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{"parentUuid":"03b74a1a-ea98-4093-8409-dfa39f9f4cf3","isSidechain":true,"promptId":"6bda71ed-f6f2-4562-877f-70a6db81298e","agentId":"a39be3f4074f29f3d","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SEidTQ7iKVPtuNTEchUW3C","type":"tool_result","content":"# Harness Primitives for Long-Running Claude Agents - Complete README\n\n## Overview\n\nThis repository provides modular, reusable building blocks for constructing sophisticated agent harnesses. The content demonstrates how Claude Code's `/goal` command works under the hood and lets developers assemble customized versions suited to their specific needs.\n\n## Core Concept\n\nThe repository ships three fundamental mechanisms that form a quality loop:\n\n1. **Default-FAIL Contract** - Every criterion begins in a false state; agents must present evidence before marking tasks complete\n2. **Fresh-Context Evaluator** - A separate agent without write capabilities grades work from a clean context window\n3. **Agent-Maintained Handoff** - Agents document progress and commit work to version control for seamless session continuity\n\nTwo additional operator-control mechanisms enable monitoring and mid-run intervention.\n\n## Key Differences: Built-In vs. Custom\n\n| Aspect | `/goal` Feature | Custom Harness |\n|--------|-----------------|-----------------|\n| Loop Runner | Claude Code's built-in system | Your own implementation |\n| Completion Judge | Separate fast model | Your evaluator agent |\n| Compatibility | Interactive Claude Code, headless mode, Remote Control | Claude Code, headless, Agent SDK |\n\n## Implementation Approaches\n\n### Option 1: Use `/goal` Directly\nA single-line command within Claude Code that leverages a separate model to monitor completion conditions after every turn.\n\n### Option 2: Custom Loop with Evaluator\nImplement your own cycle using a contract file (`test-results.json`), verification hooks, and a dedicated evaluator subagent. This approach works across Claude Code, headless environments, and the Agent SDK.\n\n## Getting Started\n\n**Quick start:** Copy the `.claude/` directory from this repository into your project root and make hook scripts executable.\n\n**Selective approach:** Each primitive is self-contained; review files individually and adopt only what serves your use case.\n\n## The Three Core Primitives Explained\n\n### Default-FAIL Contract\nPrevents premature success claims by requiring agents to read evidence files before updating a results file. The hook layer enforces this structurally rather than relying on prompt instructions alone.\n\n### Fresh-Context Evaluator\nA specialized subagent reviews completed work against specifications without having participated in the build process, providing objective pass/fail verdicts and specific improvement guidance.\n\n### Agent-Maintained Handoff\nAgents write structured progress notes and commit incremental work to git. New sessions read these notes first, maintaining continuity across context windows.\n\n## Monitoring Long Runs\n\nThe repository enables terminal-based observation without dashboards:\n\n```\nwatch -n 2 'tail -20 PROGRESS.md'              # Agent's notes\nwatch -n 5 'git log --oneline -8'              # Saved work\nwatch -n 5 'find screenshots -name \"*.png\" | tail -5'  # Observations\n```\n\n## Advanced Patterns\n\nThe documentation references additional layers including unattended loops, planner agents, sprint contracts, grading rubrics, browser-based evaluation, and model-version adaptation strategies.\n\n## Scope and Disclaimer\n\nThis repository represents example patterns from Anthropic's engineering research, not a production-ready system. It's designed as a reference for understanding agent harness architecture and a starting point for customization rather than a turnkey solution."}]},"uuid":"78fa2362-cd1c-41ac-94af-4e6b3ace035f","timestamp":"2026-07-16T08:00:45.380Z","sourceToolAssistantUUID":"03b74a1a-ea98-4093-8409-dfa39f9f4cf3","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"033a4a00-9171-4e08-9a79-6b99f177355d","version":"2.1.128","gitBranch":"HEAD","slug":"mellow-wobbling-swan"}
{"parentUuid":"78fa2362-cd1c-41ac-94af-4e6b3ace035f","isSidechain":true,"agentId":"a39be3f4074f29f3d","message":{"model":"claude-haiku-4-5-20251001","id":"msg_011Cd5PFxdnypWM9Nb8Ba8ke","type":"message","role":"assistant","content":[{"type":"text","text":"Perfect! I've successfully fetched both resources. Here's what I found:\n\n## README Content\n\nThe repository contains documentation for **Harness Primitives for Long-Running Claude Agents**. Key highlights include:\n\n**Core Concept:**\n- Three fundamental mechanisms forming a quality loop:\n  1. Default-FAIL Contract - criteria start false; agents must present evidence before marking tasks complete\n  2. Fresh-Context Evaluator - separate agent without write capabilities grades work from clean context\n  3. Agent-Maintained Handoff - agents document progress and commit work to version control\n\n**Two Implementation Approaches:**\n1. Use `/goal` directly within Claude Code (single-line command)\n2. Custom loop with evaluator using contract files, verification hooks, and dedicated evaluator subagent\n\n**Key Features:**\n- Comparison table showing differences between `/goal` feature vs. custom harness\n- Three core primitives explained in detail\n- Monitoring patterns using terminal commands (watch, tail, git log)\n- Reference to advanced patterns (unattended loops, planner agents, sprint contracts, grading rubrics)\n- Note that this is example patterns from Anthropic's engineering research, not production-ready\n\n**Quick Start:** Copy `.claude/` directory and make hook scripts executable\n\n## Repository Metadata\n\n- **Owner:** anthropics\n- **Created:** May 6, 2026\n- **License:** Apache License 2.0\n- **Visibility:** Public\n- **Stars:** 491\n- **Forks:** 55\n- **Description:** None listed\n- **Topics:** None assigned\n\nThe repository is a reference implementation designed for understanding agent harness architecture and as a starting point for customization."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":121,"cache_creation_input_tokens":971,"cache_read_input_tokens":10939,"output_tokens":377,"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":971},"inference_geo":"","iterations":[{"input_tokens":121,"output_tokens":377,"cache_read_input_tokens":10939,"cache_creation_input_tokens":971,"cache_creation":{"ephemeral_5m_input_tokens":971,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cd5PFwfzqyCUek6p8w7gw","attributionAgent":"Explore","type":"assistant","uuid":"2314f4e8-f342-425b-944a-8bfcb09e1896","timestamp":"2026-07-16T08:00:50.069Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"033a4a00-9171-4e08-9a79-6b99f177355d","version":"2.1.128","gitBranch":"HEAD","slug":"mellow-wobbling-swan"}