]** (new concept, internal-origin) — Method from the root CLAUDE.md audit: measure per-section token cost, classify sections by *when needed* (always-relevant stays inline compressed; situational moves to `.claude/docs/` behind trigger-phrased pointers), add a size-budget guardrail against regrowth. First application: 16.3KB → ~9KB, zero facts lost.\n- **[[X - EXM7777 - Do This On Your Last Day With Fable]]** (new source) — X Article by @EXM7777 (Machina). Tactical playbook for extracting durable artifacts from a frontier model before it moves to pay-per-token. Five moves: workspace standards, consultant audit, second brain run, `/goal` + dynamic workflows, extract-approach skill.\n- **[[Frontier Model Extraction Strategy]]** (new concept) — The underlying pattern: frontier judgment required to *create*, ordinary intelligence sufficient to *use*. The irreversibility filter test: \"Can a cheaper model redo this tomorrow?\"\n- **CLAUDE.md: Learning Law** (root instruction, internal-origin) — Formalized the extract-approach idea from the EXM7777 article as a standing rule, routed through the second brain instead of a new skill: after every non-trivial solved problem, write an atomized `wiki/concepts/` note (approach, why it worked, when to reuse). Mechanics added to `second-brain/SCHEMA.md` → \"Internal learning capture.\"\n- **[[Question-Led Selling Arc]]** (updated concept) — Added a stage-2 profiling block (how they heard about us, role, prior tool, what they're building) answered via buttons, kept distinct from the arc's own-words questions. Generalized as a cross-project pattern in root CLAUDE.md for any solution-selling / end-user-facing site.\n\n## 2026-07-03 (AgenticLever discovery flow)\n- **[[Question-Led Selling Arc]]** (new concept) — Synthesis of SPIN / Sandler / NEPQ / Oren Klaff / Chris Do into a four-step ask-don't-pitch arc (problem → change → cost → worth). Deployed as the stage-2 discovery form on the AgenticLever landing page; full playbook in `projects/AgenticLever/docs/discovery-playbook.md`.\n\n## 2026-06-13 (Anthropic GitHub sweep #22)\n- **[[Claude Fable 5 and Mythos 5]]** (updated) — Added full classifier fallback API reference: `stop_details.category` values (cyber/bio/reasoning_extraction), server-side fallback via `fallbacks` param + `anthropic-beta: server-side-fallback-2026-06-01`, billing change for client-side fallback (`fallback_credit_token` → cache-read rate), `recommended_model` field. Source: new `fable_5_fallback_billing/guide.ipynb` in claude-cookbooks.\n- **[[Claude Cookbooks]]** (updated) — Added three new notable additions: Fable 5 fallback/billing guide, Sentry triage scheduled Managed Agent (vault credentials, cron, `sentry-cli`), async multi-agent orchestration patterns.\n- **[[Claude for Healthcare]]** (updated) — Added missing ICD-10 Codes MCP server to the remote MCP table.\n- Skipped: anthropic-tools (deprecated alpha SDK), all SDKs (changelog bumps), coursework repos, infra libs (riegeli-rs).\n\n## 2026-06-12 (Anthropic GitHub sweep #21)\n- **Nothing new.** 30 repos updated — all maintenance: automated SHA bumps, version increments, changelog updates. All relevant repos already ingested in prior sweeps.\n\n## 2026-06-11 (Anthropic GitHub sweep #20)\n- **[[Ralph Loop Plugin]]** (new tool) — Stop-hook-based autonomous iteration loop. Feeds Claude the same prompt until it outputs a completion promise string. For well-defined tasks with automatic verification (tests, linters). Built on Geoffrey Huntley's \"Ralph Wiggum\" technique. Claims: 6 repos overnight, $50k contract for $297 API cost.\n- **[[Hookify Plugin]]** (new tool) — Create Claude Code hooks from natural language descriptions or auto-analysis of conversation frustrations. Markdown config files, regex pattern matching, no hooks.json editing. Instant effect (no restart needed).\n- Skipped (already ingested in prior sweeps): claude-code-monitoring-guide, claude-desktop-buddy, ClaudeForFoundationModels, claudes-c-compiler, cwc-long-running-agents, knowledge-work-plugins, defending-code-reference-harness, claude-plugins-official, financial-services, anthropic-sdk-python/typescript (version bumps only), claude-agent-sdk-python/typescript (version bumps only).\n\n## 2026-06-10 (James requests, continued)\n- **[[PineForge MCP]]** (new tool) — Hosted MCP server for real Pine Script v6 backtests. One-line install, no key/signup. 245/246 parity with TradingView. Hosted: 13mo Binance crypto OHLCV, 100 backtests/week/IP. Self-hosted Docker: unlimited, your own data. Directly applicable to tradingbot25 (crypto instruments) and congressional-trading (Docker + custom data).\n- **[[Reddit - PineForge Pine v6 Hosted MCP]]** (new source) — Full post text preserved.\n\n## 2026-06-10 (Claude blog — auto-detected, 5pm CT)\n- **[[Claude Blog - Building With Claude Managed Agents]]** (new source) — June 10. By Gagan Bhat & Isabella He (Applied AI). Core new content: decoupled harness/sandbox architecture (p50 ~60% / p95 >90% latency reduction), Dreaming (scheduled memory refinement from session logs), Outcomes (agent self-grading against rubrics), harness evolution problem (\"context anxiety\" in Sonnet 4.5), three-phase evolution narrative, clear when-to-use/not-use guidance. Customer benchmarks: Notion \"12h→20min\", Rakuten ~1 week/agent.\n- **[[Managed Agents]]** (updated) — Added Decoupled Architecture section with metrics, Dreaming, Outcomes, harness evolution problem, when-to-use guidance.\n\n## 2026-06-10 (James requests, continued)\n- **[[AdiiX - Claude Trading Bot Architecture]]** (new source) — 7.1M views, 17K bookmarks. Multi-asset bot (SPX/NDX mean reversion 15m, crypto momentum 1h, commodities trend 4h). ATR sizing, 1% hard stops, cross-asset correlation filter. Key pattern: Claude Code writes/updates logic; Claude Cowork sends 7am/9pm daily briefings. No public repo — engagement farming for ARES community. Performance claims not verified. Architecture is directly applicable to tradingbot25 and congressional-trading.\n- **[[Teach Skill]]** (new tool) — `/teach` by Matt Pocock. Personalized tutor skill: ZPD-based curriculum, HTML lessons, learning records as persistent memory. Trigger-based (zero context cost when idle). Claude Code only — local file system required. 682K+ views on Matt's video, 7.3K bookmarks.\n\n## 2026-06-10 (James requests)\n- **[[Boris Cherny - Self-Verification Loops]]** (new source) — @bcherny's own post (311.5K views, 3.7K bookmarks). First-party statement: self-verification is the mechanism that enables longer autonomous runs. Cites @delba_oliveira's breakdown. Quoted ClaudeDevs post (Jun 2) has 839.4K views, 9.7K bookmarks. Found YouTube video: \"Claude Code Patterns: Feedback loops\" (https://youtu.be/CNYE5nQfRaQ) — queued for ingest.\n- **[[DCBitMax - Bitcoin Power Law Out-of-Sample Test]]** (new source) — @DCBitMax ran out-of-sample validation of Bitcoin Power Law (Santostasi + Perrenod) using Claude Opus 4.8. Froze model at 2016 → 10-year mean residual −0.05σ. Paper: zenodo.org/records/19387099. Applicability note: same methodology applies to congressional-trading signal model evaluation.\n- **[[Delba de Oliveira]]** (new people page) — MTS Claude Code engineer at Anthropic. Created the canonical self-verification video. Added to people/.\n- **[[Alpha Batcher - Boris Cherny 5-Day Claude Code Setup]]** (new source) — X post by @alphabatcher. 80.4K views, 809 bookmarks. Boris Cherny's 5-day progressive setup ladder: CLAUDE.md → verification scripts → commands (babysit/triage/deploy-watch) → loops → overnight inbox pattern. Core rule: every code-writing loop needs a separate verifier. Embedded video: \"Reflecting on a year of Claude Code\" with Cherny & Cat Wu. Linked @Av1dlive article pending (X internal, requires auth).\n- **[[Builder-Verifier Loop Pattern]]** (new concept) — Extracted from Cherny's rule. Builder writes code; Verifier runs the real app; you read the diff. Distinct from test suites. Maps to Fresh-context evaluator and adversarial verification patterns. Includes `.claude/inbox/` async handoff and applicability notes for James's projects.\n\n## 2026-06-10 (Anthropic GitHub sweep #19, 8am CT)\n- **Anthropic GitHub sweep #19** — 30 repos updated. All previously documented except for skills commits with new content.\n- **[[Claude Fable 5 and Mythos 5]]** (new tool page) — API-level technical details from claude-api skill commit #1294: always-on adaptive thinking, 30% tokenizer difference, refusal stop reason + SDK middleware, 30-day data retention, full migration guide. Complements the practitioner field reports from the June 9 X sweep.\n- **[[Managed Agents]]** (updated) — Added `system.message` event section (mid-session system prompt updates, Opus 4.8 only, from commit #1297).\n- **[[Anthropic Skills Repo]]** (updated) — Added 3 new commits: #1294 (Fable 5/Mythos 5), #1297 (scheduled deployments + vault creds + system.message), #1293 (frontend-design skill update).\n\n## 2026-06-09 (Claude blog — auto-detected, 5pm CT)\n- **[[Claude Blog - Whats New in Claude Managed Agents]]** (new source) — June 9. Two new public beta features for Managed Agents: (1) Scheduled deployments — agents run on cron schedules without custom scheduler infra, full lifecycle controls (pause/resume/archive/manual trigger); (2) Env vars in vaults — credentials stored as placeholders in sandbox, injected only at network boundary, domain-restricted, live-propagating updates. Supported integrations at launch: Browserbase, KERNEL, Notion, Ramp, Sentry CLIs. Customer examples: Rakuten, Actively AI, Ando, Notion, Browserbase, Milana.\n- **[[Managed Agents]]** (updated) — Added scheduled deployments and env vars in vaults sections.\n\n## 2026-06-09\n- **[[X AI Signal Ingestion Source]]** (new regular source) — Added X as an ongoing AI signal source with `config/x-ai-watchlist.json` and `scripts/create-x-ai-sweep.mjs`. Safety boundary: browser-visible/public pages only, no cookie/token extraction, no posting/DM/like/bookmark/repost/follow automation.\n- **[[X AI Signal Sweep - 2026-06-09]]** (new source) — Seed sweep from normal Safari-visible X profile pages. Captured current signals from [[Andrej Karpathy]], [[Simon Willison]], [[Dan Shipper]], Ethan Mollick, and @claudeai around Claude Fable 5 / Mythos capability reports and token-cost accounting gaps.\n- **[[Frontier Model Qualitative Step Change]]** (new concept) — Treat credible practitioner reports of a major qualitative jump as a trigger for controlled long-horizon evals, not as proof. Connects to [[Long-Running Agent Primitives]] and [[Claude Code Dynamic Workflows]].\n- **[[AgentsView]]** (new tool) — Agent token/cost accounting tool surfaced by Simon Willison. Useful when preview/new model pricing lags in dashboards and third-party pricing databases.\n- **[[Andrej Karpathy]]** and **[[Simon Willison]]** (new people pages) — Added as tier-1 X watchlist voices for frontier model capability, LLM tooling, evals, cost accounting, and workflow ergonomics.\n- **[[Mountain Movers - Boris Cherny Loop Definition]]** (new source) — Boris Cherny's 3-stage definition of engineer evolution + what a loop actually is: a program that prompts, reads, evaluates, re-prompts. Three hard stops, skills vs. plumbing distinction, historical lineage (ReAct → AutoGPT → Ralph → /goal → multi-agent). Applicability notes for all of James's projects.\n- **[[Reddit - Depureco MCP Case Study]]** (new source) — r/ClaudeAI post by Depureco (Italian industrial vacuum manufacturer). Remote MCP over HTTP connecting product catalog to Claude. Key insight: domain-grounded AI becomes humble — stops pretending, starts asking better questions. Directly applicable to qip-qien triage agent design and future FDA 483 tool architecture.\n- **[[Ramón Lopez]]** (new people page) — Moved from agent workspace. Full professional profile: Sr. Director Digital Manufacturing Architecture at Jabil, 25+ yrs medical device quality, qip-qien domain expert connection.\n- **[[Ingestion Pipeline Patterns]]** (new reference) — Moved from agent workspace. 6 patterns: QFS, chapter chunking, map-reduce, tiered models, prompt caching, RAPTOR. Phase 1–3 implementation roadmap.\n- **[[Instagram Reel Transcription Pipeline]]** (new reference) — Moved from agent workspace. agent-browser + Whisper pipeline design, cost estimates, implementation checklist.\n- **[[Devin vs Claude Code]]** (new concept) — Moved from agent workspace. Full research comparison with SWE-Bench stats, failure modes, billing analysis, verdict for James.\n- **[[Ryan Carson Tool Usage Notes]]** (new reference) — Moved from agent workspace. Granular \"how he uses each tool\" notes from the May 24 episode.\n- **[[Shared Vault Mount Guide]]** (new reference) — Moved from agent workspace. Step-by-step NanoClaw multi-agent vault mounting guide.\n- **[[James Lopez]]** (new people page) — INTJ-A personality profile with trait scores and implications. Added to wiki/people/.\n- **[[Coding Agent Behavior Guide]]** (new reference page) — Derived from INTJ-A profile: communication style, autonomy rules, intellectual honesty expectations, 5 INTJ blindspot compensations, background context. Ready to paste into any project's CLAUDE.md.\n\n## 2026-06-08 (Claude blog — 2 new posts, 5pm CT)\n- **[[Claude Blog - Claude for Foundation Models]]** (new source) — June 8. Swift package integrating Claude with Apple's Foundation Models framework (iOS/macOS 27+). Hybrid architecture: on-device model for fast/private tasks, Claude for reasoning + web search. Typed Swift inputs, streaming to SwiftUI. Directly relevant to James's iOS apps.\n- **[[Claude Foundation Models Swift Package]]** (new tool) — Tool page for the above SDK. Platform table, when-to-use-each-tier matrix, applicability to DashSmash and Speaker Listens.\n- **[[Claude Blog - Connector Observability]]** (new source) — June 8. Observability dashboards for published MCP connectors: active users, tool call counts, latency per tool, usage by Claude surface. In-app directory submission. Less immediately relevant but good ecosystem context.\n\n## 2026-06-08 (sweep #18, 8am CT)\n- **Anthropic GitHub sweep #18** — 30 repos updated (CI/release wave). All already had wiki pages from prior sweeps. `anthropics/headvis` skipped again (unmaintained research tool; evaluated in sweep #16).\n- **[[Anthropic Skills Repo]]** (updated) — `claude-api` skill major update (PR #1276): token counting, cache pre-warming (`max_tokens: 0`), mid-conversation system messages (beta), auth guidance, Anthropic CLI + Claude Platform on AWS docs added, Managed Agents 300 RPM rate limit + SDK drift fixes, Sonnet 4/Opus 4 deprecated in models.md.\n\n## 2026-06-07 (manual ingest — James request)\n- **[[0xchromium - Claude Workflows That Run Without You]]** (new source) — Full X Article by @0xchromium. Extracted via agent-browser from `x.com/0xchromium/status/2062515355306631467`. Covers 4-part workflow anatomy, 12 workflow templates by role, 5-step build process, copy-paste morning briefing prompt. Applicability notes for congressional-trading and qip-qien.\n- **[[Andrej Karpathy - How I Use LLMs]]** (new source) — Feb 27, 2025 YouTube video (2h11m, 2.4M views, ID: `EWvNQjAaOHw`). Full chapter list captured. Key concepts: zip-file analogy, LLM council, thinking-model threshold, tool integration hierarchy. Raw transcript unavailable (proxy blocks YouTube timedtext API); content sourced from Karpathy's X post and published writeups.\n\n## 2026-06-07 (sweep #17, 8am CT)\n- **Anthropic GitHub sweep #17** — 30 repos updated (CI wave). All in wiki. Language SDKs (C#, Ruby, Go) not James's stack. Nothing new to ingest.\n\n## 2026-06-06 (sweep #16, 8am CT)\n- **Anthropic GitHub sweep #16** — 30 repos updated (CI wave). `anthropics/headvis` is new but it's an unmaintained research tool for visualizing attention heads in transformer models — not relevant to James's workflow focus. `anthropics/anthropic-sdk-php` and `anthropics/anthropic-sdk-java` are language SDKs outside James's stack. Everything else already in wiki. Nothing new to ingest.\n\n## 2026-06-05 (Claude blog — 2 new posts)\n- **[[Claude Blog - Claude Cowork Product Guide]]** (new source) — June 5. Official product guide: 7 workflow templates, permissions model, plugin usage, 3-tool selection matrix.\n- **\"How one Anthropic seller rebuilt his team's workflows\"** — Skipped. Sales/GTM case study (CLAFTS email assistant, Daily Brief, CRM aggregation). Pattern is interesting (individual → team → plugin distribution) but the workflows are sales-specific.\n\n## 2026-06-04 (sweep #15, 11pm CT)\n- **Anthropic GitHub sweep #15** — 28 repos updated (CI/release wave). Verified `anthropics/cwc-long-running-agents` (fully covered by [[Long-Running Agent Primitives]]). `anthropics/anthropic-tools` is deprecated — redirects to official docs, no page warranted. No new skills commits. Nothing new to ingest.\n\n## 2026-06-04 (sweep #14, 7pm CT)\n- **Anthropic GitHub sweep #14** — 14 repos updated (CI sweep). `anthropics/healthcare` appeared new but was already documented as [[Claude for Healthcare]]. Still on v2.1.162. Nothing new to ingest.\n\n## 2026-06-04 (sweep #13, 5pm CT)\n- **Anthropic GitHub sweep #13** — 18 repos updated (CI sweep, same pattern as #12). Still on claude-code v2.1.162. All repos already documented. Nothing new to ingest.\n\n## 2026-06-04 (sweep #12, 3pm CT)\n- **Anthropic GitHub sweep #12** — 21 repos updated (mass coordinated release). All already had wiki pages. Updated [[Claude Code]] to add missed features from v2.1.139–154: dynamic workflows (parallel background agents), Agent view dashboard, /goal command. No new repos to ingest.\n\n## 2026-06-04 (sweep #11, 1pm CT)\n- **Anthropic GitHub sweep #11** — 19 repos updated. All already had wiki pages. Updated [[Claude Code]] with CLI improvements (v2.1.160–2.1.162): parallel tool independence, edit-after-grep workflow, `waitingFor` status in agents JSON, OTel metric labels. No new repos to ingest.\n\n## 2026-06-03\n- **[[Tailscale]]** (new tool page) — Full recipe for exposing a local project server to phone via `tailscale serve` + launchd, including the `--hostname 127.0.0.1` gotcha for Node.js port conflicts.\n\n## 2026-06-03 (Claude blog — batch 3, auto-detected)\n- **[[Claude Blog - Lessons from Building Claude Code How We Use Skills]]** (new source) — June 3. Thariq Shihipar. 9 skill categories, gotchas sections, progressive disclosure, trigger keywords, `${CLAUDE_PLUGIN_DATA}` memory, on-demand hooks, distribution models.\n- **[[Claude Code Skills Best Practices]]** (new concept) — Comprehensive concept page with 9 category table, writing rules, memory pattern, hook patterns, distribution decision tree, applicability to James's repos.\n- **[[Claude Blog - Best Practices for Claude Cowork]]** (new source) — June 3. Austin Lau. Chat/Cowork/CC selection matrix, 5 ingredients of a Cowork task, daily briefing + budget pacing + reporting examples.\n- **[[Claude Blog - Self-Service Data Analytics with Claude]]** (new source) — June 3. 3 failure modes + 4-layer architecture (canonical datasets, semantic layer, skills, validation). 95% automation at 95% accuracy.\n\n## 2026-06-03 (Claude blog — immediate ingest, batch 1+2)\n- **[[Claude Blog - Dynamic Workflows in Claude Code]]** (new source) — June 2, 2026. Thariq Shihipar & Sid Bidasaria. `ultracode`, 6 patterns, adversarial verification, model routing.\n- **[[Claude Code Dynamic Workflows]]** (new concept) — Pattern table, applicability notes for qip-qien + congressional-trading, comparison table vs Agent Teams vs Agent SDK.\n- **[[Claude Blog - Introducing Dynamic Workflows]]** (new source) — May 28, 2026. Announcement post: plan availability, Bun Zig→Rust case study (750K lines, 11 days, 99.8% tests).\n- **[[Claude Blog - Managed Agents Self-Hosted Sandboxes]]** (new source) — May 19, 2026. Sandbox providers: Cloudflare, Daytona, Modal, Vercel. MCP Tunnels for private-network MCP servers.\n- **[[Managed Agents]]** (updated) — Added sandbox provider table and MCP Tunnels section.\n- **[[Claude Blog - Founders Playbook]]** (new source) — May 14, 2026. 4 AI-remapped stages, Chat/Cowork/CC selection matrix, PDF download.\n- **[[Claude Blog - Running an AI-Native Engineering Org]]** (new source) — June 3, 2026. Fiona Fung: JIT planning, kill obsolete processes, blurred roles, metrics.\n- **[[AI-Native Engineering Org]]** (new concept) — Before/after table, hiring model, 3 non-negotiables, metrics, applicability to James.\n- Triggered by James sharing dynamic workflows URL. Claude blog added to automated monitoring.\n\n## 2026-06-04 (claude-code-setup plugin — James request)\n- **[[Claude Code Setup Plugin]]** (new tool page) — Official Anthropic plugin by Isabella He. Scans codebase, recommends tailored hooks/skills/MCP servers/subagents. Read-only. Added to Home.md.\n\n## 2026-06-04 (sweep #108)\n- **Anthropic GitHub sweep #108** — 22 repos updated (11:07–12:59 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-04 (sweep #107)\n- **Anthropic GitHub sweep #107** — 21 repos updated (09:08–11:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-04 (sweep #106)\n- **Anthropic GitHub sweep #106** — 25 repos updated (07:19–08:59 UTC). CI/plugin-bump wave. Checked `anthropics/financial-services` (already in wiki as Claude for Financial Services) and `anthropics/defending-code-reference-harness` (description changed cosmetically; README still says not maintained — wiki accurate). Nothing new to ingest.\n\n## 2026-06-04 (sweep #105)\n- **Anthropic GitHub sweep #105** — 20 repos updated (05:33–06:57 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-04 (sweep #104)\n- **Anthropic GitHub sweep #104** — 15 repos updated (03:22–04:58 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-04 (sweep #103)\n- **Anthropic GitHub sweep #103** — 20 repos updated (01:32–03:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-03/04 (sweep #102)\n- **Anthropic GitHub sweep #102** — 21 repos updated (23:47–00:59 UTC). CI/plugin-bump wave. All in wiki. `cwc-long-running-agents` confirmed = existing Long-Running Agent Primitives page. Skipped: `orjson` (Python JSON lib), `connect-rust` (Rust/infra), `anthropic-sdk-go` (base SDK). Nothing new.\n\n## 2026-06-03 (sweep #101)\n- **Anthropic GitHub sweep #101** — 21 repos updated (21:26–23:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-03 (sweep #100)\n- **Anthropic GitHub sweep #100** — 19 repos updated (19:18–20:59 UTC). CI/plugin-bump wave. All in wiki. Skipped: `evals` (null desc, internal eval toolkit), `claude-code-base-action` (mirror), `anthropic-sdk-python` (base SDK). Nothing new.\n\n## 2026-06-03 (sweep #99)\n- **Anthropic GitHub sweep #99** — 20 repos updated (17:12–19:00 UTC). CI/plugin-bump wave. All in wiki. Skipped: `sleeper-agents-paper` (research data), `claude-ai-mcp` (issue tracker), `buffa` (Rust/infra). Nothing new.\n\n## 2026-06-03 (sweep #98)\n- **Anthropic GitHub sweep #98** — 19 repos updated (15:21–17:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-03 (sweep #97)\n- **Anthropic GitHub sweep #97** — 18 repos updated (13:07–15:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-03 (sweep #96)\n- **Anthropic GitHub sweep #96** — 20 repos updated (12:01–13:00 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-03 (sweep #95)\n- **Anthropic GitHub sweep #95** — 22 repos updated (09:02–10:59 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-03 (sweep #94)\n- **Anthropic GitHub sweep #94** — 26 repos updated (07:00–09:00 UTC). CI/plugin-bump wave. Skipped: base SDK clients (PHP, Ruby, Java, C#, Go, TypeScript, Python), `anthropic-retrieval-demo` (old RAG demo, covered by Cookbooks), `anthropic-tools` (legacy). Nothing new.\n\n## 2026-06-03 (sweep #93)\n- **Anthropic GitHub sweep #93** — 28 repos updated (05:56–07:00 UTC). CI/plugin-bump wave. All in wiki. Skipped: `hh-rlhf` (RLHF research dataset, not applicable), `anthropic-tools` (null desc, likely legacy), `anthropic-sdk-typescript` (base API client, not agent SDK), `claude-code-base-action` (mirror). Nothing new.\n\n## 2026-06-03 (sweep #92)\n- **Anthropic GitHub sweep #92** — 16 repos updated (03:14–04:57 UTC). CI/plugin-bump wave. All in wiki. Nothing new.\n\n## 2026-06-03 (sweep #91)\n- **Anthropic GitHub sweep #91** — 21 repos updated (02:13–03:00 UTC).\n- **[[Anthropic Courses]]** (new) — 5-course official curriculum: API fundamentals → prompt engineering → real-world prompting → evals → tool use. Jupyter notebooks. `anthropics/courses`.\n- **[[Anthropic Prompt Engineering Tutorial]]** (new) — 9-chapter interactive prompt engineering course with exercise playgrounds + answer key. Direct API and Bedrock variants. `anthropics/prompt-eng-interactive-tutorial`.\n- **[[Anthropic Skills Repo]]** (updated) — Added full skill inventory: 17 named skills including `algorithmic-art`, `mcp-builder`, `skill-creator`, `web-artifacts-builder`, `webapp-testing`, and document skills (docx, pdf, pptx, xlsx).\n- **[[Knowledge Work Plugins]]** (updated) — Corrected count from 11 to 18; added Design, Engineering, Human Resources, Operations, Small Business, PDF Viewer, Partner Built, Cowork Plugin Management plugins.\n- Skipped (already in wiki): `financial-services`, `claude-code`, `anthropic-cli`, `cwc-workshops`, `claude-for-legal`, `claude-agent-sdk-python`, `claude-code-action`, `defending-code-reference-harness`, `claude-code-security-review`, `claude-cookbooks`, `html-effectiveness`, `claude-quickstarts`, `claude-plugins-official`.\n- Skipped (Rust/infra): `anthropic-sdk-go`, `cargo-nix-plugin`, `connect-rust`, `buffa`.\n\n## 2026-06-03 (overnight, sweep #90)\n- **Anthropic GitHub sweep #90** — 14 repos updated (23:33–00:58 UTC). CI/plugin-bump wave. All in wiki or skip list. Skipped: `prompt-eng-interactive-tutorial` (coursework), `anthropic-sdk-python` (API client). Nothing new.\n\n## 2026-06-02 (evening — Tutti research)\n- **[[Claude Code Agent Teams]]** (new) — Discovered while researching Tutti. Native experimental Claude Code feature: Team Lead + Teammates, shared task list, dependency management, plan approval, hooks. Enable via `CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1`. More limited than Tutti but zero extra tooling. Docs: code.claude.com/docs/en/agent-teams.\n\n## 2026-06-02 (evening, sweep #89)\n- **Anthropic GitHub sweep #89** — 20 repos updated (21:17–23:00 UTC). CI/plugin-bump wave. All in wiki or skip list. Skipped: `claude-ai-mcp` (issue tracker), `prompt-eng-interactive-tutorial` (coursework), `claude-code-base-action` (mirror). Nothing new.\n\n## 2026-06-02 (evening, YouTube ingest — partial)\n- **[[Behind the Craft - Josh Pigford AI Skills Stack]]** (new) — Josh Pigford's 4-skill AI stack for solo founder running 5 apps: /build (4-step), /adversarial-code-review (Opus vs GPT), /but-for-real (self-audit), /learnings. Full transcript pending — re-queued.\n- **[[But For Real Skill]]** (new concept) — Self-audit pattern: adversarial follow-up prompt that assumes bugs exist, finds 3-5. Simulates PR code review. Low-overhead alternative to fresh-context evaluator.\n- **[[Josh Pigford]]** (new person) — Solo founder, 25yr experience, sold $4M startup, building 5 apps with agents.\n- **[[CWC - Problem Solvers Max Junestrand Legora]]** (new) — 2:44 Anthropic customer spotlight. Legora = AI-native OS for legal teams built on Claude.\n- **[[Legora]]** (new tool) — Commercial AI-native operating system for legal teams. \"Raises the tide\" model: product capability improves with each Claude release.\n- **[[Max Junestrand]]** (new person) — Founder/CEO at Legora.\n- **[[Authority Hacker - Claude Opus 4.8 Review]]** (new) — Opus 4.8: 4.7 regression fixed, more honest/admits uncertainty, 4x fewer logic errors in code. Full transcript pending — re-queued.\n- **Shorts/clips ingested from description only:** \"Launches are terrifying\" (28s Josh Pigford), \"Skill that makes AI catch bugs\" (47s /but-for-real detail), 3× Opus 4.8 shorts from Authority Hacker.\n- **Monitor script bug fixed:** `hasCaption` check now requires response to start with `{` (was fooled by Google's rate-limit HTML page, which is also >200 chars).\n\n## 2026-06-02 (evening, sweep #88)\n- **Anthropic GitHub sweep #88** — 19 repos updated (19:03–21:00 UTC). CI/plugin-bump wave. All in wiki or skip list. Skipped: `riegeli-rs` (Rust lib), `courses`, `prompt-eng-interactive-tutorial`, `claude-code-base-action` (mirror). Nothing new.\n\n## 2026-06-02 (evening, sweep #87)\n- **Anthropic GitHub sweep #87** — 18 repos updated (17:19–19:00 UTC). CI/plugin-bump wave. All already in wiki or skip list. Skipped: `cargo-nix-plugin` (Rust infra), `prompt-eng-interactive-tutorial`, `courses` (coursework). Nothing new.\n\n## 2026-06-02 (afternoon, sweep #86)\n- **Anthropic GitHub sweep #86** — 30 repos updated (15:46–16:58 UTC). Two new repos without wiki pages:\n- **[[Agent SDK Workshop]]** (new) — Hands-on Claude Agent SDK workshop curriculum. 4-stage guided demo (chat → tools → subagents → memory) + breakout scenarios using 19 pre-built tools and 6 sub-agents.\n- **[[Long-Horizon Coding Agent Demo]]** (new) — Archived re:Invent 2025 demo: GitHub issue → autonomous full-stack build → CloudFront preview → human approval gate. Bedrock AgentCore + Claude Agent SDK.\n- Skipped (already in wiki): cwc-workshops, claude-for-legal, skills, financial-services, knowledge-work-plugins, defending-code-reference-harness, claude-code-action, claude-plugins-official, claude-code, claude-cookbooks, claude-agent-sdk-demos, claude-desktop-buddy, cwc-long-running-agents, html-effectiveness, scone-bench, claude-quickstarts, claude-plugins-community, life-sciences, claude-plugins-official.\n- Skipped (infra/libs): terragrunt, argo-cd, orjson, swift-markdown, cargo-nix-plugin, connect-rust, s5cmd, hh-rlhf, homebrew-tap, headvis.\n\n## 2026-06-01\n- **[[WidgetKit Engineering Pitfalls]]** (new) — Nine hard-learned WidgetKit lessons from shipping the CodexBar Burn Down widgets: intent-type orphaning, chronod caching, provider-data siloing, weekly-exhausted 5H row rules (0% remaining + weekly reset countdown + blank chart), and the early-cap reset pattern. macOS-primary with iOS applicability noted per section.\n\n## 2026-05-30\n- **[[Apple Widget Rendering Modes]]** (new) — Detailed concept page on designing SwiftUI widgets that render correctly in both full-color and monochrome/accented modes: luminance-zone color strategy, arc opacity, adaptive dashed-line colors, `widgetAccentedRenderingMode`, and a design checklist.\n- **[[Screenshot-First Visual Verification]]** (new) — Concept capturing the hard-learned lesson that screenshots are required to verify visual UI changes; code correctness and successful builds do not guarantee the rendered output matches intent.\n\n## 2026-05-31 (midday, sweep #63)\n- **Anthropic GitHub sweep #63** — 18 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (morning — @0x_rody subagents)\n- **[[Claude Code Subagents]]** (new) — Practical guide to Claude Code subagents: separate Claude instances with own context windows. 5 templates (reviewer, test-writer, doc-writer, security, pr-writer). Auto-delegation via description field, Sonnet routing for 5× cost savings. Source: @0x_rody X article.\n\n## 2026-05-31 (afternoon, sweep #65)\n- **Anthropic GitHub sweep #65** — 18 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (afternoon, sweep #64)\n- **Anthropic GitHub sweep #64** — 19 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-06-02 (afternoon, sweep #85)\n- **Anthropic GitHub sweep #85** — 23 repos updated (13:13–15:00 UTC). CI/plugin-bump wave. `cwc-long-running-agents` was the only candidate — already has a full wiki page. Skipped: `anthropic-sdk-csharp/python` (API clients), `prompt-eng-interactive-tutorial`, `courses`. Nothing new.\n\n## 2026-06-02 (morning, sweep #84)\n- **Anthropic GitHub sweep #84** — 16 repos updated (11:57–12:57 UTC). CI/plugin-bump automation wave. `connect-rust` (ConnectRPC for Rust) and `toy-models-of-superposition` (ML research notebooks) skipped — infra/research. `anthropic-cli` already has wiki page. All others previously ingested. Nothing new.\n\n## 2026-06-02 (morning, sweep #83)\n- **Anthropic GitHub sweep #83** — 30 repos updated (07:11–11:01 UTC). Another CI/plugin-bump automation wave. All repos already have current wiki pages. Skipped: `buffa`, `cargo-nix-plugin` (Rust/Nix infra), `anthropic-sdk-python/typescript/ruby` (API client libs), `courses`, `prompt-eng-interactive-tutorial` (coursework). Nothing new to ingest.\n\n## 2026-06-02 (overnight, sweep #82)\n- **Anthropic GitHub sweep #82** — 21 repos updated. CI automation (01:35–03:00 UTC). `claude-code-base-action` is a declared mirror of `claude-code-action`. Skipped: `anthropic-sdk-python`, `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n\n## 2026-06-01 (late night, sweep #81)\n- **Anthropic GitHub sweep #81** — 16 repos updated. CI automation (23:08–01:00 UTC). `anthropic-tools` is a deprecated pre-API alpha for tool use (README has deprecation notice, superseded by official API). Skipped: `anthropic-sdk-python`, `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n\n## 2026-06-01 (evening, sweep #80)\n- **Anthropic GitHub sweep #80** — 17 repos updated. CI automation (21:07–22:59 UTC). Skipped: `beam` (Apache Beam fork, infra), `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n\n## 2026-06-01 (evening, sweep #79)\n- **Anthropic GitHub sweep #79** — 19 repos updated. CI automation (19:13–21:00 UTC). Skipped: `buffa` (Rust protobuf), `anthropic-sdk-python` (API client), `courses`, `prompt-eng-interactive-tutorial`. All others already in wiki. Nothing new.\n\n## 2026-06-01 (afternoon, sweep #78)\n- **Anthropic GitHub sweep #78** — 20 repos updated. Staggered CI automation (17:01–18:59 UTC). All in wiki or skip list (coursework). Nothing new.\n\n## 2026-06-01 (afternoon, sweep #77)\n- **Anthropic GitHub sweep #77** — 24 repos updated. Bulk CI wave (15:49–16:00 UTC) + a few stragglers. `claude-constitution` looked new but already has a wiki page in `concepts/`. Skipped: `cargo-nix-plugin`, `riegeli-rs` (Rust/Nix infra), `anthropic-sdk-python/go/csharp` (API client libs). Nothing new to ingest.\n\n## 2026-06-01 (midday, sweep #76)\n- **Anthropic GitHub sweep #76** — 15 repos updated. Bulk CI automation wave (14:54–14:57 UTC, same plugin-bump workflow). `s5cmd` is an S3 CLI fork (infra, skip). All others already have current wiki pages. Nothing new.\n\n## 2026-06-01 (midday, sweep #75)\n- **Anthropic GitHub sweep #75** — 19 repos updated. Activity is mostly CI automation (plugin bump workflows) and documentation polish (defending-code README). All repos already have wiki pages and coverage is current. Nothing new worth ingesting.\n\n## 2026-06-01 (morning, sweep #74)\n- **Anthropic GitHub sweep #74** — 19 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-06-01 (morning, sweep #73)\n- **Anthropic GitHub sweep #73** — 21 repos updated. One new: `riv2025-long-horizon-coding-agent-demo` — archived AWS re:Invent 2025 demo (autonomous coding agent: GitHub issue → Claude Agent SDK → AWS Bedrock AgentCore → CDK preview deploy → human approval gate). Archived/not maintained; relevant as a pattern reference only. Skipped full wiki page given AWS-only stack and archived status.\n\n## 2026-06-01 (early AM, sweep #72)\n- **Anthropic GitHub sweep #72** — 18 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-06-01 (overnight, sweep #71)\n- **Anthropic GitHub sweep #71** — 17 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-06-01 (overnight, sweep #70)\n- **Anthropic GitHub sweep #70** — 17 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-06-01 (overnight, sweep #69)\n- **Anthropic GitHub sweep #69** — 15 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (evening, sweep #68)\n- **Anthropic GitHub sweep #68** — 16 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (evening, sweep #67)\n- **Anthropic GitHub sweep #67** — 19 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (evening, sweep #66)\n- **Anthropic GitHub sweep #66** — 20 repos updated. One new: [[Long-Running Agent Primitives]] (updated) — added monitoring commands, \"Going further\" patterns table (ralph-loop, frontend-design, planner agent, browser-verified evaluator), and links to two Anthropic engineering blog posts.\n- **`cwc-long-running-agents`** added to known repos.\n\n## 2026-05-31 (morning — Chrome WebMCP ingest)\n- **[[WebMCP]]** (new) — Chrome's proposed web standard for AI agent tools. Two APIs: Imperative (JS `document.modelContext.registerTool()`) and Declarative (HTML form annotations). Developer trial now via Chrome flag, origin trial in Chrome 149. Directly applicable to qip-qien form layer.\n\n## 2026-05-31 (morning, sweep #62)\n- **Anthropic GitHub sweep #62** — 17 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (morning, sweep #61)\n- **Anthropic GitHub sweep #61** — 18 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (early AM, sweep #60)\n- **Anthropic GitHub sweep #60** — 15 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-31 (overnight, sweep #59 + routines + tutti)\n- **Anthropic GitHub sweep #59** — 27 repos updated. Nothing new. New skip list additions: `anthropic-sdk-php/ruby/java` (base language SDKs), `hh-rlhf` (academic dataset), `s5cmd` (S3 CLI infra fork), `tailscale-hint-extension` (internal Chrome extension).\n- **[[Claude Code Routines]]** (new) — Full ingestion of routines feature from official docs. Cloud-hosted scheduled/triggered Claude Code runs. API + GitHub + time triggers, min 1hr schedule, daily cap, draws subscription quota. Linear kanban integration pattern documented.\n\n## 2026-05-31 (overnight, sweep #59)\n- **Anthropic GitHub sweep #59** — 27 repos updated. Nothing new. All in wiki or on permanent skip list. New additions to skip list: `anthropic-sdk-php`, `anthropic-sdk-ruby`, `anthropic-sdk-java` (base language SDKs), `hh-rlhf` (academic RLHF dataset), `s5cmd` (S3 CLI infra fork), `tailscale-hint-extension` (internal Chrome extension for Tailscale troubleshooting).\n\n## 2026-05-31 (overnight, sweep #58)\n- **Anthropic GitHub sweep #58** — 11 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-30 (overnight, sweep #57)\n- **Anthropic GitHub sweep #57** — 19 repos updated. Nothing new. All in wiki or skip list.\n\n## 2026-05-30 (evening, sweep #56)\n- **Anthropic GitHub sweep #56** — 21 repos updated. Nothing new. All already in wiki or on permanent skip list (`anthropic-sdk-go`, `anthropic-sdk-typescript`, `anthropic-sdk-python`, `evals`, `courses`, `prompt-eng-interactive-tutorial`).\n\n## 2026-05-30 (evening, sweep #55)\n- **Anthropic GitHub sweep #55** — 13 repos updated. Nothing new. All already in wiki or on permanent skip list (`connect-rust`, `courses`).\n\n## 2026-05-30 (evening, sweep #54)\n- **Anthropic GitHub sweep #54** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`connect-rust`, `courses`, `prompt-eng-interactive-tutorial`, `anthropic-sdk-typescript`).\n\n## 2026-05-30 (afternoon, sweep #53 + Dario interview)\n- **Anthropic GitHub sweep #53** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list (`buffa`, `courses`, `prompt-eng-interactive-tutorial`, `claude-code-base-action`).\n- **[[Cheeky Pint - Dario Amodei Interview]]** (new) — Ingested full transcript from Substack. Aug 6, 2025 Stripe/John Collison interview. Key extractions: model P&L analogy to drug dev, capitalistic impulses of AI models, 3–6 frontier players as final state, AGI-pilled products vs. wrapper products, the agentic UI impedance mismatch (no current product solves the \"fire-and-forget + deep inspection on demand\" problem), continual learning roadmap, market structure, regulation SB53/SB1047. Also created [[Agentic UI Impedance Mismatch]] concept page. Devin comparison doc saved to `/workspace/agent/research/devin-vs-claude-code.md`.\n\n## 2026-05-30 (afternoon, sweep #52)\n- **Anthropic GitHub sweep #53** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list (`buffa`, `courses`, `prompt-eng-interactive-tutorial`, `claude-code-base-action`).\n\n## 2026-05-30 (afternoon, sweep #52)\n- **Anthropic GitHub sweep #52** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`courses`, `prompt-eng-interactive-tutorial`, `anthropic-sdk-python`, `claude-ai-mcp`).\n\n## 2026-05-30 (midday, sweep #51)\n- **Anthropic GitHub sweep #51** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`anthropic-sdk-go`, `courses`, `claude-ai-mcp`, `prompt-eng-interactive-tutorial`).\n\n## 2026-05-30 (morning, sweep #50)\n- **Anthropic GitHub sweep #50** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n  - Permanent skip list addition: `anthropic-sdk-csharp` (base C# API SDK, equivalent to `anthropic-sdk-go` — not the agent SDK).\n\n## 2026-05-30 (morning, sweep #49)\n- **Anthropic GitHub sweep #49** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list (`cargo-nix-plugin`, `buffa`, `courses`, `prompt-eng-interactive-tutorial`).\n\n## 2026-05-30 (early AM, sweep #48)\n- **Anthropic GitHub sweep #48** — 18 repos updated. No new repos. All already in wiki or on permanent skip list (`prompt-eng-interactive-tutorial`, `courses`).\n  - **[[Claude Agent SDK Python]]** updated — added `SessionStore` (S3/Redis/Postgres session persistence), `EffortLevel` (\"low\"/\"medium\"/\"high\"/\"max\"/\"xhigh\" thinking budget control), deferred tool use decisions in hooks (async human-in-the-loop). Current version: 0.2.87 / bundled CLI v2.1.150.\n\n## 2026-05-30 (early AM, sweep #47)\n- **Anthropic GitHub sweep #47** — 12 repos updated. No new repos. All already in wiki.\n  - **[[Claude Plugins Official]]** updated — added full plugin inventory: 51 plugins (36 official, 15 external). Notable new entries: `hookify`, `ralph-loop`, `mcp-tunnels`, `session-report`, `skill-creator`, plus external plugins `discord`, `telegram`, `imessage`, `fakechat`, `firebase`, `terraform`, `context7`, `serena`, `laravel-boost`.\n\n## 2026-05-30 (early AM, sweep #46)\n- **Anthropic GitHub sweep #46** — 16 repos updated. Nothing new. All already in wiki or on permanent skip list.\n- New skip noted: `claude-code-base-action` — mirror of `claude-code-action` contents; no separate page needed.\n\n## 2026-05-29 (evening, sweep #45)\n- **Anthropic GitHub sweep #45** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n- New skips noted: `terragrunt` (Terragrunt infra tool fork — not an Anthropic AI product), `anthropic-sdk-go` (already added to skip list in #44).\n\n## 2026-05-29 (evening, sweep #44)\n- **Anthropic GitHub sweep #44** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list.\n- Permanent skip list addition: `anthropic-sdk-go` (base Go API SDK, equivalent to `anthropic-sdk-python` — not the agent SDK).\n\n## 2026-05-29 (evening, sweep #43)\n- **Anthropic GitHub sweep #43** — 20 repos updated. Nothing new. Same set as sweep #42 (no new repo activity since last check). All already in wiki or on permanent skip list.\n\n## 2026-05-29 (evening, sweep #42)\n- **Anthropic GitHub sweep #42** — 20 repos updated. 1 new item ingested, 1 updated:\n  - **[[Anthropic CWC Workshops]]** (new) — `anthropics/cwc-workshops`. Previously mis-classified as skippable \"workshop materials.\" Actually 8 rich Anthropic Code-with-Claude workshop curricula: (1) Pick the Right Model via eval sweep, (2) Multi-agent decomposition (400-line prompt → skills + callable_agents + evals), (3) How Anthropic uses Claude Code (interview → spec → HTML explorations → Vite+React with DOM contract), (4) Ship Your First Managed Agent (SRE agent, 7 API calls), (5) Agent Battle (game bot config competition with 30s eval loop), (6) **Agents That Remember** (introduces **Dreaming Service** — offline transcript → structured memory primitive), (7) Eval-Driven Agent Development (PPTX agent, 6 variants, two-layer grader), (8) Deal Desk (multi-agent M&A team: coordinator + 4 parallel sub-agents + memory store + MCP Linear integration).\n  - **[[Claude Plugins Official]]** updated — added skill-bundle plugin format (`strict: false` + `skills` array), for distributing SKILL.md repos without a full plugin.json manifest.\n- Permanent skip list additions: `buffa` (Rust protobuf lib), `connect-rust` (Rust ConnectRPC), `anthropic-sdk-python` (standard Python SDK), `claude-ai-mcp` (issue tracker), `prompt-eng-interactive-tutorial` / `courses` (coursework).\n- All other 15 repos already in wiki.\n\n## 2026-05-29 (afternoon, sweep #41)\n- **Anthropic GitHub sweep #41** — 14 repos updated. Nothing new. All already in wiki or on permanent skip list (`courses`, `prompt-eng-interactive-tutorial` = coursework).\n\n## 2026-05-29 (afternoon, sweep #40)\n- **Anthropic GitHub sweep #40** — 19 repos updated. 1 new item ingested:\n  - **[[Claude for Financial Services]]** (new) — `anthropics/financial-services`. Full financial-services plugin suite: 10 named agents (Pitch Agent, Market Researcher, GL Reconciler, KYC Screener, etc.) + 9 vertical skill bundles (IB, ER, PE, WM, fund admin, operations) + partner plugins (LSEG, S&P Global). Deployable as Cowork plugins or Managed Agent templates via `/v1/agents`.\n- **[[Long-Running Agent Primitives]]** updated — added built-in `/goal` command (new Claude Code feature: one-line completion checker using a separate fast model, no primitives needed for simple loops).\n- All other 18 repos already in wiki or on permanent skip list (`connect-rust` = Rust ConnectRPC infra, `cwc-workshops` = workshop materials, `anthropic-sdk-typescript` = base API SDK, `prompt-eng-interactive-tutorial`/`courses` = coursework).\n\n## 2026-05-29 (midday, sweep #39)\n- **Anthropic GitHub sweep #39** — 19 repos updated. Nothing new. Two new infra repos: `cargo-nix-plugin` (Nix+Cargo build tooling) and `nix-eval-jobs` (parallel Nix evaluator) — both infrastructure forks, skip. All others already in wiki or on permanent skip list.\n\n## 2026-05-29 (morning, sweep #38)\n- **Anthropic GitHub sweep #38** — 21 repos updated. Nothing new. `swift-markdown` appeared (Apple's Swift Markdown parsing library fork — infra dependency, skip). All others already in wiki or on permanent skip list.\n\n## 2026-05-29 (morning, sweep #37)\n- **Anthropic GitHub sweep #37** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-29 (morning, sweep #36)\n- **Anthropic GitHub sweep #36** — 20 repos updated. Nothing new. `sleeper-agents-paper` appeared (dataset samples from the \"Sleeper Agents: Training Robustly Deceptive LLMs\" research paper — pure academic artifact, skip). All others already in wiki or on permanent skip list.\n\n## 2026-05-29 (overnight, sweep #35)\n- **Anthropic GitHub sweep #35** — 19 repos updated. Nothing new. `evals` appeared (2022 research dataset repo for model-written evaluations paper — pure academic artifact, no tool value). All others already in wiki or on permanent skip list.\n\n## 2026-05-29 (overnight, sweep #34)\n- **Anthropic GitHub sweep #34** — 21 repos updated. 1 new skill commit ingested: `claude-api` skill updated with Managed Agents self-hosted sandboxes, mid-session agent updates, large MCP output offloading, and Opus 4.8 migration guide + tool-description guidance. Created [[Managed Agents]] wiki page. All other repos already in wiki or on permanent skip list.\n\n## 2026-05-29 (overnight, sweep #33)\n- **Anthropic GitHub sweep #33** — 24 repos updated. Nothing new. New repos seen: `orjson` (Python JSON lib fork, infra), `tokio` (Rust async runtime fork, infra), `apitools` (deprecated google-apitools fork, irrelevant). All others already in wiki or on permanent skip list.\n\n## 2026-05-28 (night, sweep #32)\n- **Anthropic GitHub sweep #32** — 22 repos updated. Nothing new. `anthropic-tools` appeared — deprecated pre-API alpha for tool use, superseded by official Claude API. Skipped. All others already in wiki or on permanent skip list.\n\n## 2026-05-28 (evening, sweep #31)\n- **Anthropic GitHub sweep #31** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-28 (evening, sweep #30)\n- **Anthropic GitHub sweep #30** — 21 repos updated. Nothing new. `homebrew-tap` appeared (Homebrew formulae repo for Anthropic tools — distribution infra, already referenced in [[Anthropic CLI]]). All others already in wiki or on permanent skip list.\n\n## 2026-05-28 (afternoon, sweep #29)\n- **Anthropic GitHub sweep #29** — 26 repos updated. Nothing new. `anthropic-sdk-ruby` appeared (generic Ruby API SDK, skip like other language SDKs). All others already in wiki or on permanent skip list.\n\n## 2026-05-28 (afternoon, sweep #28)\n- **Anthropic GitHub sweep #28** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-28 (midday, sweep #27)\n- **Anthropic GitHub sweep #27** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-28 (morning, sweep #26)\n- **Anthropic GitHub sweep #26** — 17 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-28 (morning, YouTube)\n- **YouTube monitor fired** — 1 short detected: \"AI Hacks: Master Claude Code for Perfect Workflows & Smarter Outputs!\" (Authority Hacker, fZLusTaoEiI). Transcript blocked by YouTube rate limit. Queued for retry.\n\n## 2026-05-28 (morning, sweep #25)\n- **Anthropic GitHub sweep #25** — 21 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-28 (morning, sweep #24)\n- **Anthropic GitHub sweep #24** — 24 repos updated. Nothing new. All already in wiki or on permanent skip list (financial-services, prompt-eng, cwc-workshops, anthropic-sdk-typescript/python/go, claude-ai-mcp).\n\n## 2026-05-28 (overnight, sweep #23)\n- **Anthropic GitHub sweep #23** — 19 repos updated. Nothing new. `anthropic-sdk-php` appeared (generic PHP API SDK, skip like other language SDKs). All others already in wiki or on permanent skip list.\n\n## 2026-05-28 (overnight, sweep #22)\n- **Anthropic GitHub sweep #22** — 21 repos updated. 1 updated: Claude for Life Sciences (description changed — repo will host marketplace.json long-term but MCP servers have moved out). All others already in wiki or on skip list.\n\n## 2026-05-28 (overnight, sweep #21)\n- **Anthropic GitHub sweep #21** — 21 repos updated. 1 updated: Defending Code Reference Harness (description changed + README significantly expanded with skills list, 4-stage ramp-up, best practices, advanced strategies). All others already in wiki or on skip list.\n\n## 2026-05-27 (evening)\n- **Friction-First Development** — Ingested from James's message (May 27, 2026). Created concept page with 6 principles + Problem & Friction Analysis template. Connected to Claude Code Drift Problem, 3-Layer Context Engineering, Human Sandwich Model.\n\n## 2026-05-27 (night, sweep #20)\n- **Anthropic GitHub sweep #20** — 20 repos updated. Nothing new. `anthropic-sdk-java` appeared (generic Java API SDK, skip like other language SDKs). All others already in wiki or on skip list.\n\n## 2026-05-27 (evening, sweep #19)\n- **Anthropic GitHub sweep #19** — 18 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-27 (evening, sweep #18)\n- **Anthropic GitHub sweep #18** — 16 repos updated. 1 new ingested: Anthropic Performance Take-Home. README was 404 last sweep; contents now accessible via API. All others already in wiki or on skip list.\n\n## 2026-05-27 (afternoon, sweep #17)\n- **Anthropic GitHub sweep #17** — 17 repos updated. Nothing new. `original_performance_takehome` (\"Anthropic's original performance take-home\") appeared but README returned 404 — queued for retry.\n\n## 2026-05-27 (afternoon, YouTube batch)\n- **YouTube monitor fired** — 11 videos detected, 2 already ingested (Ryan Carson, Claude Code Roast). Transcripts rate-limited by YouTube for all 7 remaining full videos. 4 high/medium priority queued for retry (slides tutorial, founder hiring, over-invest in systems, Anthropic builds Claude). 3 Authority Hacker shorts (CLAUDE.md auto-update theme) noted — theme already covered by [[Claude Code Drift Problem]].\n\n## 2026-05-27 (afternoon, sweep #16)\n- **Anthropic GitHub sweep #16** — 19 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-27 (midday, sweep #15)\n- **Anthropic GitHub sweep #15** — 20 repos updated. 1 new ingested: Claude's C Compiler. All others already in wiki or on permanent skip list.\n\n## 2026-05-27 (morning, sweep #14)\n- **Anthropic GitHub sweep #14** — 18 repos updated. Nothing new. `cwc-long-running-agents` is a workshop companion to [[Long-Running Agent Primitives]] (same patterns, already in wiki). `hh-rlhf` is a research RLHF dataset, not a tool.\n\n## 2026-05-27 (morning, sweep #13)\n- **Anthropic GitHub sweep #13** — 24 repos updated. Nothing new. `cwc-long-running-agents` first appeared here; content duplicates [[Long-Running Agent Primitives]]. All others already in wiki or on permanent skip list.\n\n## 2026-05-27 (morning, sweep #12)\n- **Anthropic GitHub sweep #12** — 20 repos updated. Nothing new. All already in wiki or on permanent skip list.\n\n## 2026-05-27 (early morning, sweep #11)\n- **Anthropic GitHub sweep #11** — 20 repos updated. Nothing new. `claude-code-base-action` is a mirror of `claude-code-action` (already in wiki). All others already ingested or on permanent skip list.\n\n## 2026-05-26 (late night, sweep #10)\n- **Anthropic GitHub sweep #10** — 18 repos updated. 1 new ingested: Claude Agent SDK Python. All others already in wiki or on skip list (financial-services, courses, cwc-workshops, buffa, anthropic-sdk-go/ts/python).\n\n## 2026-05-26 (evening, sweep #9)\n- **Anthropic GitHub sweep #9** — 17 repos updated. 1 new ingested: Scone Bench. 1 skipped (claude-ai-mcp — issue tracker only). Existing repos already in wiki.\n\n## 2026-05-26 (morning, cont.)\n- **vercel-labs/agent-browser** — Ingested. Created wiki page with applicability notes for qip-qien, instagram transcripts, and congressional-trading.\n\n## 2026-05-26 (morning)\n- **Instagram - hegetfunds - Claude Code Team of Developers** — Ingested (May 6, 2026). Created pages for: hegetfunds (creator), source page. Direct Instagram fetch worked without auth for public content.\n\n## 2026-05-26 (afternoon, sweep #6)\n- **Anthropic GitHub sweep #6** — 17 repos updated. 1 new ingested: Defending Code Reference Harness. Skipped: coursework, generic SDKs, financial-services.\n\n## 2026-05-26 (morning, sweep #5)\n- **Anthropic GitHub sweep #5** — 23 repos updated. 2 new ingested: Claude for Life Sciences, Claude for Healthcare. Skipped: coursework, generic SDKs, financial-services (internal).\n\n## 2026-05-26 (overnight queue)\n- **AI Daily Brief - The 4 AI Team Members Execs Should Hire Right Now** — Ingested (May 25, 2026). Created pages for: 4 AI Digital Employees Framework, Nufar Gaspar, source page. Updated: Nathaniel Whittemore, Home index. No transcript available; used Apple Podcasts metadata.\n\n## 2026-05-25 (late)\n- **Authority Hacker - Claude Code Setup Roast** — Ingested (May 21, 2026). Created pages for: Gael Breton, Mark Webster, Claude Code Drift Problem, source page. Updated: Claude Code, Home index. Also confirmed Authority Hacker YouTube channel ID for monitoring.\n\n## 2026-05-25 (night, sweep #4)\n- **Anthropic GitHub sweep #4** — 20 repos updated. 3 new ingested: Long-Running Agent Primitives, Claude Plugins Community, Anthropic CLI. Skipped: SDK variants (C#, Go, TypeScript), cwc-workshops (coursework), financial-services (internal).\n\n## 2026-05-25 (night, sweep #3)\n- **Anthropic GitHub sweep #3** — 30 repos updated. 3 new ingested: Claude Code Monitoring Guide, GitHub MCP Server, Devcontainer Features. Skipped: sycophancy-to-subterfuge-paper (pure research), redis-py/orjson/anthropic-sdk-python (infra forks), coursework repos.\n\n## 2026-05-25 (night)\n- **Anthropic GitHub sweep #2** — 17 repos updated since last check. 3 new: HTML Effectiveness Examples, Claude Constitution, Claude Agent SDK TypeScript. Created pages for all three. Updated Home index.\n\n## 2026-05-25 (evening)\n- **Big Technology Podcast - Boris Cherny Claude Code** — Ingested (May 20, 2026). Created pages for: Boris Cherny, Alex Kantrowitz, Tokenmaxxing, Saaspocalypse. Updated: Claude Code, Home index.\n\n## 2026-05-25\n- **Behind the Craft - Ryan Carson Episode** — Ingested tools and workflow details from podcast episode (May 24, 2026). Created pages for: Devin, OpenClaw, ClawChief, Claude Code, Codex, Sentry, Tailscale, Ryan Carson, Peter Yang.\n- **AI Daily Brief - Why Agents Still Need Humans** + **Dan Shipper - After Automation Essay** — Ingested episode and its primary source (May 24/21, 2026). Created pages for: Human Sandwich Model, Dan Shipper, Nathaniel Whittemore. Updated: Claude Code, Codex.\n- **Behind the Craft - Ravi Mehta Context Engineering** — Ingested (May 3, 2026). Created pages for: 3-Layer Context Engineering System, Ravi Mehta, Figma, Granola, Wispr Flow, Linear. Full chapter timestamps with YouTube deep links.\n- **Anthropic GitHub repos sweep** — Checked 18 repos updated May 25, 2026. Ingested 10 relevant repos. Created pages for: Anthropic Skills Repo, Claude Plugins Official, Knowledge Work Plugins, Claude for Legal, Claude Agent SDK Demos, Claude Cookbooks, Claude Quickstarts, Claude Code Action, Claude Code Security Review, Claude Desktop Buddy. Skipped: connect-rust (infra), courses/cwc-workshops/prompt-eng-tutorial (coursework), financial-services (internal), anthropic-sdk-python (generic SDK).\n","numLines":542,"startLine":1,"totalLines":542}},"sourceToolAssistantUUID":"e359b4e7-f595-4aea-b0b0-55a7974081f9","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"cc4a2249-7b1f-496d-bfba-1d2a1ba4f010","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdrFU5vVFpBMf1Kuf3H","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now I have everything I need. Let me write:\n1. A source page: `/workspace/extra/second-brain/wiki/sources/Claude Blog - Field Guide to Claude Fable Finding Your Unknowns.md`\n2. A concept page: `/workspace/extra/second-brain/wiki/concepts/Finding Your Unknowns Framework.md`\n3. Update Home.md - add to Sources and Concepts sections\n4. Update Wiki Ingest Log.md - add a 2026-07-06 entry\n\nThe source page file name should follow the pattern \"Claude Blog - [Short Title].md\". \n\nI'll use \"Claude Blog - Field Guide to Claude Fable.md\" for the source. The concept page will focus on this framework for improving agentic coding with Claude Fable—organizing unknowns into four categories: Known Knowns (explicit instructions), Known Unknowns (acknowledged gaps), Unknown Knowns (obvious info not explicitly stated), and Unknown Unknowns (unconsidered possibilities).\n\nThis is the first practical \"how to use Claude Fable\" write-up from the blog with specific techniques. I should check if there's an existing Claude Fable page to update—I see there's already a Claude Fable 5 entry in the Home.md that mentions it's GA with always-on adaptive thinking and a new tokenizer. I'll need to review that page and link it to this blog post for practical guidance.","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":25861,"cache_read_input_tokens":35413,"output_tokens":613,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":25861},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":613,"cache_read_input_tokens":35413,"cache_creation_input_tokens":25861,"cache_creation":{"ephemeral_5m_input_tokens":25861,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CcmdrBMnEsJpKYQTKBY7e","type":"assistant","uuid":"58627da4-4d54-4cb0-a1e3-852551586542","timestamp":"2026-07-06T23:01:39.890Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"f1703f71-8ff1-48f4-98fd-a6721f22c89d","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AUfjiubDiuvCVB81cirKVY","type":"tool_result","content":"1\t# Claude Fable 5 and Mythos 5\n2\t\n3\t**Type:** Frontier Claude models\n4\t**By:** Anthropic\n5\t**Status:** Fable 5 (GA), Mythos 5 (Preview)\n6\t**Source:** `anthropics/skills` — claude-api skill commit #1294 (June 9, 2026)\n7\t\n8\t## What they are\n9\t\n10\t**Claude Mythos 5** — The underlying frontier model. Preview availability.\n11\t\n12\t**Claude Fable 5** — Same model as Mythos with Anthropic's additional safety/alignment layer applied. The production-ready version. Launch benchmark: state-of-the-art across most tested benchmarks; lead grows as tasks get longer and more complex (reported by practitioners — see [[X AI Signal Sweep - 2026-06-09]]).\n13\t\n14\t## Key API differences from prior Claude models\n15\t\n16\t### Always-on adaptive thinking\n17\t- Adaptive thinking is always on for Fable 5 — cannot be disabled.\n18\t- Sending `extended_thinking: { enabled: false }` returns HTTP 400.\n19\t- Plan for thinking token overhead in context budgets.\n20\t\n21\t### New tokenizer\n22\t- Approximately **30% more tokens** per equivalent input compared to prior Claude models.\n23\t- Cost accounting must be recalibrated — don't assume prior per-task estimates carry over.\n24\t- Use [[AgentsView]] or independent accounting to track actual spend at launch (pricing databases may lag).\n25\t\n26\t### Protected-thinking display and replay rules\n27\t- Extended thinking blocks have display/replay restrictions.\n28\t- Review Anthropic's current docs for exact rules before surfacing thinking content in products.\n29\t\n30\t### Refusal stop reason + classifier fallback\n31\t\n32\tFable 5 has conservative classifiers that block requests in three specific areas:\n33\t\n34\t| `stop_details.category` | Fires on |\n35\t|---|---|\n36\t| `\"cyber\"` | Offensive cybersecurity content — exploits, malware, attack tooling |\n37\t| `\"bio\"` | Biology / life-sciences — lab methods, molecular mechanisms |\n38\t| `\"reasoning_extraction\"` | Requests attempting to extract the model's summarized thinking |\n39\t\n40\tResponse shape on a block:\n41\t```json\n42\t{\n43\t  \"stop_reason\": \"refusal\",\n44\t  \"stop_details\": {\n45\t    \"type\": \"refusal\",\n46\t    \"category\": \"cyber\",\n47\t    \"explanation\": \"...\"\n48\t  }\n49\t}\n50\t```\n51\t\n52\tBranch on **`stop_reason`**, not `content` or `stop_details`. `stop_details` can be `null` — treat that as a generic refusal.\n53\t\n54\t**Server-side fallback (recommended):** Pass `fallbacks: [{\"model\": \"claude-opus-4-8\"}]` + beta header. On a classifier block, the API automatically retries with Opus 4.8. Currently supported on Claude API and Claude Platform on AWS.\n55\t\n56\t```bash\n57\t-H \"anthropic-beta: server-side-fallback-2026-06-01\"\n58\t\"fallbacks\": [{ \"model\": \"claude-opus-4-8\" }]\n59\t```\n60\t\n61\t**`stop_details.recommended_model`** — populated only when fallbacks are configured but the fallback model couldn't execute (rate-limited/overloaded). Names the model to retry directly.\n62\t\n63\t**Billing change (when NOT using server-side fallback):** `stop_details.fallback_credit_token` lets you bill the fallback request as a cache read (cheaper). Requires action if you handle fallback client-side.\n64\t\n65\tSource: `claude-cookbooks/fable_5_fallback_billing/guide.ipynb` (June 2026)\n66\t\n67\tThe skills repo also ships **SDK fallback middleware** for handling `\"refusal\"` stop_reason in production SDK flows.\n68\t\n69\t### Data retention\n70\t- 30-day data-retention requirement (stricter than prior models in some configurations).\n71\t- Relevant for regulated use cases (HIPAA, etc.).\n72\t\n73\t## Migration\n74\t\n75\tAnthropic added a full \"Migrating to Claude Fable 5\" guide + checklist to the claude-api skill:\n76\t\n77\t1. **Tokenizer recalibration** — update cost estimates, re-validate context-window budgets.\n78\t2. **Thinking opt-out removal** — remove any `extended_thinking: false` from request payloads.\n79\t3. **Refusal stop reason** — add `\"refusal\"` to stop_reason handlers and wire in SDK fallback middleware.\n80\t4. **Data retention review** — check compliance posture against the 30-day window.\n81\t5. **Prompt re-tuning** — Fable/Mythos has behavioral changes vs 4.x models; prompts that were tuned for 4.7 or Opus 4.8 may need adjustments (not API breaking changes, behavioral shifts).\n82\t\n83\t**Mythos Preview path:** Separate migration checklist in the skill for moving from Mythos Preview → GA or Fable 5.\n84\t\n85\t## Practical notes for James's stack\n86\t\n87\t- **congressional-trading** — Recalibrate token budgets for any Fable 5 runs; the 30% tokenizer difference directly affects context window planning.\n88\t- **qip-qien** — Fable 5's strong performance on long, complex knowledge-work tasks (9+ hour autonomous sessions reported by Ethan Mollick) makes it the right model for the expert-draft pipeline when conviction threshold is high.\n89\t- **Pool Monitor / Arduino** — No impact; those are Python scripts with no Claude API calls.\n90\t\n91\t## Related\n92\t\n93\t- [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)\n94\t- [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps\n95\t- [[AgentsView]] — Cost accounting when pricing databases lag launch\n96\t- [[Managed Agents]] — Opus 4.8 tool-description guidance (applicable to Fable 5 behavioral profile)\n97\t- [[Anthropic Skills Repo]] — Source of the migration guide and API reference\n98\t"}]},"uuid":"0e923eb8-91ca-425b-823f-4d6b39dbc3e0","timestamp":"2026-07-06T23:01:44.151Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/wiki/tools/Claude Fable 5 and Mythos 5.md","content":"# Claude Fable 5 and Mythos 5\n\n**Type:** Frontier Claude models\n**By:** Anthropic\n**Status:** Fable 5 (GA), Mythos 5 (Preview)\n**Source:** `anthropics/skills` — claude-api skill commit #1294 (June 9, 2026)\n\n## What they are\n\n**Claude Mythos 5** — The underlying frontier model. Preview availability.\n\n**Claude Fable 5** — Same model as Mythos with Anthropic's additional safety/alignment layer applied. The production-ready version. Launch benchmark: state-of-the-art across most tested benchmarks; lead grows as tasks get longer and more complex (reported by practitioners — see [[X AI Signal Sweep - 2026-06-09]]).\n\n## Key API differences from prior Claude models\n\n### Always-on adaptive thinking\n- Adaptive thinking is always on for Fable 5 — cannot be disabled.\n- Sending `extended_thinking: { enabled: false }` returns HTTP 400.\n- Plan for thinking token overhead in context budgets.\n\n### New tokenizer\n- Approximately **30% more tokens** per equivalent input compared to prior Claude models.\n- Cost accounting must be recalibrated — don't assume prior per-task estimates carry over.\n- Use [[AgentsView]] or independent accounting to track actual spend at launch (pricing databases may lag).\n\n### Protected-thinking display and replay rules\n- Extended thinking blocks have display/replay restrictions.\n- Review Anthropic's current docs for exact rules before surfacing thinking content in products.\n\n### Refusal stop reason + classifier fallback\n\nFable 5 has conservative classifiers that block requests in three specific areas:\n\n| `stop_details.category` | Fires on |\n|---|---|\n| `\"cyber\"` | Offensive cybersecurity content — exploits, malware, attack tooling |\n| `\"bio\"` | Biology / life-sciences — lab methods, molecular mechanisms |\n| `\"reasoning_extraction\"` | Requests attempting to extract the model's summarized thinking |\n\nResponse shape on a block:\n```json\n{\n  \"stop_reason\": \"refusal\",\n  \"stop_details\": {\n    \"type\": \"refusal\",\n    \"category\": \"cyber\",\n    \"explanation\": \"...\"\n  }\n}\n```\n\nBranch on **`stop_reason`**, not `content` or `stop_details`. `stop_details` can be `null` — treat that as a generic refusal.\n\n**Server-side fallback (recommended):** Pass `fallbacks: [{\"model\": \"claude-opus-4-8\"}]` + beta header. On a classifier block, the API automatically retries with Opus 4.8. Currently supported on Claude API and Claude Platform on AWS.\n\n```bash\n-H \"anthropic-beta: server-side-fallback-2026-06-01\"\n\"fallbacks\": [{ \"model\": \"claude-opus-4-8\" }]\n```\n\n**`stop_details.recommended_model`** — populated only when fallbacks are configured but the fallback model couldn't execute (rate-limited/overloaded). Names the model to retry directly.\n\n**Billing change (when NOT using server-side fallback):** `stop_details.fallback_credit_token` lets you bill the fallback request as a cache read (cheaper). Requires action if you handle fallback client-side.\n\nSource: `claude-cookbooks/fable_5_fallback_billing/guide.ipynb` (June 2026)\n\nThe skills repo also ships **SDK fallback middleware** for handling `\"refusal\"` stop_reason in production SDK flows.\n\n### Data retention\n- 30-day data-retention requirement (stricter than prior models in some configurations).\n- Relevant for regulated use cases (HIPAA, etc.).\n\n## Migration\n\nAnthropic added a full \"Migrating to Claude Fable 5\" guide + checklist to the claude-api skill:\n\n1. **Tokenizer recalibration** — update cost estimates, re-validate context-window budgets.\n2. **Thinking opt-out removal** — remove any `extended_thinking: false` from request payloads.\n3. **Refusal stop reason** — add `\"refusal\"` to stop_reason handlers and wire in SDK fallback middleware.\n4. **Data retention review** — check compliance posture against the 30-day window.\n5. **Prompt re-tuning** — Fable/Mythos has behavioral changes vs 4.x models; prompts that were tuned for 4.7 or Opus 4.8 may need adjustments (not API breaking changes, behavioral shifts).\n\n**Mythos Preview path:** Separate migration checklist in the skill for moving from Mythos Preview → GA or Fable 5.\n\n## Practical notes for James's stack\n\n- **congressional-trading** — Recalibrate token budgets for any Fable 5 runs; the 30% tokenizer difference directly affects context window planning.\n- **qip-qien** — Fable 5's strong performance on long, complex knowledge-work tasks (9+ hour autonomous sessions reported by Ethan Mollick) makes it the right model for the expert-draft pipeline when conviction threshold is high.\n- **Pool Monitor / Arduino** — No impact; those are Python scripts with no Claude API calls.\n\n## Related\n\n- [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)\n- [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps\n- [[AgentsView]] — Cost accounting when pricing databases lag launch\n- [[Managed Agents]] — Opus 4.8 tool-description guidance (applicable to Fable 5 behavioral profile)\n- [[Anthropic Skills Repo]] — Source of the migration guide and API reference\n","numLines":98,"startLine":1,"totalLines":98}},"sourceToolAssistantUUID":"f1703f71-8ff1-48f4-98fd-a6721f22c89d","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"0e923eb8-91ca-425b-823f-4d6b39dbc3e0","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdsmKU5XqoA5v5eQpQh","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now I have everything I need. Let me write the three files:\n\n1. Source page: `Claude Blog - Field Guide to Claude Fable.md`\n2. Concept page: `Finding Unknowns Agentic Prompting.md` (for the 4-quadrant unknowns framework) \n3. Update Home.md (add to Sources and Concepts sections)\n4. Update Wiki Ingest Log.md (new entry for 2026-07-06)\n5. Update the Claude Fable 5 tool page to reference this post as practical usage guidance\n\nThe concept page is about a framework for thinking about what information Claude doesn't have when working on agentic tasks. \n\nI'll name it \"Finding Your Unknowns Framework.md\" — it's a practical prompting methodology for Claude Fable specifically. I should also update the existing Claude Fable 5 page to add a \"Practical usage\" section referencing this post. The framework breaks down into four categories: Known Knowns for explicit instructions, Known Unknowns for acknowledged gaps, Unknown Knowns for implicit context, and Unknown Unknowns for the truly unexpected.\n\nI'm structuring this around a pre/during/post implementation approach — starting with blind spot passes and brainstorming sessions, moving through implementation documentation, and finishing with explainer artifacts and verification quizzes. This connects directly to context engineering as a more rigorous way to identify and fill in gaps before and during a task. There's also an important insight here about Claude Fable being a \"bottleneck is the user\" model — the work quality now depends on how well the user can clarify unknowns rather than on model capability itself.\n\nLooking at how this applies to James's repos, I can see concrete opportunities: the expert persona in qip-qien is essentially doing blind spot pass work for the AI, the strategy-writing loop in TradingBot25 could benefit from a blind spot pass before handing off to Claude Code, and congressional-trading's scoring system could use reference-based prompting with example trades. I need to update Home.md to add this new concept and its source page, refresh the ingest log, and add a practical usage guide to the Claude Fable 5 tool page.\n\nI'll start by creating the source page, then the concept page, then updating the three existing files.","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1693,"cache_read_input_tokens":62061,"output_tokens":1651,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1693},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1651,"cache_read_input_tokens":62061,"cache_creation_input_tokens":1693,"cache_creation":{"ephemeral_5m_input_tokens":1693,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Ccmdsj5HJKv54kXrV62e2","type":"assistant","uuid":"5ec4dc9c-3c24-41fc-8fe6-7238216b20c6","timestamp":"2026-07-06T23:02:07.132Z","userType":"exter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{"parentUuid":"5ec4dc9c-3c24-41fc-8fe6-7238216b20c6","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdsmKU5XqoA5v5eQpQh","type":"message","role":"assistant","content":[{"type":"text","text":"Now I have all the context. Writing all files now."}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1693,"cache_read_input_tokens":62061,"output_tokens":1651,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1693},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1651,"cache_read_input_tokens":62061,"cache_creation_input_tokens":1693,"cache_creation":{"ephemeral_5m_input_tokens":1693,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Ccmdsj5HJKv54kXrV62e2","type":"assistant","uuid":"0f3d5663-6328-42eb-8a16-6870ab735887","timestamp":"2026-07-06T23:02:07.212Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"0f3d5663-6328-42eb-8a16-6870ab735887","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdsmKU5XqoA5v5eQpQh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016nvNApNjbdiGU9nsDJnPME","name":"Write","input":{"file_path":"/workspace/extra/second-brain/wiki/sources/Claude Blog - Field Guide to Claude Fable.md","content":"# Claude Blog — A Field Guide to Claude Fable: Finding Your Unknowns\n\n**Source:** https://claude.com/blog/a-field-guide-to-claude-fable-finding-your-unknowns\n**Author:** Thariq Shihipar (Member of Technical Staff, Anthropic — same author as the Dynamic Workflows post)\n**Date:** July 6, 2026\n**Category:** Claude Code\n\n## Core thesis\n\n> \"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"\n\nFable is capable enough that the constraint has shifted from model capability to user clarity. The post is a practical guide to finding and resolving unknowns before and during agentic tasks.\n\n## The unknowns framework\n\n| Category | What it is | Example |\n|---|---|---|\n| **Known Knowns** | Explicit instructions you've provided | \"Use TypeScript, write tests\" |\n| **Known Unknowns** | Gaps you're aware of but haven't filled | \"I haven't told it the color scheme\" |\n| **Unknown Knowns** | Obvious context you haven't stated | \"Of course the font should match the site\" |\n| **Unknown Unknowns** | Things you haven't thought of at all | Edge case in video color grading |\n\nThe hard ones are Unknown Knowns and Unknown Unknowns — things you don't know to say.\n\n## Techniques by phase\n\n### Pre-implementation\n- **Blind spot pass** — Ask Claude to identify what it doesn't know before starting\n- **Brainstorms and prototypes** — Generate options to surface hidden assumptions\n- **Interviews with Claude** — Let Claude ask you questions; its questions reveal its unknowns\n- **Reference-based prompting** — Provide concrete examples rather than describing abstractly\n- **Implementation plans** — Claude writes the plan first; you review for gaps\n\n### During implementation\n- **Implementation notes** — Document decisions and unknowns as they arise mid-task\n\n### Post-implementation\n- **Pitch and explainer artifacts** — Have Claude explain what it did; gaps reveal misunderstandings\n- **Quiz-based verification** — Claude quizzes you on the result; tests mutual understanding\n\n## Worked example: video editing\nThariq edited a Fable launch video end-to-end. Key unknowns discovered:\n- Transcription accuracy requirements (tolerate minor errors vs. exact)\n- Video timing subtleties (when does a cut \"feel right\")\n- Color grading standards (match existing Anthropic video style vs. artistic license)\n\nEach was a Unknown Known — obvious in retrospect, never stated in the prompt. The blind spot pass technique surfaced them before they became problems.\n\n## Why this is Fable-specific\nPrior models compensated for vague prompts by guessing conservatively. Fable follows instructions more literally and more completely — so gaps in your specification produce bigger gaps in the output. The upside is when you do specify well, the output quality jump is significant.\n\n## Related\n- [[Finding Your Unknowns Framework]] — concept page distilling the 4-category framework and techniques\n- [[Claude Fable 5 and Mythos 5]] — model API reference\n- [[3-Layer Context Engineering System]] — complementary framework for providing rich context\n- [[Claude Code Dynamic Workflows]] — the orchestration layer these prompting techniques apply within\n- [[Claude Code Skills Best Practices]] — Thariq's earlier post on skill structure\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1693,"cache_read_input_tokens":62061,"output_tokens":1651,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1693},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1651,"cache_read_input_tokens":62061,"cache_creation_input_tokens":1693,"cache_creation":{"ephemeral_5m_input_tokens":1693,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Ccmdsj5HJKv54kXrV62e2","type":"assistant","uuid":"196e85f5-f104-4e25-ab8a-f468a5279ff5","timestamp":"2026-07-06T23:02:19.078Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"196e85f5-f104-4e25-ab8a-f468a5279ff5","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016nvNApNjbdiGU9nsDJnPME","type":"tool_result","content":"File created successfully at: /workspace/extra/second-brain/wiki/sources/Claude Blog - Field Guide to Claude Fable.md (file state is current in your context — no need to Read it back)"}]},"uuid":"9bd3d6aa-3dba-4fa3-ab3f-ea89cdad7d02","timestamp":"2026-07-06T23:02:19.096Z","toolUseResult":{"type":"create","filePath":"/workspace/extra/second-brain/wiki/sources/Claude Blog - Field Guide to Claude Fable.md","content":"# Claude Blog — A Field Guide to Claude Fable: Finding Your Unknowns\n\n**Source:** https://claude.com/blog/a-field-guide-to-claude-fable-finding-your-unknowns\n**Author:** Thariq Shihipar (Member of Technical Staff, Anthropic — same author as the Dynamic Workflows post)\n**Date:** July 6, 2026\n**Category:** Claude Code\n\n## Core thesis\n\n> \"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"\n\nFable is capable enough that the constraint has shifted from model capability to user clarity. The post is a practical guide to finding and resolving unknowns before and during agentic tasks.\n\n## The unknowns framework\n\n| Category | What it is | Example |\n|---|---|---|\n| **Known Knowns** | Explicit instructions you've provided | \"Use TypeScript, write tests\" |\n| **Known Unknowns** | Gaps you're aware of but haven't filled | \"I haven't told it the color scheme\" |\n| **Unknown Knowns** | Obvious context you haven't stated | \"Of course the font should match the site\" |\n| **Unknown Unknowns** | Things you haven't thought of at all | Edge case in video color grading |\n\nThe hard ones are Unknown Knowns and Unknown Unknowns — things you don't know to say.\n\n## Techniques by phase\n\n### Pre-implementation\n- **Blind spot pass** — Ask Claude to identify what it doesn't know before starting\n- **Brainstorms and prototypes** — Generate options to surface hidden assumptions\n- **Interviews with Claude** — Let Claude ask you questions; its questions reveal its unknowns\n- **Reference-based prompting** — Provide concrete examples rather than describing abstractly\n- **Implementation plans** — Claude writes the plan first; you review for gaps\n\n### During implementation\n- **Implementation notes** — Document decisions and unknowns as they arise mid-task\n\n### Post-implementation\n- **Pitch and explainer artifacts** — Have Claude explain what it did; gaps reveal misunderstandings\n- **Quiz-based verification** — Claude quizzes you on the result; tests mutual understanding\n\n## Worked example: video editing\nThariq edited a Fable launch video end-to-end. Key unknowns discovered:\n- Transcription accuracy requirements (tolerate minor errors vs. exact)\n- Video timing subtleties (when does a cut \"feel right\")\n- Color grading standards (match existing Anthropic video style vs. artistic license)\n\nEach was a Unknown Known — obvious in retrospect, never stated in the prompt. The blind spot pass technique surfaced them before they became problems.\n\n## Why this is Fable-specific\nPrior models compensated for vague prompts by guessing conservatively. Fable follows instructions more literally and more completely — so gaps in your specification produce bigger gaps in the output. The upside is when you do specify well, the output quality jump is significant.\n\n## Related\n- [[Finding Your Unknowns Framework]] — concept page distilling the 4-category framework and techniques\n- [[Claude Fable 5 and Mythos 5]] — model API reference\n- [[3-Layer Context Engineering System]] — complementary framework for providing rich context\n- [[Claude Code Dynamic Workflows]] — the orchestration layer these prompting techniques apply within\n- [[Claude Code Skills Best Practices]] — Thariq's earlier post on skill structure\n","structuredPatch":[],"originalFile":null,"userModified":false},"sourceToolAssistantUUID":"196e85f5-f104-4e25-ab8a-f468a5279ff5","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"9bd3d6aa-3dba-4fa3-ab3f-ea89cdad7d02","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdvHKKP9g5wamaQRYnq","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HoZXy3HN3ZkNW4sVTrGqoq","name":"Write","input":{"file_path":"/workspace/extra/second-brain/wiki/concepts/Finding Your Unknowns Framework.md","content":"# Finding Your Unknowns Framework\n\n**Origin:** Thariq Shihipar (Anthropic), July 6, 2026\n**Source:** [[Claude Blog - Field Guide to Claude Fable]]\n**Applies to:** Claude Fable and any capable frontier model where user clarity — not model capability — is the bottleneck\n\n## The 4 unknowns\n\n| | **Known** | **Unknown** |\n|---|---|---|\n| **You know it** | Known Knowns — already in your prompt | Unknown Knowns — obvious to you, never stated |\n| **You don't know it** | Known Unknowns — acknowledged gaps | Unknown Unknowns — things you haven't considered |\n\n**Unknown Knowns** are the sneaky ones: assumptions so natural you don't think to state them. \"Obviously the output should match the existing design language\" — obvious to you, invisible to Claude.\n\n**Unknown Unknowns** only surface after something goes wrong, unless you elicit them deliberately.\n\n## Techniques to find and resolve unknowns\n\n### Before you start\n| Technique | How to use it |\n|---|---|\n| **Blind spot pass** | Prompt: \"Before starting, list everything you'd need to know that I haven't told you.\" |\n| **Interview mode** | Ask Claude to interview you about the task; its questions expose its unknowns |\n| **Reference-based prompting** | Show examples instead of describing — reduces Unknown Knowns dramatically |\n| **Implementation plan** | Have Claude write a plan first; review it for assumptions before approving |\n| **Brainstorm first** | Generate 3 approaches before committing; different approaches surface different unknowns |\n\n### During\n| Technique | How to use it |\n|---|---|\n| **Implementation notes** | Ask Claude to document decisions and open questions as it goes; creates a surface for mid-task correction |\n\n### After\n| Technique | How to use it |\n|---|---|\n| **Explainer artifact** | Ask Claude to explain what it built and why; gaps in explanation reveal misunderstandings |\n| **Quiz mode** | Have Claude quiz you on the output; tests whether you and Claude have the same mental model |\n\n## Why Fable is different\nClaude Fable follows instructions more literally and completely than prior models. That's a double edge: it executes well on clear specifications, but doesn't compensate for vague ones by guessing conservatively. The quality ceiling moved up; so did the cost of incomplete specs.\n\nPrior pattern: vague prompt → model fills gaps conservatively → mediocre but acceptable output.\nFable pattern: vague prompt → model follows the specification literally → output misses what you didn't say.\n\n## Relationship to context engineering\nThis framework is a pre-flight protocol for context engineering. [[3-Layer Context Engineering System]] covers what layers to provide (functional, visual, data). This framework covers how to discover what you've forgotten to include.\n\n## Applicability to James's repos\n\n- **qip-qien** — The triage prompt has Unknown Knowns baked in (Ramón's domain assumptions, what \"good\" looks like in a deviation response). Build a blind spot pass into the agent's first step before it drafts a response.\n- **TradingBot25** — Before a Claude Code session on new strategy logic, run an interview: \"what do you need to know about my risk constraints, position sizing model, and data shape before writing this?\" Prevents refactors.\n- **congressional-trading** — Reference-based prompting for scoring: provide 3 annotated example trades (score + why) before asking Claude to score new ones. Eliminates Unknown Knowns about scoring criteria.\n- **betterSkills / general Claude Code work** — Blind spot pass before any long agentic session. Cost: ~1 extra tool call. Value: catches Unknown Knowns before they produce wrong output at the end of a 20-step task.\n\n## Related\n- [[Claude Blog - Field Guide to Claude Fable]] — source post with worked video editing example\n- [[Claude Fable 5 and Mythos 5]] — model reference (API, tokenizer, fallback)\n- [[3-Layer Context Engineering System]] — what context layers to provide (complementary)\n- [[Claude Code Dynamic Workflows]] — the orchestration layer these techniques live inside\n- [[Builder-Verifier Loop Pattern]] — verification pattern (post-implementation); pairs with Quiz mode here\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1708,"cache_read_input_tokens":63754,"output_tokens":1101,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1708},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1101,"cache_read_input_tokens":63754,"cache_creation_input_tokens":1708,"cache_creation":{"ephemeral_5m_input_tokens":1708,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CcmdvGqnvABqgRHNEyh4N","type":"assistant","uuid":"058e05fd-82a2-465b-b4bf-1a6cb2e03864","timestamp":"2026-07-06T23:02:41.659Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"058e05fd-82a2-465b-b4bf-1a6cb2e03864","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HoZXy3HN3ZkNW4sVTrGqoq","type":"tool_result","content":"File created successfully at: /workspace/extra/second-brain/wiki/concepts/Finding Your Unknowns Framework.md (file state is current in your context — no need to Read it back)"}]},"uuid":"4777020f-9c5c-43df-b482-e145050be9f2","timestamp":"2026-07-06T23:02:41.669Z","toolUseResult":{"type":"create","filePath":"/workspace/extra/second-brain/wiki/concepts/Finding Your Unknowns Framework.md","content":"# Finding Your Unknowns Framework\n\n**Origin:** Thariq Shihipar (Anthropic), July 6, 2026\n**Source:** [[Claude Blog - Field Guide to Claude Fable]]\n**Applies to:** Claude Fable and any capable frontier model where user clarity — not model capability — is the bottleneck\n\n## The 4 unknowns\n\n| | **Known** | **Unknown** |\n|---|---|---|\n| **You know it** | Known Knowns — already in your prompt | Unknown Knowns — obvious to you, never stated |\n| **You don't know it** | Known Unknowns — acknowledged gaps | Unknown Unknowns — things you haven't considered |\n\n**Unknown Knowns** are the sneaky ones: assumptions so natural you don't think to state them. \"Obviously the output should match the existing design language\" — obvious to you, invisible to Claude.\n\n**Unknown Unknowns** only surface after something goes wrong, unless you elicit them deliberately.\n\n## Techniques to find and resolve unknowns\n\n### Before you start\n| Technique | How to use it |\n|---|---|\n| **Blind spot pass** | Prompt: \"Before starting, list everything you'd need to know that I haven't told you.\" |\n| **Interview mode** | Ask Claude to interview you about the task; its questions expose its unknowns |\n| **Reference-based prompting** | Show examples instead of describing — reduces Unknown Knowns dramatically |\n| **Implementation plan** | Have Claude write a plan first; review it for assumptions before approving |\n| **Brainstorm first** | Generate 3 approaches before committing; different approaches surface different unknowns |\n\n### During\n| Technique | How to use it |\n|---|---|\n| **Implementation notes** | Ask Claude to document decisions and open questions as it goes; creates a surface for mid-task correction |\n\n### After\n| Technique | How to use it |\n|---|---|\n| **Explainer artifact** | Ask Claude to explain what it built and why; gaps in explanation reveal misunderstandings |\n| **Quiz mode** | Have Claude quiz you on the output; tests whether you and Claude have the same mental model |\n\n## Why Fable is different\nClaude Fable follows instructions more literally and completely than prior models. That's a double edge: it executes well on clear specifications, but doesn't compensate for vague ones by guessing conservatively. The quality ceiling moved up; so did the cost of incomplete specs.\n\nPrior pattern: vague prompt → model fills gaps conservatively → mediocre but acceptable output.\nFable pattern: vague prompt → model follows the specification literally → output misses what you didn't say.\n\n## Relationship to context engineering\nThis framework is a pre-flight protocol for context engineering. [[3-Layer Context Engineering System]] covers what layers to provide (functional, visual, data). This framework covers how to discover what you've forgotten to include.\n\n## Applicability to James's repos\n\n- **qip-qien** — The triage prompt has Unknown Knowns baked in (Ramón's domain assumptions, what \"good\" looks like in a deviation response). Build a blind spot pass into the agent's first step before it drafts a response.\n- **TradingBot25** — Before a Claude Code session on new strategy logic, run an interview: \"what do you need to know about my risk constraints, position sizing model, and data shape before writing this?\" Prevents refactors.\n- **congressional-trading** — Reference-based prompting for scoring: provide 3 annotated example trades (score + why) before asking Claude to score new ones. Eliminates Unknown Knowns about scoring criteria.\n- **betterSkills / general Claude Code work** — Blind spot pass before any long agentic session. Cost: ~1 extra tool call. Value: catches Unknown Knowns before they produce wrong output at the end of a 20-step task.\n\n## Related\n- [[Claude Blog - Field Guide to Claude Fable]] — source post with worked video editing example\n- [[Claude Fable 5 and Mythos 5]] — model reference (API, tokenizer, fallback)\n- [[3-Layer Context Engineering System]] — what context layers to provide (complementary)\n- [[Claude Code Dynamic Workflows]] — the orchestration layer these techniques live inside\n- [[Builder-Verifier Loop Pattern]] — verification pattern (post-implementation); pairs with Quiz mode here\n","structuredPatch":[],"originalFile":null,"userModified":false},"sourceToolAssistantUUID":"058e05fd-82a2-465b-b4bf-1a6cb2e03864","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"b8d626c3-8cad-4049-877f-685503e22120","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdxrwCcsozpYKuvoEYL","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UnZ5zFXbBPmVWuxGHd21UH","name":"Edit","input":{"replace_all":false,"file_path":"/workspace/extra/second-brain/wiki/Home.md","old_string":"- [[AdiiX - Claude Trading Bot Architecture]] — June 9, 2026. 7.1M views. Claude Code writes trading logic; Claude Cowork sends 7am/9pm daily briefings. Multi-asset: SPX/NDX mean reversion (15m), crypto momentum (1h), commodities trend (4h). ATR sizing + correlation filter. No repo — marketing post. Architecture applicable to tradingbot25 and congressional-trading.","new_string":"- [[AdiiX - Claude Trading Bot Architecture]] — June 9, 2026. 7.1M views. Claude Code writes trading logic; Claude Cowork sends 7am/9pm daily briefings. Multi-asset: SPX/NDX mean reversion (15m), crypto momentum (1h), commodities trend (4h). ATR sizing + correlation filter. No repo — marketing post. Architecture applicable to tradingbot25 and congressional-trading.\n- [[Claude Blog - Field Guide to Claude Fable]] — July 6, 2026. Thariq Shihipar. 4-quadrant unknowns framework, 8 elicitation techniques (blind spot pass, interview mode, reference prompting, implementation plan, explainer, quiz). Core claim: with Fable, output quality is now bottlenecked by user clarity, not model capability."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":543,"cache_read_input_tokens":66617,"output_tokens":400,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":543},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":400,"cache_read_input_tokens":66617,"cache_creation_input_tokens":543,"cache_creation":{"ephemeral_5m_input_tokens":543,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CcmdxrPD37wR2zMtqujRd","type":"assistant","uuid":"0455177a-f925-4895-b58a-571d58e54ded","timestamp":"2026-07-06T23:03:01.606Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"fae2b40f-4dcf-4e7f-ad36-f1ade9547dfb","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdyRAw65AaQsRSXZc3b","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017EF4XpbJnu11djhEHm12gP","name":"Edit","input":{"replace_all":false,"file_path":"/workspace/extra/second-brain/wiki/tools/Claude Fable 5 and Mythos 5.md","old_string":"## Related\n\n- [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)\n- [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps\n- [[AgentsView]] — Cost accounting when pricing databases lag launch\n- [[Managed Agents]] — Opus 4.8 tool-description guidance (applicable to Fable 5 behavioral profile)\n- [[Anthropic Skills Repo]] — Source of the migration guide and API reference","new_string":"## Practical usage guidance\n\nAnthropic published a field guide (July 6, 2026) on how to work effectively with Fable:\n\n> \"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"\n\nFable executes instructions more literally and completely than prior models — the gap is no longer model capability, it's your specification quality. See [[Finding Your Unknowns Framework]] for a pre-flight protocol.\n\n## Related\n\n- [[Claude Blog - Field Guide to Claude Fable]] — Practical prompting guide: 4-quadrant unknowns model + 8 elicitation techniques\n- [[Finding Your Unknowns Framework]] — Concept page distilling the field guide framework\n- [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)\n- [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps\n- [[AgentsView]] — Cost accounting when pricing databases lag launch\n- [[Managed Agents]] — Opus 4.8 tool-description guidance (applicable to Fable 5 behavioral profile)\n- [[Anthropic Skills Repo]] — Source of the migration guide and API reference"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":467,"cache_read_input_tokens":67160,"output_tokens":566,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":467},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":566,"cache_read_input_tokens":67160,"cache_creation_input_tokens":467,"cache_creation":{"ephemeral_5m_input_tokens":467,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CcmdyQcSkPLvMrFuXEyAD","type":"assistant","uuid":"b880420b-99e4-405c-b5ff-b857dc4ed8a4","timestamp":"2026-07-06T23:03:11.863Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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(file state is current in your context — no need to Read it back)"}]},"uuid":"ad19e323-291b-4fe3-b35e-259e70318c88","timestamp":"2026-07-06T23:03:11.882Z","toolUseResult":{"filePath":"/workspace/extra/second-brain/wiki/tools/Claude Fable 5 and Mythos 5.md","oldString":"## Related\n\n- [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)\n- [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps\n- [[AgentsView]] — Cost accounting when pricing databases lag launch\n- [[Managed Agents]] — Opus 4.8 tool-description guidance (applicable to Fable 5 behavioral profile)\n- [[Anthropic Skills Repo]] — Source of the migration guide and API reference","newString":"## Practical usage guidance\n\nAnthropic published a field guide (July 6, 2026) on how to work effectively with Fable:\n\n> \"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"\n\nFable executes instructions more literally and completely than prior models — the gap is no longer model capability, it's your specification quality. See [[Finding Your Unknowns Framework]] for a pre-flight protocol.\n\n## Related\n\n- [[Claude Blog - Field Guide to Claude Fable]] — Practical prompting guide: 4-quadrant unknowns model + 8 elicitation techniques\n- [[Finding Your Unknowns Framework]] — Concept page distilling the field guide framework\n- [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)\n- [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps\n- [[AgentsView]] — Cost accounting when pricing databases lag launch\n- [[Managed Agents]] — Opus 4.8 tool-description guidance (applicable to Fable 5 behavioral profile)\n- [[Anthropic Skills Repo]] — Source of the migration guide and API reference","originalFile":"# Claude Fable 5 and Mythos 5\n\n**Type:** Frontier Claude models\n**By:** Anthropic\n**Status:** Fable 5 (GA), Mythos 5 (Preview)\n**Source:** `anthropics/skills` — claude-api skill commit #1294 (June 9, 2026)\n\n## What they are\n\n**Claude Mythos 5** — The underlying frontier model. Preview availability.\n\n**Claude Fable 5** — Same model as Mythos with Anthropic's additional safety/alignment layer applied. The production-ready version. Launch benchmark: state-of-the-art across most tested benchmarks; lead grows as tasks get longer and more complex (reported by practitioners — see [[X AI Signal Sweep - 2026-06-09]]).\n\n## Key API differences from prior Claude models\n\n### Always-on adaptive thinking\n- Adaptive thinking is always on for Fable 5 — cannot be disabled.\n- Sending `extended_thinking: { enabled: false }` returns HTTP 400.\n- Plan for thinking token overhead in context budgets.\n\n### New tokenizer\n- Approximately **30% more tokens** per equivalent input compared to prior Claude models.\n- Cost accounting must be recalibrated — don't assume prior per-task estimates carry over.\n- Use [[AgentsView]] or independent accounting to track actual spend at launch (pricing databases may lag).\n\n### Protected-thinking display and replay rules\n- Extended thinking blocks have display/replay restrictions.\n- Review Anthropic's current docs for exact rules before surfacing thinking content in products.\n\n### Refusal stop reason + classifier fallback\n\nFable 5 has conservative classifiers that block requests in three specific areas:\n\n| `stop_details.category` | Fires on |\n|---|---|\n| `\"cyber\"` | Offensive cybersecurity content — exploits, malware, attack tooling |\n| `\"bio\"` | Biology / life-sciences — lab methods, molecular mechanisms |\n| `\"reasoning_extraction\"` | Requests attempting to extract the model's summarized thinking |\n\nResponse shape on a block:\n```json\n{\n  \"stop_reason\": \"refusal\",\n  \"stop_details\": {\n    \"type\": \"refusal\",\n    \"category\": \"cyber\",\n    \"explanation\": \"...\"\n  }\n}\n```\n\nBranch on **`stop_reason`**, not `content` or `stop_details`. `stop_details` can be `null` — treat that as a generic refusal.\n\n**Server-side fallback (recommended):** Pass `fallbacks: [{\"model\": \"claude-opus-4-8\"}]` + beta header. On a classifier block, the API automatically retries with Opus 4.8. Currently supported on Claude API and Claude Platform on AWS.\n\n```bash\n-H \"anthropic-beta: server-side-fallback-2026-06-01\"\n\"fallbacks\": [{ \"model\": \"claude-opus-4-8\" }]\n```\n\n**`stop_details.recommended_model`** — populated only when fallbacks are configured but the fallback model couldn't execute (rate-limited/overloaded). Names the model to retry directly.\n\n**Billing change (when NOT using server-side fallback):** `stop_details.fallback_credit_token` lets you bill the fallback request as a cache read (cheaper). Requires action if you handle fallback client-side.\n\nSource: `claude-cookbooks/fable_5_fallback_billing/guide.ipynb` (June 2026)\n\nThe skills repo also ships **SDK fallback middleware** for handling `\"refusal\"` stop_reason in production SDK flows.\n\n### Data retention\n- 30-day data-retention requirement (stricter than prior models in some configurations).\n- Relevant for regulated use cases (HIPAA, etc.).\n\n## Migration\n\nAnthropic added a full \"Migrating to Claude Fable 5\" guide + checklist to the claude-api skill:\n\n1. **Tokenizer recalibration** — update cost estimates, re-validate context-window budgets.\n2. **Thinking opt-out removal** — remove any `extended_thinking: false` from request payloads.\n3. **Refusal stop reason** — add `\"refusal\"` to stop_reason handlers and wire in SDK fallback middleware.\n4. **Data retention review** — check compliance posture against the 30-day window.\n5. **Prompt re-tuning** — Fable/Mythos has behavioral changes vs 4.x models; prompts that were tuned for 4.7 or Opus 4.8 may need adjustments (not API breaking changes, behavioral shifts).\n\n**Mythos Preview path:** Separate migration checklist in the skill for moving from Mythos Preview → GA or Fable 5.\n\n## Practical notes for James's stack\n\n- **congressional-trading** — Recalibrate token budgets for any Fable 5 runs; the 30% tokenizer difference directly affects context window planning.\n- **qip-qien** — Fable 5's strong performance on long, complex knowledge-work tasks (9+ hour autonomous sessions reported by Ethan Mollick) makes it the right model for the expert-draft pipeline when conviction threshold is high.\n- **Pool Monitor / Arduino** — No impact; those are Python scripts with no Claude API calls.\n\n## Related\n\n- [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)\n- [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps\n- [[AgentsView]] — Cost accounting when pricing databases lag launch\n- [[Managed Agents]] — Opus 4.8 tool-description guidance (applicable to Fable 5 behavioral profile)\n- [[Anthropic Skills Repo]] — Source of the migration guide and API reference\n","structuredPatch":[{"oldStart":88,"oldLines":8,"newStart":88,"newLines":18,"lines":[" - **qip-qien** — Fable 5's strong performance on long, complex knowledge-work tasks (9+ hour autonomous sessions reported by Ethan Mollick) makes it the right model for the expert-draft pipeline when conviction threshold is high."," - **Pool Monitor / Arduino** — No impact; those are Python scripts with no Claude API calls."," ","+## Practical usage guidance","+","+Anthropic published a field guide (July 6, 2026) on how to work effectively with Fable:","+","+> \"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"","+","+Fable executes instructions more literally and completely than prior models — the gap is no longer model capability, it's your specification quality. See [[Finding Your Unknowns Framework]] for a pre-flight protocol.","+"," ## Related"," ","+- [[Claude Blog - Field Guide to Claude Fable]] — Practical prompting guide: 4-quadrant unknowns model + 8 elicitation techniques","+- [[Finding Your Unknowns Framework]] — Concept page distilling the field guide framework"," - [[X AI Signal Sweep - 2026-06-09]] — Practitioner capability reports (Karpathy, Mollick, Shipper, Willison)"," - [[Frontier Model Qualitative Step Change]] — Pattern for evaluating major model jumps"," - [[AgentsView]] — Cost accounting when pricing databases lag launch"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"b880420b-99e4-405c-b5ff-b857dc4ed8a4","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"1042f32b-28df-485e-8ca4-27fe0d9d5d08","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdzB9MMi6FXb9CirmPZ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Tkax4d556q3nzuv9C6ASgo","name":"Edit","input":{"replace_all":false,"file_path":"/workspace/extra/second-brain/wiki/Wiki Ingest Log.md","old_string":"## 2026-07-06\n\n- **[[CLAUDE.md Progressive Disclosure]]**","new_string":"## 2026-07-06\n\n- **[[Claude Blog - Field Guide to Claude Fable]]** (new source) — July 6. Thariq Shihipar. Practical field guide for working with Claude Fable: the 4-quadrant unknowns model (Known/Unknown × Knowns/Unknowns) and 8 elicitation techniques (blind spot pass, interview mode, reference-based prompting, implementation plan, explainer artifact, quiz mode). Core claim: output quality is now bottlenecked by user clarity, not model capability. Worked example: end-to-end video editing.\n- **[[Finding Your Unknowns Framework]]** (new concept) — Distilled from the field guide. Pre-flight protocol for agentic work. Includes applicability notes for qip-qien (build blind spot pass into triage prompt), TradingBot25 (interview before new strategy sessions), and congressional-trading (reference-based scoring examples).\n- **[[Claude Fable 5 and Mythos 5]]** (updated) — Added \"Practical usage guidance\" section linking to the field guide and the unknowns framework.\n\n- **[[CLAUDE.md Progressive Disclosure]]**"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":628,"cache_read_input_tokens":67627,"output_tokens":444,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":628},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":444,"cache_read_input_tokens":67627,"cache_creation_input_tokens":628,"cache_creation":{"ephemeral_5m_input_tokens":628,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CcmdzAe6XuQWZJhwTfQmY","type":"assistant","uuid":"971577bf-d805-41d5-a694-dd333aad9159","timestamp":"2026-07-06T23:03:19.492Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"971577bf-d805-41d5-a694-dd333aad9159","isSidechain":false,"promptId":"5f85e2fb-6680-425b-b04e-710974147c7d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Tkax4d556q3nzuv9C6ASgo","type":"tool_result","content":"The file /workspace/extra/second-brain/wiki/Wiki Ingest Log.md has been updated successfully. (file state is current in your context — no need to Read it back)"}]},"uuid":"c8157c2f-3545-4870-ad3d-f43d6e321629","timestamp":"2026-07-06T23:03:19.504Z","toolUseResult":{"filePath":"/workspace/extra/second-brain/wiki/Wiki Ingest Log.md","oldString":"## 2026-07-06\n\n- **[[CLAUDE.md Progressive Disclosure]]**","newString":"## 2026-07-06\n\n- **[[Claude Blog - Field Guide to Claude Fable]]** (new source) — July 6. Thariq Shihipar. Practical field guide for working with Claude Fable: the 4-quadrant unknowns model (Known/Unknown × Knowns/Unknowns) and 8 elicitation techniques (blind spot pass, interview mode, reference-based prompting, implementation plan, explainer artifact, quiz mode). Core claim: output quality is now bottlenecked by user clarity, not model capability. Worked example: end-to-end video editing.\n- **[[Finding Your Unknowns Framework]]** (new concept) — Distilled from the field guide. Pre-flight protocol for agentic work. Includes applicability notes for qip-qien (build blind spot pass into triage prompt), TradingBot25 (interview before new strategy sessions), and congressional-trading (reference-based scoring examples).\n- **[[Claude Fable 5 and Mythos 5]]** (updated) — Added \"Practical usage guidance\" section linking to the field guide and the unknowns framework.\n\n- **[[CLAUDE.md Progressive Disclosure]]**","originalFile":null,"structuredPatch":[{"oldStart":6,"oldLines":6,"newStart":6,"newLines":10,"lines":[" "," ## 2026-07-06"," ","+- **[[Claude Blog - Field Guide to Claude Fable]]** (new source) — July 6. Thariq Shihipar. Practical field guide for working with Claude Fable: the 4-quadrant unknowns model (Known/Unknown × Knowns/Unknowns) and 8 elicitation techniques (blind spot pass, interview mode, reference-based prompting, implementation plan, explainer artifact, quiz mode). Core claim: output quality is now bottlenecked by user clarity, not model capability. Worked example: end-to-end video editing.","+- **[[Finding Your Unknowns Framework]]** (new concept) — Distilled from the field guide. Pre-flight protocol for agentic work. Includes applicability notes for qip-qien (build blind spot pass into triage prompt), TradingBot25 (interview before new strategy sessions), and congressional-trading (reference-based scoring examples).","+- **[[Claude Fable 5 and Mythos 5]]** (updated) — Added \"Practical usage guidance\" section linking to the field guide and the unknowns framework.","+"," - **[[CLAUDE.md Progressive Disclosure]]** (new concept, internal-origin) — Method from the root CLAUDE.md audit: measure per-section token cost, classify sections by *when needed* (always-relevant stays inline compressed; situational moves to `.claude/docs/` behind trigger-phrased pointers), add a size-budget guardrail against regrowth. First application: 16.3KB → ~9KB, zero facts lost."," - **[[X - EXM7777 - Do This On Your Last Day With Fable]]** (new source) — X Article by @EXM7777 (Machina). Tactical playbook for extracting durable artifacts from a frontier model before it moves to pay-per-token. Five moves: workspace standards, consultant audit, second brain run, `/goal` + dynamic workflows, extract-approach skill."," - **[[Frontier Model Extraction Strategy]]** (new concept) — The underlying pattern: frontier judgment required to *create*, ordinary intelligence sufficient to *use*. The irreversibility filter test: \"Can a cheaper model redo this tomorrow?\""]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"971577bf-d805-41d5-a694-dd333aad9159","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"c8157c2f-3545-4870-ad3d-f43d6e321629","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011CcmdzjxogEcEKjkLHeetG","type":"message","role":"assistant","content":[{"type":"text","text":"Done. Sending message to James.\n\n<message to=\"telegram-mg-17796\">\nClaude blog — 1 new post ingested (July 6):\n\n**[[Claude Blog - Field Guide to Claude Fable]]** — by Thariq Shihipar (same author as Dynamic Workflows)\n\nCore idea: *\"Claude Fable is the first model where the quality of the work is bottlenecked by your ability to clarify its unknowns.\"* The post is a practical framework for finding what you've forgotten to tell Claude before a long agentic task.\n\n**What was created:**\n- New source page: `Claude Blog - Field Guide to Claude Fable.md`\n- New concept page: `Finding Your Unknowns Framework.md` — 4-quadrant unknowns model + 8 elicitation techniques with applicability notes for your repos\n- Updated `Claude Fable 5 and Mythos 5.md` — added practical usage section\n\n**The framework in brief:**\n- Unknown Knowns (obvious context you didn't state) and Unknown Unknowns (things you haven't considered) are the expensive gaps\n- Key technique: **Blind spot pass** — ask Claude \"list everything you'd need to know that I haven't told you\" before starting\n- Other techniques: interview mode, reference-based prompting, implementation plan first, explainer artifact, quiz mode post-task\n\n**Repo applicability noted in the concept page:**\n- qip-qien: build a blind spot pass into the triage prompt before the agent drafts a response\n- TradingBot25: run an interview before any new strategy logic session\n- congressional-trading: reference-based prompting for scoring (show 3 annotated example trades before asking Claude to score new ones)\n\nWiki pages:\nhttps://jamess-mac-studio.tail02a1a0.ts.net/second-brain/#Claude%20Blog%20-%20Field%20Guide%20to%20Claude%20Fable\nhttps://jamess-mac-studio.tail02a1a0.ts.net/second-brain/#Finding%20Your%20Unknowns%20Framework\n</message>"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":496,"cache_read_input_tokens":68255,"output_tokens":500,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":496},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":500,"cache_read_input_tokens":68255,"cache_creation_input_tokens":496,"cache_creation":{"ephemeral_5m_input_tokens":496,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CcmdzjKMwkkhJutz1SxrN","type":"assistant","uuid":"221f1a2f-9ab4-4341-a9c6-52babced1427","timestamp":"2026-07-06T23:03:30.553Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"type":"queue-operation","operation":"enqueue","timestamp":"2026-07-06T23:55:48.856Z","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","content":"<context timezone=\"America/Chicago\" />\n<task from=\"telegram-mg-17796\" time=\"Jul 6, 2026, 11:45 PM\">Instructions:\nPrepare James daily portfolio brief. Read /workspace/extra/second-brain/portfolio/PLAN.md for the operating model, then read BOARD.md, all projects/*.md cards, and /workspace/agent/repo-awareness.md. Compare activity and dated Notes with the prior brief when available. Reply directly in this Telegram DM with a phone-readable brief under 20 lines: Moved (new activity since the previous brief), Stalled (items blocked on James for more than about 2 days), and Decisions (at most 3 numbered, concrete short-answer questions). While seeded cards remain unconfirmed, use card confirmation as a decision question. Ask at most one metric-definition question per brief. Never invent project goals. Use only stages research, discovery, spec, build, test, feedback, maintain. Do not modify the board during the brief; when James later answers, update the relevant card Goal, Stage, and Next action, append a dated Notes line, update the BOARD.md row, and remove answered items from its Decision queue. If nothing moved, say so plainly; still surface the highest-value decision question.</task>"}
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{"parentUuid":"221f1a2f-9ab4-4341-a9c6-52babced1427","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":"<context timezone=\"America/Chicago\" />\n<task from=\"telegram-mg-17796\" time=\"Jul 6, 2026, 11:45 PM\">Instructions:\nPrepare James daily portfolio brief. Read /workspace/extra/second-brain/portfolio/PLAN.md for the operating model, then read BOARD.md, all projects/*.md cards, and /workspace/agent/repo-awareness.md. Compare activity and dated Notes with the prior brief when available. Reply directly in this Telegram DM with a phone-readable brief under 20 lines: Moved (new activity since the previous brief), Stalled (items blocked on James for more than about 2 days), and Decisions (at most 3 numbered, concrete short-answer questions). While seeded cards remain unconfirmed, use card confirmation as a decision question. Ask at most one metric-definition question per brief. Never invent project goals. Use only stages research, discovery, spec, build, test, feedback, maintain. Do not modify the board during the brief; when James later answers, update the relevant card Goal, Stage, and Next action, append a dated Notes line, update the BOARD.md row, and remove answered items from its Decision queue. If nothing moved, say so plainly; still surface the highest-value decision question.</task>"},"uuid":"20ae8eda-9c25-4156-b24c-f89d71d31994","timestamp":"2026-07-06T23:55:49.152Z","permissionMode":"bypassPermissions","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"6102fa4c-4ac0-454f-8fda-18a9a0a6ad29","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01122kh1NLXGX2eYNPVjqYK3","type":"tool_result","content":"1\t# Portfolio Operating Model — Plan & Decisions\n2\t\n3\t**Owner:** James · **Created:** 2026-07-06 · **Status:** Tier 1 live\n4\t\n5\tThe goal: James operates as VP of Product across his project portfolio — setting\n6\tdirection and taste, while agents carry research → discovery → spec → build → test →\n7\tfeedback. This doc is the durable record of the plan and the decisions made.\n8\t\n9\t## Framework decision: stay on NanoClaw\n10\t\n11\tEvaluated 2026-07-06 against Hermes (Nous Research — model-agnostic, skill-learning\n12\tloop), OpenClaw (largest ecosystem, weakest isolation story), and NemoClaw (NVIDIA\n13\tenterprise platform — wrong fit for solo use). Decision: **stay on NanoClaw**.\n14\tThe per-agent container isolation, `cli_scope`, and approval gates are exactly the\n15\tsubstrate needed once agents get write access to repos, and the accumulated\n16\tcustomization (ingestion modules, OneCLI vault, monitors, repo-awareness) compounds.\n17\tAdopt Hermes' *idea* (write a reusable skill after every solved problem — already the\n18\tmonorepo Learning Law) without switching platforms. Escape hatch if Anthropic cost or\n19\tavailability becomes a problem: `/add-opencode`, `/add-ollama-provider`.\n20\t\n21\t## The three tiers\n22\t\n23\t### Tier 1 — Board + daily brief (LIVE as of 2026-07-06)\n24\t\n25\t- **Board**: `second-brain/portfolio/` — `BOARD.md` (index + decision queue) and\n26\t  `projects/*.md` (one card per active project). Mounted read-write into Nano's\n27\t  container at `/workspace/extra/second-brain/portfolio/`.\n28\t- **Daily brief**: scheduled task in Nano's Telegram DM session, 07:00 America/Chicago.\n29\t  Reads the board + repo-awareness (which now carries per-repo `Last activity` lines,\n30\t  refreshed every 30 min). Sends: what moved, what's stalled, ≤3 decision questions.\n31\t- **Decision queue**: James replies to the brief from his phone; Nano updates the\n32\t  board and cards. The queue comes to James — he never has to go look at anything.\n33\t\n34\t### Tier 2 — Advance-one-stage loop (NEXT)\n35\t\n36\tA scheduled/nightly run picks the highest-priority project with an unblocked next\n37\taction and moves it one stage (research → brief, brief → spec, spec → draft PR in a\n38\tgit worktree). Each run ends with a **review packet** to Telegram: what it did, diff\n39\tsummary, screenshot or test output, one question max. Prereqs before turning on:\n40\t- Per-project repo mounts into an agent container (or Claude Code sessions driven on\n41\t  the host) — decide per project.\n42\t- Review packet format agreed.\n43\t- Budget per run set.\n44\t\n45\t### Tier 3 — Metric-driven autonomy (GATED)\n46\t\n47\tAuto-merge below a size threshold when tests pass — allowed **per project, only once\n48\tthat project's objective metric is named**. Five preconditions status:\n49\t\n50\t| Precondition | Status |\n51\t|---|---|\n52\t| 1. Objective metric | ❌ **James-owned task** — name one per project on its card (`Metric:` field). Portfolio-level: user-visible improvements shipped/week at ≤2h of James's review time |\n53\t| 2. Measurement | Board diffs + git log + per-project checks; counter-metric: rework rate (% agent PRs rejected) |\n54\t| 3. Action space | Tier 2 actions + auto-merge (small, tested changes only) |\n55\t| 4. Stopping condition | Weekly token budget per project; pause a project if rework rate > ~30% |\n56\t| 5. Rollback | Everything is a PR on a branch; `git revert` + service restart |\n57\t\n58\t## Decisions log (2026-07-06, James)\n59\t\n60\t- **Board = plain files here, not Linear.** Rationale: agent-native (Nano and Claude\n61\t  Code both read/write files with zero API surface), no new habit required — Telegram\n62\t  is the phone interface, the board is just state. Linear can be layered later via\n63\t  nanoclaw's `/add-linear` if the habit ever sticks; the board content ports trivially.\n64\t- **Daily brief, not weekly**, to start. Dial back if it gets noisy.\n65\t- **Guard levels are per-project**, not global:\n66\t  - `review-required` — **TradingBot25** (deep time investment), **qip-qien**\n67\t    (customer trial in progress). Agent changes land as PRs; James approves merges.\n68\t  - `autonomous-ok` — everything else. James does not want to be a blocker; agents\n69\t    may proceed (branch + merge when tests pass) and report after the fact.\n70\t- **Tier 3 metrics are James's task** — captured as the `Metric:` field on each card;\n71\t  the daily brief may ask for at most one metric definition at a time.\n72\t- **index-repos runs every 30 min** (launchd `com.james.nanoclaw-repo-index`,\n73\t  logs to `nanoclaw/logs/repo-index.log`). It is deterministic (filesystem + GitHub\n74\t  REST, no LLM calls) so frequency is nearly free. Future upgrade: event-driven\n75\t  trigger on board edits / Claude Code session end (Stop hook) if 30 min ever feels\n76\t  stale.\n77\t- **Reddit ingestion is not a blocker and not waiting on James's testing.** It was\n78\t  effectively tested 2026-06-13: Reddit's unauthenticated `.json` API is 403-blocked\n79\t  at the edge, so every fetch fails gracefully (`status:failed`). To make it work:\n80\t  James registers a Reddit \"script\" app (his task), then an agent adds the OAuth\n81\t  client_credentials flow against `oauth.reddit.com`. Until then the module is\n82\t  harmless dead weight.\n83\t\n84\t## Loose ends (tracked, not urgent)\n85\t\n86\t- nanoclaw working tree has uncommitted Slack-channel install files\n87\t  (`src/channels/slack.ts`, setup scripts) from wiring #ingest-into-wiki — commit them.\n88\t- `nanoclaw/groups/main/` contains stale v1-era instructions (WhatsApp JIDs, IPC\n89\t  paths) — dead weight, clear when convenient.\n90\t- Ramon's Telegram DM (`telegram:8957631641`) is wired to the *same* Nano agent group\n91\t  as James's. Fine for now; revisit isolation if his usage grows.\n92\t\n93\t## Conventions\n94\t\n95\t- Stage vocabulary (fixed): `research → discovery → spec → build → test → feedback → maintain`\n96\t- Card fields: Repo, Goal, Stage, Guard, Metric, Blocked on James, Next action, Notes\n97\t  (dated, append-only).\n98\t- Nano updates cards from brief replies; anyone (James, Claude Code sessions) may edit\n99\t  the board directly — it's just files in git.\n100\t"}]},"uuid":"085805a8-a86c-4438-9d8e-bee1977d9193","timestamp":"2026-07-06T23:55:52.105Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/PLAN.md","content":"# Portfolio Operating Model — Plan & Decisions\n\n**Owner:** James · **Created:** 2026-07-06 · **Status:** Tier 1 live\n\nThe goal: James operates as VP of Product across his project portfolio — setting\ndirection and taste, while agents carry research → discovery → spec → build → test →\nfeedback. This doc is the durable record of the plan and the decisions made.\n\n## Framework decision: stay on NanoClaw\n\nEvaluated 2026-07-06 against Hermes (Nous Research — model-agnostic, skill-learning\nloop), OpenClaw (largest ecosystem, weakest isolation story), and NemoClaw (NVIDIA\nenterprise platform — wrong fit for solo use). Decision: **stay on NanoClaw**.\nThe per-agent container isolation, `cli_scope`, and approval gates are exactly the\nsubstrate needed once agents get write access to repos, and the accumulated\ncustomization (ingestion modules, OneCLI vault, monitors, repo-awareness) compounds.\nAdopt Hermes' *idea* (write a reusable skill after every solved problem — already the\nmonorepo Learning Law) without switching platforms. Escape hatch if Anthropic cost or\navailability becomes a problem: `/add-opencode`, `/add-ollama-provider`.\n\n## The three tiers\n\n### Tier 1 — Board + daily brief (LIVE as of 2026-07-06)\n\n- **Board**: `second-brain/portfolio/` — `BOARD.md` (index + decision queue) and\n  `projects/*.md` (one card per active project). Mounted read-write into Nano's\n  container at `/workspace/extra/second-brain/portfolio/`.\n- **Daily brief**: scheduled task in Nano's Telegram DM session, 07:00 America/Chicago.\n  Reads the board + repo-awareness (which now carries per-repo `Last activity` lines,\n  refreshed every 30 min). Sends: what moved, what's stalled, ≤3 decision questions.\n- **Decision queue**: James replies to the brief from his phone; Nano updates the\n  board and cards. The queue comes to James — he never has to go look at anything.\n\n### Tier 2 — Advance-one-stage loop (NEXT)\n\nA scheduled/nightly run picks the highest-priority project with an unblocked next\naction and moves it one stage (research → brief, brief → spec, spec → draft PR in a\ngit worktree). Each run ends with a **review packet** to Telegram: what it did, diff\nsummary, screenshot or test output, one question max. Prereqs before turning on:\n- Per-project repo mounts into an agent container (or Claude Code sessions driven on\n  the host) — decide per project.\n- Review packet format agreed.\n- Budget per run set.\n\n### Tier 3 — Metric-driven autonomy (GATED)\n\nAuto-merge below a size threshold when tests pass — allowed **per project, only once\nthat project's objective metric is named**. Five preconditions status:\n\n| Precondition | Status |\n|---|---|\n| 1. Objective metric | ❌ **James-owned task** — name one per project on its card (`Metric:` field). Portfolio-level: user-visible improvements shipped/week at ≤2h of James's review time |\n| 2. Measurement | Board diffs + git log + per-project checks; counter-metric: rework rate (% agent PRs rejected) |\n| 3. Action space | Tier 2 actions + auto-merge (small, tested changes only) |\n| 4. Stopping condition | Weekly token budget per project; pause a project if rework rate > ~30% |\n| 5. Rollback | Everything is a PR on a branch; `git revert` + service restart |\n\n## Decisions log (2026-07-06, James)\n\n- **Board = plain files here, not Linear.** Rationale: agent-native (Nano and Claude\n  Code both read/write files with zero API surface), no new habit required — Telegram\n  is the phone interface, the board is just state. Linear can be layered later via\n  nanoclaw's `/add-linear` if the habit ever sticks; the board content ports trivially.\n- **Daily brief, not weekly**, to start. Dial back if it gets noisy.\n- **Guard levels are per-project**, not global:\n  - `review-required` — **TradingBot25** (deep time investment), **qip-qien**\n    (customer trial in progress). Agent changes land as PRs; James approves merges.\n  - `autonomous-ok` — everything else. James does not want to be a blocker; agents\n    may proceed (branch + merge when tests pass) and report after the fact.\n- **Tier 3 metrics are James's task** — captured as the `Metric:` field on each card;\n  the daily brief may ask for at most one metric definition at a time.\n- **index-repos runs every 30 min** (launchd `com.james.nanoclaw-repo-index`,\n  logs to `nanoclaw/logs/repo-index.log`). It is deterministic (filesystem + GitHub\n  REST, no LLM calls) so frequency is nearly free. Future upgrade: event-driven\n  trigger on board edits / Claude Code session end (Stop hook) if 30 min ever feels\n  stale.\n- **Reddit ingestion is not a blocker and not waiting on James's testing.** It was\n  effectively tested 2026-06-13: Reddit's unauthenticated `.json` API is 403-blocked\n  at the edge, so every fetch fails gracefully (`status:failed`). To make it work:\n  James registers a Reddit \"script\" app (his task), then an agent adds the OAuth\n  client_credentials flow against `oauth.reddit.com`. Until then the module is\n  harmless dead weight.\n\n## Loose ends (tracked, not urgent)\n\n- nanoclaw working tree has uncommitted Slack-channel install files\n  (`src/channels/slack.ts`, setup scripts) from wiring #ingest-into-wiki — commit them.\n- `nanoclaw/groups/main/` contains stale v1-era instructions (WhatsApp JIDs, IPC\n  paths) — dead weight, clear when convenient.\n- Ramon's Telegram DM (`telegram:8957631641`) is wired to the *same* Nano agent group\n  as James's. Fine for now; revisit isolation if his usage grows.\n\n## Conventions\n\n- Stage vocabulary (fixed): `research → discovery → spec → build → test → feedback → maintain`\n- Card fields: Repo, Goal, Stage, Guard, Metric, Blocked on James, Next action, Notes\n  (dated, append-only).\n- Nano updates cards from brief replies; anyone (James, Claude Code sessions) may edit\n  the board directly — it's just files in git.\n","numLines":100,"startLine":1,"totalLines":100}},"sourceToolAssistantUUID":"6102fa4c-4ac0-454f-8fda-18a9a0a6ad29","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"dddb87c7-b1bb-462c-8d9c-b92a4f05dd19","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TCQEvDqQLSbFAoLDxJp9S7","type":"tool_result","content":"1\t# Portfolio Board\n2\t\n3\tOne row per active project. Cards with full detail live in `projects/`.\n4\tOperating model + decisions: [PLAN.md](PLAN.md).\n5\tStages: `research → discovery → spec → build → test → feedback → maintain`.\n6\tGuard: `review-required` (James approves merges) or `autonomous-ok` (agents proceed, report after).\n7\t\n8\t**Seeded 2026-07-06 from git activity — stages and next actions are drafts until James confirms.**\n9\t\n10\t| Project | Stage | Guard | Next action | Blocked on James | Last activity |\n11\t|---|---|---|---|---|---|\n12\t| [qip-qien](projects/qip-qien.md) | feedback | review-required | Confirm goal + trial status in brief | confirm card | 2026-07-06 |\n13\t| [congressional-trading](projects/congressional-trading.md) | test | autonomous-ok | Confirm shadow-measurement exit criteria | confirm card | 2026-07-06 |\n14\t| [FindRefurbishedAppleProduct](projects/FindRefurbishedAppleProduct.md) | discovery | autonomous-ok | Confirm goal — brand new repo | confirm card | 2026-07-06 |\n15\t| [TradingBot25](projects/TradingBot25.md) | build | review-required | Confirm goal + current strategy state | confirm card | 2026-06-26 |\n16\t| [AgenticLever](projects/AgenticLever.md) | build | autonomous-ok | Confirm goal | confirm card | 2026-06-29 |\n17\t| [pool-monitor](projects/pool-monitor.md) | maintain | autonomous-ok | None — steady state? confirm | confirm card | 2026-06-17 |\n18\t| [MentorCore](projects/MentorCore.md) | test | autonomous-ok | Work the live validation punch list? | confirm card | 2026-06-11 |\n19\t| [RoadSense](projects/RoadSense.md) | test | autonomous-ok | Confirm goal + deployment state | confirm card | 2026-06-06 |\n20\t| [nanoclaw](projects/nanoclaw.md) | build | autonomous-ok | Commit Slack files; Reddit OAuth app (James) | reddit app registration | 2026-06-13 |\n21\t\n22\t## Decision queue\n23\t\n24\tQuestions for James, appended by Nano; answered items move to the card's Notes and are removed here.\n25\t\n26\t- (empty — first daily brief will ask to confirm the seeded cards above)\n27\t\n28\t## Recently shipped\n29\t\n30\t- (empty)\n31\t"}]},"uuid":"ab97e6d1-efab-4820-a4c8-06abeb75a9c7","timestamp":"2026-07-06T23:55:52.473Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/BOARD.md","content":"# Portfolio Board\n\nOne row per active project. Cards with full detail live in `projects/`.\nOperating model + decisions: [PLAN.md](PLAN.md).\nStages: `research → discovery → spec → build → test → feedback → maintain`.\nGuard: `review-required` (James approves merges) or `autonomous-ok` (agents proceed, report after).\n\n**Seeded 2026-07-06 from git activity — stages and next actions are drafts until James confirms.**\n\n| Project | Stage | Guard | Next action | Blocked on James | Last activity |\n|---|---|---|---|---|---|\n| [qip-qien](projects/qip-qien.md) | feedback | review-required | Confirm goal + trial status in brief | confirm card | 2026-07-06 |\n| [congressional-trading](projects/congressional-trading.md) | test | autonomous-ok | Confirm shadow-measurement exit criteria | confirm card | 2026-07-06 |\n| [FindRefurbishedAppleProduct](projects/FindRefurbishedAppleProduct.md) | discovery | autonomous-ok | Confirm goal — brand new repo | confirm card | 2026-07-06 |\n| [TradingBot25](projects/TradingBot25.md) | build | review-required | Confirm goal + current strategy state | confirm card | 2026-06-26 |\n| [AgenticLever](projects/AgenticLever.md) | build | autonomous-ok | Confirm goal | confirm card | 2026-06-29 |\n| [pool-monitor](projects/pool-monitor.md) | maintain | autonomous-ok | None — steady state? confirm | confirm card | 2026-06-17 |\n| [MentorCore](projects/MentorCore.md) | test | autonomous-ok | Work the live validation punch list? | confirm card | 2026-06-11 |\n| [RoadSense](projects/RoadSense.md) | test | autonomous-ok | Confirm goal + deployment state | confirm card | 2026-06-06 |\n| [nanoclaw](projects/nanoclaw.md) | build | autonomous-ok | Commit Slack files; Reddit OAuth app (James) | reddit app registration | 2026-06-13 |\n\n## Decision queue\n\nQuestions for James, appended by Nano; answered items move to the card's Notes and are removed here.\n\n- (empty — first daily brief will ask to confirm the seeded cards above)\n\n## Recently shipped\n\n- (empty)\n","numLines":31,"startLine":1,"totalLines":31}},"sourceToolAssistantUUID":"dddb87c7-b1bb-462c-8d9c-b92a4f05dd19","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"4ff74c45-6596-436c-8573-3cf11d74d845","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AaRFEssHXeMZV5vyGJhQhv","type":"tool_result","content":"1\t# qip-qien\n2\t\n3\t- Repo: `~/projects/qip-ask-qien` · https://github.com/jamesjlopez/qip-qien\n4\t- Goal: _to confirm — expert Q&A persona for medical-device quality (Ramon's domain)?_\n5\t- Stage: feedback (seeded — confirm)\n6\t- Guard: **review-required** — customer trial in progress\n7\t- Metric: _undefined — James to name (candidate: trial-user questions answered satisfactorily/week)_\n8\t- Blocked on James: confirm this card\n9\t- Next action: confirm goal + trial status in daily brief\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"chore: log Fable model review findings\" (same-day commit).\n13\t"}]},"uuid":"757f56ff-882a-4590-9b4c-e7c550856dda","timestamp":"2026-07-06T23:55:56.528Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/qip-qien.md","content":"# qip-qien\n\n- Repo: `~/projects/qip-ask-qien` · https://github.com/jamesjlopez/qip-qien\n- Goal: _to confirm — expert Q&A persona for medical-device quality (Ramon's domain)?_\n- Stage: feedback (seeded — confirm)\n- Guard: **review-required** — customer trial in progress\n- Metric: _undefined — James to name (candidate: trial-user questions answered satisfactorily/week)_\n- Blocked on James: confirm this card\n- Next action: confirm goal + trial status in daily brief\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"chore: log Fable model review findings\" (same-day commit).\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"4ff74c45-6596-436c-8573-3cf11d74d845","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"615510fc-a812-405c-b7a1-3c1a1260dc07","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CSiTw5yvSq85ED5uZ8WqMd","type":"tool_result","content":"1\t# congressional-trading\n2\t\n3\t- Repo: `~/projects/congressional-trading` · https://github.com/jamesjlopez/congressional-trading\n4\t- Goal: _to confirm — CongressWatch: score congressional trade disclosures, push high-conviction signals?_\n5\t- Stage: test (seeded — confirm; shadow measurement active)\n6\t- Guard: autonomous-ok\n7\t- Metric: _undefined — James to name (candidate: signal precision over shadow period)_\n8\t- Blocked on James: confirm this card\n9\t- Next action: confirm shadow-measurement exit criteria (what result graduates it?)\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"Keep shadow measurement active during...\" (same-day commit). Runs on always-on machine.\n13\t"}]},"uuid":"d86ef0a9-1fe5-4b09-818c-8f22c80d8e20","timestamp":"2026-07-06T23:55:56.529Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/congressional-trading.md","content":"# congressional-trading\n\n- Repo: `~/projects/congressional-trading` · https://github.com/jamesjlopez/congressional-trading\n- Goal: _to confirm — CongressWatch: score congressional trade disclosures, push high-conviction signals?_\n- Stage: test (seeded — confirm; shadow measurement active)\n- Guard: autonomous-ok\n- Metric: _undefined — James to name (candidate: signal precision over shadow period)_\n- Blocked on James: confirm this card\n- Next action: confirm shadow-measurement exit criteria (what result graduates it?)\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"Keep shadow measurement active during...\" (same-day commit). Runs on always-on machine.\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"615510fc-a812-405c-b7a1-3c1a1260dc07","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"771f3e86-4d83-4853-b507-4d8dcdec825e","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XYHDu1GjKfPPuux3Fxj8p9","type":"tool_result","content":"1\t# TradingBot25\n2\t\n3\t- Repo: `~/projects/TradingBot25` · private GitHub\n4\t- Goal: _to confirm — multi-asset Claude trading bot (Claude Code writes logic, daily briefings)?_\n5\t- Stage: build (seeded — confirm)\n6\t- Guard: **review-required** — deep time investment\n7\t- Metric: _undefined — James to name (candidates: backtest PnL, live PnL vs benchmark)_\n8\t- Blocked on James: confirm this card\n9\t- Next action: confirm goal + current strategy state\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"Weights update\" (2026-06-26).\n13\t"}]},"uuid":"9bf0bf74-1600-49ab-8280-03a62d09abca","timestamp":"2026-07-06T23:55:56.914Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/TradingBot25.md","content":"# TradingBot25\n\n- Repo: `~/projects/TradingBot25` · private GitHub\n- Goal: _to confirm — multi-asset Claude trading bot (Claude Code writes logic, daily briefings)?_\n- Stage: build (seeded — confirm)\n- Guard: **review-required** — deep time investment\n- Metric: _undefined — James to name (candidates: backtest PnL, live PnL vs benchmark)_\n- Blocked on James: confirm this card\n- Next action: confirm goal + current strategy state\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"Weights update\" (2026-06-26).\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"771f3e86-4d83-4853-b507-4d8dcdec825e","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"7af23523-8611-4031-b17f-b9671c07a286","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DFYkHpLs8XdCnNiftd3XEV","type":"tool_result","content":"1\t# AgenticLever\n2\t\n3\t- Repo: `~/projects/AgenticLever` · https://github.com/jamesjlopez/AgenticLever-website\n4\t- Goal: _to confirm — solution-selling site with question-led discovery flow?_\n5\t- Stage: build (seeded — confirm)\n6\t- Guard: autonomous-ok\n7\t- Metric: _undefined — James to name (candidates: interest sign-ups/week, discovery-flow completion rate)_\n8\t- Blocked on James: confirm this card\n9\t- Next action: confirm goal\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"feat: add NTFY_CLICK_URL support\" (2026-06-29). Working tree has uncommitted changes.\n13\t"}]},"uuid":"aaa3f891-233c-4401-9f1e-50aca06832a7","timestamp":"2026-07-06T23:55:58.489Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/AgenticLever.md","content":"# AgenticLever\n\n- Repo: `~/projects/AgenticLever` · https://github.com/jamesjlopez/AgenticLever-website\n- Goal: _to confirm — solution-selling site with question-led discovery flow?_\n- Stage: build (seeded — confirm)\n- Guard: autonomous-ok\n- Metric: _undefined — James to name (candidates: interest sign-ups/week, discovery-flow completion rate)_\n- Blocked on James: confirm this card\n- Next action: confirm goal\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"feat: add NTFY_CLICK_URL support\" (2026-06-29). Working tree has uncommitted changes.\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"7af23523-8611-4031-b17f-b9671c07a286","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"2fe40d99-84e7-4e69-85f7-3eebe7b9b4e8","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PVPVtnzgyo5c312rL9mKwR","type":"tool_result","content":"1\t# FindRefurbishedAppleProduct\n2\t\n3\t- Repo: `~/projects/FindRefurbishedAppleProduct`\n4\t- Goal: _to confirm — brand new (initial commit today)_\n5\t- Stage: discovery (seeded — confirm)\n6\t- Guard: autonomous-ok\n7\t- Metric: _undefined_\n8\t- Blocked on James: confirm this card\n9\t- Next action: confirm goal and whether this is a monitor (alert on refurb stock?) or a site\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"Initial commit: refurbished Apple ...\" (same-day).\n13\t"}]},"uuid":"fd6fc810-08f2-4b6f-9b82-9c5a3b8f393e","timestamp":"2026-07-06T23:55:58.937Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/FindRefurbishedAppleProduct.md","content":"# FindRefurbishedAppleProduct\n\n- Repo: `~/projects/FindRefurbishedAppleProduct`\n- Goal: _to confirm — brand new (initial commit today)_\n- Stage: discovery (seeded — confirm)\n- Guard: autonomous-ok\n- Metric: _undefined_\n- Blocked on James: confirm this card\n- Next action: confirm goal and whether this is a monitor (alert on refurb stock?) or a site\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"Initial commit: refurbished Apple ...\" (same-day).\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"2fe40d99-84e7-4e69-85f7-3eebe7b9b4e8","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"72c5ce7c-c244-4882-9dc4-16dfd3ba08a4","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MoBpgcFYxnV8E1JpRpKptd","type":"tool_result","content":"1\t# nanoclaw\n2\t\n3\t- Repo: `~/projects/nanoclaw` · https://github.com/jamesjlopez/nanoclaw\n4\t- Goal: the agent platform itself — powers this whole operating model\n5\t- Stage: build\n6\t- Guard: autonomous-ok\n7\t- Metric: _undefined — James to name (candidate: decision questions James actually answers/week — proxy for brief usefulness)_\n8\t- Blocked on James: register a Reddit \"script\" app (for reddit-ingestion OAuth)\n9\t- Next action: commit uncommitted Slack channel files; then OAuth client_credentials flow for reddit-ingestion once app exists\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Migrated Mini → Studio (see nanoclaw memory: machine-migration-gotchas). Daily brief + portfolio board went live today.\n13\t- 2026-07-06 — Reddit ingestion merged 2026-06-13 but non-functional: unauthenticated `.json` API is 403-blocked at Reddit's edge; fails gracefully. Needs OAuth app + client_credentials flow.\n14\t"}]},"uuid":"e5bb5c69-cd37-4c9a-a12f-36a936ac1736","timestamp":"2026-07-06T23:55:59.424Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/nanoclaw.md","content":"# nanoclaw\n\n- Repo: `~/projects/nanoclaw` · https://github.com/jamesjlopez/nanoclaw\n- Goal: the agent platform itself — powers this whole operating model\n- Stage: build\n- Guard: autonomous-ok\n- Metric: _undefined — James to name (candidate: decision questions James actually answers/week — proxy for brief usefulness)_\n- Blocked on James: register a Reddit \"script\" app (for reddit-ingestion OAuth)\n- Next action: commit uncommitted Slack channel files; then OAuth client_credentials flow for reddit-ingestion once app exists\n\n## Notes\n- 2026-07-06 — Migrated Mini → Studio (see nanoclaw memory: machine-migration-gotchas). Daily brief + portfolio board went live today.\n- 2026-07-06 — Reddit ingestion merged 2026-06-13 but non-functional: unauthenticated `.json` API is 403-blocked at Reddit's edge; fails gracefully. Needs OAuth app + client_credentials flow.\n","numLines":14,"startLine":1,"totalLines":14}},"sourceToolAssistantUUID":"72c5ce7c-c244-4882-9dc4-16dfd3ba08a4","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"8c92d6cd-5cb8-4d43-a0b9-c1163318b084","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H2sioVxacxr2hS24ME73ZP","type":"tool_result","content":"1\t# pool-monitor\n2\t\n3\t- Repo: `~/projects/pool-monitor` · https://github.com/jamesjlopez/pool-monitor\n4\t- Goal: deployed pool filter monitor (steady state)\n5\t- Stage: maintain (seeded — confirm)\n6\t- Guard: autonomous-ok\n7\t- Metric: _undefined — James to name (candidate: days between manual interventions)_\n8\t- Blocked on James: confirm this card\n9\t- Next action: none — steady state? confirm\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"Add early alerting for uncalibrated...\" (2026-06-17). Runs on always-on machine.\n13\t"}]},"uuid":"573741f1-210c-42e3-b0f1-49310f983987","timestamp":"2026-07-06T23:56:02.393Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/pool-monitor.md","content":"# pool-monitor\n\n- Repo: `~/projects/pool-monitor` · https://github.com/jamesjlopez/pool-monitor\n- Goal: deployed pool filter monitor (steady state)\n- Stage: maintain (seeded — confirm)\n- Guard: autonomous-ok\n- Metric: _undefined — James to name (candidate: days between manual interventions)_\n- Blocked on James: confirm this card\n- Next action: none — steady state? confirm\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"Add early alerting for uncalibrated...\" (2026-06-17). Runs on always-on machine.\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"8c92d6cd-5cb8-4d43-a0b9-c1163318b084","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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{"parentUuid":"e5bcbd7a-8def-4a54-9ec8-d1a7c9a3f5c4","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011jxb7TkHJQJfXVRTXV4FV9","type":"tool_result","content":"1\t# MentorCore\n2\t\n3\t- Repo: `~/projects/MentorCore`\n4\t- Goal: _to confirm_\n5\t- Stage: test (seeded — confirm; live validation punch list exists)\n6\t- Guard: autonomous-ok\n7\t- Metric: _undefined_\n8\t- Blocked on James: confirm this card\n9\t- Next action: work the live validation punch list?\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"Add live validation punch list\" (2026-06-11).\n13\t"}]},"uuid":"29a3ef4d-e53f-49b3-82ac-3bb410ffd8dc","timestamp":"2026-07-06T23:56:02.910Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/MentorCore.md","content":"# MentorCore\n\n- Repo: `~/projects/MentorCore`\n- Goal: _to confirm_\n- Stage: test (seeded — confirm; live validation punch list exists)\n- Guard: autonomous-ok\n- Metric: _undefined_\n- Blocked on James: confirm this card\n- Next action: work the live validation punch list?\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"Add live validation punch list\" (2026-06-11).\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"e5bcbd7a-8def-4a54-9ec8-d1a7c9a3f5c4","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"29a3ef4d-e53f-49b3-82ac-3bb410ffd8dc","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011Ccmi1fccbNVX9PpVnY4ue","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017XJfYCXuJbbuLG8kkDVrAu","name":"Read","input":{"file_path":"/workspace/extra/second-brain/portfolio/projects/RoadSense.md"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":905,"cache_read_input_tokens":74147,"output_tokens":235,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":905},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":235,"cache_read_input_tokens":74147,"cache_creation_input_tokens":905,"cache_creation":{"ephemeral_5m_input_tokens":905,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Ccmi1f9LZNQkTfcvfmea1","type":"assistant","uuid":"f1143eed-10cf-4365-a815-93b78b432eb4","timestamp":"2026-07-06T23:56:03.222Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"f1143eed-10cf-4365-a815-93b78b432eb4","isSidechain":false,"promptId":"da1e7736-8571-4707-8c37-af8c7d95364d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017XJfYCXuJbbuLG8kkDVrAu","type":"tool_result","content":"1\t# RoadSense\n2\t\n3\t- Repo: `~/projects/RoadSense`\n4\t- Goal: _to confirm_\n5\t- Stage: test (seeded — confirm)\n6\t- Guard: autonomous-ok\n7\t- Metric: _undefined_\n8\t- Blocked on James: confirm this card\n9\t- Next action: confirm goal + deployment state (active Tailscale redirect serves it on :3001)\n10\t\n11\t## Notes\n12\t- 2026-07-06 — Seeded from git activity: \"Relax area smoke-test routing gate\" (2026-06-06).\n13\t"}]},"uuid":"a73aa525-ccf1-4b24-b064-a7c459dec93c","timestamp":"2026-07-06T23:56:03.229Z","toolUseResult":{"type":"text","file":{"filePath":"/workspace/extra/second-brain/portfolio/projects/RoadSense.md","content":"# RoadSense\n\n- Repo: `~/projects/RoadSense`\n- Goal: _to confirm_\n- Stage: test (seeded — confirm)\n- Guard: autonomous-ok\n- Metric: _undefined_\n- Blocked on James: confirm this card\n- Next action: confirm goal + deployment state (active Tailscale redirect serves it on :3001)\n\n## Notes\n- 2026-07-06 — Seeded from git activity: \"Relax area smoke-test routing gate\" (2026-06-06).\n","numLines":13,"startLine":1,"totalLines":13}},"sourceToolAssistantUUID":"f1143eed-10cf-4365-a815-93b78b432eb4","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"a73aa525-ccf1-4b24-b064-a7c459dec93c","isSidechain":false,"message":{"model":"claude-sonnet-4-6","id":"msg_011Ccmi1xKT52H6Zghf4WSCN","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"This is the first daily brief. The board was seeded today, 2026-07-06, so there's no \"prior brief\" to compare against. Everything is seeded and pending confirmation from James.\n\nLet me think about how to structure this brief:\n\n**Moved:** Since there's no prior brief, and everything was seeded today, I should note new activity since seeding. Looking at repo-awareness:\n- qip-qien: Last activity 2026-07-06 — \"chore: log Fable model review findings into BACKLOG.md\"\n- congressional-trading: Last activity 2026-07-06 — \"Keep shadow measurement active during pauses\"\n- FindRefurbishedAppleProduct: Last activity 2026-07-06 — \"Initial commit: refurbished Apple product watcher\"\n\nThe remaining repos show older activity dates ranging back to late June and mid-June. Since this is the inaugural brief, I'll note that all cards were seeded today rather than tracking movement from a prior state.\n\nLooking at what's actually stalled, all 9 projects are technically blocked waiting on James to confirm their cards, but since everything just went live today, nothing has genuinely been stuck for 2+ days yet. That said, a few stand out as needing attention: TradingBot25 hasn't seen activity in 10 days, MentorCore in about 25 days, and RoadSense in roughly 30 days. AgenticLever's been quiet for a week, and nanoclaw is blocked on Reddit OAuth integration while sitting at 23 days of inactivity.\n\nNow I'm thinking through which decisions matter most. Since all the cards are seeded but unconfirmed, I should focus on the highest-impact projects rather than diving into metric definitions yet. The most valuable ones to get clarity on are qip-qien with its active customer trial, congressional-trading which is actively running shadow measurement, and TradingBot25 which needs review but has gone dormant.\n\nLooking at the actual decision format, I need to phrase these as concrete yes/no or multiple-choice questions that James can answer quickly. For this first brief, the board was just seeded today with three active repos, while a couple of older projects like RoadSense and MentorCore have stalled out completely.\n\nThe key decisions I'm tracking: confirming qip-qien's goal around Ramón's medical device Q&A work, understanding what would make congressional-trading graduate from shadow measurement, and clarifying whether FindRefurbishedAppleProduct is a personal tool or something with growth potential. But I need to be disciplined—only one metric question per brief, and confirming a seeded card's goal counts as a decision on its own.\n\nFor this brief with nine unconfirmed cards, I'll focus on three high-value confirmations: qip-qien first since it's review-required and actively running a trial, congressional-trading because it's active today, and one newer card like FindRefurbishedAppleProduct to keep things moving. I'm drafting this to stay phone-readable, under twenty lines, starting with what moved today across the three active repos.\n\nNow I'm laying out the stalled projects — RoadSense and MentorCore haven't seen activity in weeks, and nanoclaw is blocked waiting on James to handle the Reddit OAuth setup. The key decisions I need to surface are confirming qip-qien's goal around the medical-device Q&A persona, understanding what metric or timeline graduates congressional-trading from shadow mode, and clarifying whether FindRefurbishedAppleProduct is just a personal Mac Studio alert or something broader.\n\nI need to format this for Telegram since it's coming from a DM there, so I'll keep it mobile-friendly and use bold for emphasis where it helps readability.","signature":"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"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":801,"cache_read_input_tokens":75052,"output_tokens":1963,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":801},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":1963,"cache_read_input_tokens":75052,"cache_creation_input_tokens":801,"cache_creation":{"ephemeral_5m_input_tokens":801,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Ccmi1wNeMBvoJRSpiGedp","type":"assistant","uuid":"cceae936-04f7-4ac4-92cd-8083ecb25039","timestamp":"2026-07-06T23:56:38.191Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"cec6ea85-1e3b-4645-ae78-d4920abe2601","version":"2.1.128","gitBranch":"HEAD"}
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