Now let me look at the board to see what's actionable. I already have a good picture from earlier in this session:

**P1:**
- StageHand: blocked on 5 toolchain questions from James
- nanoclaw: blocked on Studio deploy from James

**P2:**
- AgenticLever: blocked on goal confirm from James
- RoadSense: blocked on 5 launch questions from James (just committed fa807e9 in prior cycle)
- qip-qien: review-required, merge sign-off needed
- congressional-trading: blocked on threshold decision from James
- TradingBot25: review-required + confirm goal

Most projects are blocked waiting on James. This is a HIGH tier cycle with 53.8% burnable, so I need to find what's actually actionable. The qip-qien SEV-1 fix is already committed and just needs merge approval, while TradingBot25 is also blocked on review and goal confirmation. Let me check the board again to see if anything's shifted, especially for StageHand's headless-browser work.

Looking back at my recent board read, StageHand has five toolchain questions blocking it, and the headless-browser work is conditional on Local Recs approval. The remaining punch list items—expanding the Compass gallery capture, the PureRealty adapter, and the production rights path—all have their own blockers or dependencies that aren't autonomous without James's input. nanoclaw is similarly stuck waiting on the Studio deploy.

For AgenticLever, the autopilot already confirmed it's a B2B lead-gen funnel and the tests are passing at 37/37, but the card itself is blocked on James confirming the goal direction and metrics. RoadSense just had the score regression fixed, but it's blocked on five launch questions. Looking at the observations though, there are some open items I could tackle—duplicate rows in user_roads, the missing name column in natural_features, and the loop seed selection logic. Looking at the observations in RoadSense's tracking doc, there are several technical issues flagged—schema constraints for duplicate rows, missing name columns, geographic bounding problems—but the board's explicit next action is answering those five launch questions first. These observations feel like maintenance work that could be autonomous, but they're secondary to unblocking the main implementation path.

The BDR legend inconsistency does stand out as a small, contained UI fix that could be done autonomously. But I'm questioning whether that's the highest-value use of a HIGH tier cycle when the real blocker is James's answers.

Switching to StageHand, the punch list shows most remaining work requires external input—getting the contractor's real business details, collecting walkthrough videos from the agent. The autonomous work here is pretty thin.

I'm weighing a few paths: tackle RoadSense maintenance items like the BDR legend or geobounding issues, dig into test coverage or code quality across projects, or spend the cycle planning out the Local Recs reel feature in detail so it's ready to execute once James approves it. There's also congressional-trading as a P3 option to consider.

Congressional-trading is explicitly waiting on James's threshold decision with the precision monitor running weekly, so there's nothing autonomous to do there right now. For RoadSense, the BDR legend bug looks like something I could actually work through independently. The RoadSense BDR legend issue is small, contained, and autonomous-ok, so it's a clear candidate for work right now. Let me check the RoadSense frontend to understand how to fix it. impactful autonomous work that doesn't need James to unblock first? The RoadSense legend fix is straightforward but minor, while AgenticLever might have open observations I haven't reviewed yet that could be more valuable to tackle. I should also review AgenticLever's open observations to see if there's something more impactful I should prioritize instead.


Lock written. Let me check the board and look for autonomous work given all the primary blockers are on James.


Wasted call — file unchanged since your last Read. Refer to that earlier tool_result instead.


Bash

find /workspace/extra/projects/AgenticLever -name "observations*" 2>/dev/null; find /workspace/extra/projects/AgenticLever -name "CLAUDE.md" 2>/dev/null | head -3

Find AgenticLever observations and CLAUDE.md


/workspace/extra/projects/AgenticLever/observations.md
/workspace/extra/projects/AgenticLever/CLAUDE.md


Ingest Claude blog post on marketing operations automation


1	# Observations
2
3	## Open
4
5	## Closed
6	- [x] `public/` drift — synced public/ to match root files (2026-07-20); added `tests/static-parity.test.mjs` (4 tests, all GREEN) to catch future drift. Pre-existing failures in api-handler.test.mjs are socket/environment issues unrelated to static files.
7	- [x] `api-handler.test.mjs` 11 ECONNRESET failures — container's `HTTP_PROXY` env var routes ALL HTTP (including 127.0.0.1) through OneCLI gateway, which rejects loopback. Fixed 2026-07-20: added `NO_PROXY` and `no_proxy` to `test`/`check` scripts in `package.json`. 37/37 now pass.
8	- [x] `tests/api-handler.test.mjs` appends real records to `data/interests.jsonl` — STALE: verified 2026-07-15 that `INTERESTS_FILE` isolation is already in place (the test sets `INTERESTS_FILE`/`DISCOVERY_FILE` to a temp dir before importing the handler; `bun test` leaves `data/interests.jsonl` untouched — same mtime, 47 lines).
9
10	## Notes
11	- context-only; never auto-processed
12

# Observations

## Open

## Closed
- [x] `public/` drift — synced public/ to match root files (2026-07-20); added `tests/static-parity.test.mjs` (4 tests, all GREEN) to catch future drift. Pre-existing failures in api-handler.test.mjs are socket/environment issues unrelated to static files.
- [x] `api-handler.test.mjs` 11 ECONNRESET failures — container's `HTTP_PROXY` env var routes ALL HTTP (including 127.0.0.1) through OneCLI gateway, which rejects loopback. Fixed 2026-07-20: added `NO_PROXY` and `no_proxy` to `test`/`check` scripts in `package.json`. 37/37 now pass.
- [x] `tests/api-handler.test.mjs` appends real records to `data/interests.jsonl` — STALE: verified 2026-07-15 that `INTERESTS_FILE` isolation is already in place (the test sets `INTERESTS_FILE`/`DISCOVERY_FILE` to a temp dir before importing the handler; `bun test` leaves `data/interests.jsonl` untouched — same mtime, 47 lines).

## Notes
- context-only; never auto-processed


1	# CLAUDE.md
2
3	This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
4
5	# AgenticLever
6
7	Static landing page with a lead-capture API. Zero npm dependencies — Bun is both the runtime and the test runner.
8
9	## Commands
10
11	- `bun run dev` — start the site with watch mode
12	- `bun run start:local` — start the production server on `PORT` (default `4173`)
13	- `bun test` — run all tests
14	- `bun test tests/interest.test.mjs` — run a single test file
15	- `bun run check` — tests plus a browser-JavaScript build check for `script.js`
16	- `bun run sync-interests --dry-run` — count locally saved leads waiting for the shared Sheet
17	- `bun run sync-interests` — replay all local leads to the configured Sheet; duplicate IDs are ignored
18
19	## Architecture
20
21	The live static files (`index.html`, `script.js`, `styles.css`, `favicon.svg`) sit at the **project root** — both Vercel (`vercel.json` builds array) and `server.mjs` serve from there. The `public/` directory holds stale copies; do not edit it.
22
23	There are two server entry points that share the same `lib/` modules:
24
25	- **`server.mjs`** — Bun-native server using the Web API (`Request`/`Response`). Used for local dev and any non-Vercel deployment. Serves static files from the project root via `lib/static.mjs` and handles `POST /api/interests`.
26	- **`api/interests.js`** — Vercel serverless function using the Node.js `(req, res)` style. Vercel routes `POST /api/interests` here. This file duplicates some logic from `server.mjs` (rate limiting, notify) because Vercel handlers cannot share the Bun Web API surface.
27
28	### lib/ modules
29
30	- **`lib/interest.mjs`** — validation and persistence for both record kinds. `validateInterest`/`saveInterest` append to `data/interests.jsonl`; `validateDiscovery`/`saveDiscovery` append to `data/discovery.jsonl` (both mode 0o600). The `website` field is a honeypot on both forms: any non-empty value throws `InterestValidationError` with `isSpam: true`, which the handler silently acknowledges with 200 OK.
31	- **`lib/delivery.mjs`** — POSTs a saved record to the Google Sheets webhook. Called after every successful save; failure is logged but non-fatal so the local JSONL files remain the source of truth.
32	- **`lib/replay.mjs`** — reads and validates a JSONL file, deduplicates by `id`, and drives delivery. Used only by `scripts/sync-interests.mjs` for manual recovery (interest records only).
33	- **`lib/static.mjs`** — path-traversal-safe file server backed by `Bun.file`. Only used by `server.mjs`; Vercel handles static files natively.
34
35	### Two-stage contact flow
36
37	Stage 1 (interest) captures name/email/business/location plus one problem ("what task keeps stealing your time"). On success, the panel offers three optional discovery questions modeled on question-led selling (see `docs/discovery-playbook.md`): what would change, what it costs today, what solving it would be worth. Stage 2 is always skippable and stage-1 capture never depends on it.
38
39	- Stage 1: `script.js` → `POST /api/interests` → `validateInterest` → `saveInterest` → `deliverInterest` (Sheet row) → ntfy push
40	- Stage 2: `script.js` → `POST /api/interests` with `kind: "discovery"` + `interestId` → `validateDiscovery` → `saveDiscovery` → `deliverInterest` (enriches the Sheet row matched by `interestId`) → high-priority ntfy push
41
42	Health metric for the flow: stage-2 completion rate = `data/discovery.jsonl` records ÷ `data/interests.jsonl` records (or Discovery ID column density in the Sheet).
43
44	## Testing
45
46	Tests live in `tests/`. Run with `bun test`.
47
48	`tests/api-handler.test.mjs` spins up a real Node.js HTTP server using the Vercel handler (`api/interests.js`) to catch `(req, res)` vs Web API incompatibilities. **Any change to `api/interests.js` must pass this test before pushing** — this runtime mismatch crashed silently on Vercel previously. Note: the handler rate-limits 6 POSTs per 10 minutes per IP; tests that add POSTs must use distinct `X-Forwarded-For` values.
49
50	## Deployment
51
52	- **Vercel**: root static files and `api/interests.js` are declared in the `vercel.json` `builds` array. On Vercel, `/tmp/interests.jsonl` and `/tmp/discovery.jsonl` are ephemeral fallback storage; Google Sheets is the durable store.
53	- **Self-hosted**: `bun run start:local` on any host with `PORT` set.
54
55	## Environment variables
56
57	See `.env.example`. Key variables:
58	- `INTEREST_WEBHOOK_URL` + `INTEREST_WEBHOOK_SECRET` — Google Sheets webhook (both required together)
59	- `NTFY_TOPIC` — ntfy.sh topic name or full URL for push notifications per submission
60	- `INTERESTS_FILE` / `DISCOVERY_FILE` — override the JSONL paths (useful in tests or alternate deployments)
61
62	Google Sheets integration setup and redeploy steps: `integrations/google-sheets/README.md`
63

# CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

# AgenticLever

Static landing page with a lead-capture API. Zero npm dependencies — Bun is both the runtime and the test runner.

## Commands

- `bun run dev` — start the site with watch mode
- `bun run start:local` — start the production server on `PORT` (default `4173`)
- `bun test` — run all tests
- `bun test tests/interest.test.mjs` — run a single test file
- `bun run check` — tests plus a browser-JavaScript build check for `script.js`
- `bun run sync-interests --dry-run` — count locally saved leads waiting for the shared Sheet
- `bun run sync-interests` — replay all local leads to the configured Sheet; duplicate IDs are ignored

## Architecture

The live static files (`index.html`, `script.js`, `styles.css`, `favicon.svg`) sit at the **project root** — both Vercel (`vercel.json` builds array) and `server.mjs` serve from there. The `public/` directory holds stale copies; do not edit it.

There are two server entry points that share the same `lib/` modules:

- **`server.mjs`** — Bun-native server using the Web API (`Request`/`Response`). Used for local dev and any non-Vercel deployment. Serves static files from the project root via `lib/static.mjs` and handles `POST /api/interests`.
- **`api/interests.js`** — Vercel serverless function using the Node.js `(req, res)` style. Vercel routes `POST /api/interests` here. This file duplicates some logic from `server.mjs` (rate limiting, notify) because Vercel handlers cannot share the Bun Web API surface.

### lib/ modules

- **`lib/interest.mjs`** — validation and persistence for both record kinds. `validateInterest`/`saveInterest` append to `data/interests.jsonl`; `validateDiscovery`/`saveDiscovery` append to `data/discovery.jsonl` (both mode 0o600). The `website` field is a honeypot on both forms: any non-empty value throws `InterestValidationError` with `isSpam: true`, which the handler silently acknowledges with 200 OK.
- **`lib/delivery.mjs`** — POSTs a saved record to the Google Sheets webhook. Called after every successful save; failure is logged but non-fatal so the local JSONL files remain the source of truth.
- **`lib/replay.mjs`** — reads and validates a JSONL file, deduplicates by `id`, and drives delivery. Used only by `scripts/sync-interests.mjs` for manual recovery (interest records only).
- **`lib/static.mjs`** — path-traversal-safe file server backed by `Bun.file`. Only used by `server.mjs`; Vercel handles static files natively.

### Two-stage contact flow

Stage 1 (interest) captures name/email/business/location plus one problem ("what task keeps stealing your time"). On success, the panel offers three optional discovery questions modeled on question-led selling (see `docs/discovery-playbook.md`): what would change, what it costs today, what solving it would be worth. Stage 2 is always skippable and stage-1 capture never depends on it.

- Stage 1: `script.js` → `POST /api/interests` → `validateInterest` → `saveInterest` → `deliverInterest` (Sheet row) → ntfy push
- Stage 2: `script.js` → `POST /api/interests` with `kind: "discovery"` + `interestId` → `validateDiscovery` → `saveDiscovery` → `deliverInterest` (enriches the Sheet row matched by `interestId`) → high-priority ntfy push

Health metric for the flow: stage-2 completion rate = `data/discovery.jsonl` records ÷ `data/interests.jsonl` records (or Discovery ID column density in the Sheet).

## Testing

Tests live in `tests/`. Run with `bun test`.

`tests/api-handler.test.mjs` spins up a real Node.js HTTP server using the Vercel handler (`api/interests.js`) to catch `(req, res)` vs Web API incompatibilities. **Any change to `api/interests.js` must pass this test before pushing** — this runtime mismatch crashed silently on Vercel previously. Note: the handler rate-limits 6 POSTs per 10 minutes per IP; tests that add POSTs must use distinct `X-Forwarded-For` values.

## Deployment

- **Vercel**: root static files and `api/interests.js` are declared in the `vercel.json` `builds` array. On Vercel, `/tmp/interests.jsonl` and `/tmp/discovery.jsonl` are ephemeral fallback storage; Google Sheets is the durable store.
- **Self-hosted**: `bun run start:local` on any host with `PORT` set.

## Environment variables

See `.env.example`. Key variables:
- `INTEREST_WEBHOOK_URL` + `INTEREST_WEBHOOK_SECRET` — Google Sheets webhook (both required together)
- `NTFY_TOPIC` — ntfy.sh topic name or full URL for push notifications per submission
- `INTERESTS_FILE` / `DISCOVERY_FILE` — override the JSONL paths (useful in tests or alternate deployments)

Google Sheets integration setup and redeploy steps: `integrations/google-sheets/README.md`


AgenticLever has no open observations — all closed. So nothing to do there autonomously.

Let me now look at RoadSense's open observations more carefully. The open items were:
1. `user_roads` allows duplicate rows per road — schema-level uniqueness constraint
2. Road ingest drops OSM tags — heuristics issue
3. `natural_features` table has no name column
4. Loop seed selection not geographically bounded
5. BDR view legend shows "Ridden" row — no BDR-view layer renders ridden state outside Roads view
6. Some loop routes stored as MultiLineString with large internal gaps
The BDR legend fix stands out as the most self-contained issue since the others require schema migrations, pipeline changes, or algorithm adjustments with database access. That fix would be a frontend component change. I should check what branch RoadSense is currently on and whether tackling this small UI consistency fix makes sense given the current cycle context.

Now I'm looking at the RoadSense frontend to locate the BDR legend component.


AgenticLever has no open observations. P1/P2 primary actions all blocked on James. Best autonomous option: fix the BDR legend "Ridden" row in RoadSense (open observation, autonomous-ok, frontend-only). Let me find it.


grep -r "Ridden\|ridden" /workspace/extra/projects/RoadSense/components/ /workspace/extra/projects/RoadSense/app/ --include="*.tsx" --include="*.ts" -l 2>/dev/null | head -10

Find files referencing "Ridden" in RoadSense frontend


(Bash completed with no output)


find /workspace/extra/projects/RoadSense -name "*.tsx" -o -name "*.ts" | head -20

List RoadSense TypeScript files


find /workspace/extra/projects/RoadSense -name "*.tsx" | grep -v pipeline | grep -v node_modules | head -20

List RoadSense frontend .tsx files


/workspace/extra/projects/RoadSense/src/app/layout.tsx
/workspace/extra/projects/RoadSense/src/app/page.tsx
/workspace/extra/projects/RoadSense/src/components/Map.tsx


grep -n -i "ridden\|BDR\|bdr\|legend" /workspace/extra/projects/RoadSense/src/components/Map.tsx | head -40

Find BDR legend and ridden references in Map.tsx


16:const TEAL = "#15E0C7";       // UI accent only (buttons, chips, "Ridden" label)
19:// Ridden is a modifier drawn on its own visual channel: white round dots with a
24:const RIDDEN_DOT_COLOR = "#FFFFFF";
25:const RIDDEN_DOT_RIM = "#111417";
26:const RIDDEN_LEGEND_GRAY = "#6E7380"; // neutral sample line under the legend's ridden dots
130:type MapView = "bdr" | "roads" | "routes" | "loops";
367:// Ridden dot overlay is half the body width; dasharray units are line widths, so
369:const riddenDotsWidth: mapboxgl.Expression = ["interpolate", ["linear"], ["zoom"], 8, 0.5, 12, 2, 15, 2]; // body × 0.5
371:const riddenDotsDash = [0.5, 5];
375:const riddenDotsRimWidth: mapboxgl.Expression = ["interpolate", ["linear"], ["zoom"], 8, 0.8, 12, 3.2, 15, 3.2]; // dots × 1.6
376:const riddenDotsRimDash = [0.5 / 1.6, 5 / 1.6];
421:// ─── Legend swatch — mirrors the map line render ──────────────────────────────
426:  riddenDots,
431:  riddenDots?: boolean; // ridden modifier: near-black dotted overlay on top of the line
441:      {riddenDots && (
446:            stroke={RIDDEN_DOT_RIM} strokeWidth="5" strokeLinecap="round"
449:            stroke={RIDDEN_DOT_COLOR} strokeWidth="3.5" strokeLinecap="round"
620:      {(["all", "unridden", "ridden"] as RoadFilter[]).map((f) => {
621:        const label = f === "all" ? "All" : f === "unridden" ? "Unridden" : "Ridden";
651:const TAB_KEYS: MapView[] = ["bdr", "roads", "routes", "loops"];
653:  bdr: "BDR",
689:              letterSpacing: key === "bdr" ? "0.08em" : "0.01em",
704:// ─── Legend ───────────────────────────────────────────────────────────────────
706:function Legend({
720:  let rows: { label: string; color: string; dash?: string; riddenDots?: boolean; sub?: string; divider?: boolean }[] = [];
726:    // Neutral gray + dots so Ridden reads as a modifier, not a sixth score color
727:    rows.push({ label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true });
729:    rows.push({ label: "BDR tagged", color: "#FF7A1A", dash: "6 4" });
730:  } else if (view === "bdr") {
736:      { label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true },
787:                <Swatch color={r.color} dash={r.dash} riddenDots={r.riddenDots} />
824:  onRiddenToggle,
829:  onRiddenToggle: (roadId: string, newState: "ridden" | "unridden") => void;
833:  const [ridden, setRidden] = useState(road.state === "ridden");
852:  const isBdr = road.sourceTags?.includes("bdr");
892:  const handleRiddenClick = async () => {
902:      const newState = data.state === "ridden" ? "ridden" : "unridden";
905:      setRidden(newState === "ridden");
906:      onRiddenToggle(savedRoadId, newState);
940:      setRidden(true);


I can see the issue. Looking at lines 730-736:
```
} else if (view === "bdr") {
  rows.push({ label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true });
  rows.push({ label: "BDR tagged", color: "#FF7A1A", dash: "6 4" });
```

Wait, let me see more context around those lines to understand the full legend for the BDR view.


704	// ─── Legend ───────────────────────────────────────────────────────────────────
705
706	function Legend({
707	  view,
708	  routeInventory,
709	  roadFilter,
710	  onFilterChange,
711	  hidden,
712	}: {
713	  view: MapView;
714	  routeInventory: RouteInventory | null;
715	  roadFilter: RoadFilter;
716	  onFilterChange: (f: RoadFilter) => void;
717	  hidden: boolean;
718	}) {
719	  let title = "Score";
720	  let rows: { label: string; color: string; dash?: string; riddenDots?: boolean; sub?: string; divider?: boolean }[] = [];
721	  let showFilter = false;
722
723	  if (view === "roads") {
724	    showFilter = true;
725	    rows = BANDS.map((b) => ({ label: `${b.range} ${b.label}`, color: b.color }));
726	    // Neutral gray + dots so Ridden reads as a modifier, not a sixth score color
727	    rows.push({ label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true });
728	    rows.push({ divider: true } as typeof rows[0]);
729	    rows.push({ label: "BDR tagged", color: "#FF7A1A", dash: "6 4" });
730	  } else if (view === "bdr") {
731	    title = "Surface";
732	    rows = [
733	      { label: "Paved", color: "#FF7A1A" },
734	      { label: "Gravel", color: "#FF7A1A", dash: "8 5" },
735	      { label: "Dirt", color: "#FF7A1A", dash: "2.5 5" },
736	      { label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true },
737	    ];
738	  } else {
739	    const count =
740	      view === "loops"
741	        ? routeInventory?.totalLoops ?? 0
742	        : routeInventory?.totalRoutes ?? 0;
743	    title = view === "loops" ? "Loops" : "Routes";
744	    rows = BANDS.map((b) => ({ label: `${b.range} ${b.label}`, color: b.color }));
745	    rows.push({ divider: true } as typeof rows[0]);
746	    rows.push({
747	      label: `${count} ${view === "loops" ? "loops" : "routes"}`,
748	      color: "transparent",
749	      sub: "",
750	    });
751	  }
752
753	  return (
754	    <div
755	      style={{
756	        position: "absolute",
757	        bottom: "max(16px, env(safe-area-inset-bottom, 16px))",
758	        left: 12,
759	        zIndex: 10,
760	        borderRadius: 16,
761	        padding: "13px 15px",
762	        minWidth: 196,
763	        opacity: hidden ? 0 : 1,
764	        pointerEvents: hidden ? "none" : "auto",
765	        transition: "opacity .2s",
766	        ...glassPanel(),
767	      }}
768	    >
769	      <div
770	        style={{
771	          font: '700 12px/1 "Archivo", sans-serif',
772	          letterSpacing: "0.12em",
773	          textTransform: "uppercase",

// ─── Legend ───────────────────────────────────────────────────────────────────

function Legend({
  view,
  routeInventory,
  roadFilter,
  onFilterChange,
  hidden,
}: {
  view: MapView;
  routeInventory: RouteInventory | null;
  roadFilter: RoadFilter;
  onFilterChange: (f: RoadFilter) => void;
  hidden: boolean;
}) {
  let title = "Score";
  let rows: { label: string; color: string; dash?: string; riddenDots?: boolean; sub?: string; divider?: boolean }[] = [];
  let showFilter = false;

  if (view === "roads") {
    showFilter = true;
    rows = BANDS.map((b) => ({ label: `${b.range} ${b.label}`, color: b.color }));
    // Neutral gray + dots so Ridden reads as a modifier, not a sixth score color
    rows.push({ label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true });
    rows.push({ divider: true } as typeof rows[0]);
    rows.push({ label: "BDR tagged", color: "#FF7A1A", dash: "6 4" });
  } else if (view === "bdr") {
    title = "Surface";
    rows = [
      { label: "Paved", color: "#FF7A1A" },
      { label: "Gravel", color: "#FF7A1A", dash: "8 5" },
      { label: "Dirt", color: "#FF7A1A", dash: "2.5 5" },
      { label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true },
    ];
  } else {
    const count =
      view === "loops"
        ? routeInventory?.totalLoops ?? 0
        : routeInventory?.totalRoutes ?? 0;
    title = view === "loops" ? "Loops" : "Routes";
    rows = BANDS.map((b) => ({ label: `${b.range} ${b.label}`, color: b.color }));
    rows.push({ divider: true } as typeof rows[0]);
    rows.push({
      label: `${count} ${view === "loops" ? "loops" : "routes"}`,
      color: "transparent",
      sub: "",
    });
  }

  return (
    <div
      style={{
        position: "absolute",
        bottom: "max(16px, env(safe-area-inset-bottom, 16px))",
        left: 12,
        zIndex: 10,
        borderRadius: 16,
        padding: "13px 15px",
        minWidth: 196,
        opacity: hidden ? 0 : 1,
        pointerEvents: hidden ? "none" : "auto",
        transition: "opacity .2s",
        ...glassPanel(),
      }}
    >
      <div
        style={{
          font: '700 12px/1 "Archivo", sans-serif',
          letterSpacing: "0.12em",
          textTransform: "uppercase",


Now I see the issue clearly. In the BDR view legend (lines 730-737), there's a "Ridden" row, but looking at the earlier comment in observations.md: "no BDR-view layer renders ridden state (`roads-ridden-overlay` is hidden outside the Roads view)."

Let me check what layers are visible in the BDR view to confirm the ridden overlay is indeed hidden.


grep -n "roads-ridden\|ridden-overlay\|bdr\|BDR" /workspace/extra/projects/RoadSense/src/components/Map.tsx | head -50

Find ridden overlay layer visibility logic in Map.tsx


130:type MapView = "bdr" | "roads" | "routes" | "loops";
651:const TAB_KEYS: MapView[] = ["bdr", "roads", "routes", "loops"];
653:  bdr: "BDR",
689:              letterSpacing: key === "bdr" ? "0.08em" : "0.01em",
729:    rows.push({ label: "BDR tagged", color: "#FF7A1A", dash: "6 4" });
730:  } else if (view === "bdr") {
852:  const isBdr = road.sourceTags?.includes("bdr");
959:          BDR
1681:    const { base, ridden, bdr } = roadsLayerFilters(filter, [...riddenIdsRef.current]);
1689:    setIfExists("roads-ridden-rim", ridden);
1690:    setIfExists("roads-ridden-overlay", ridden);
1692:    setIfExists("roads-bdr", bdr);
1703:    const showBdr    = view === "bdr";
1710:    for (const id of ["roads-casing", "roads-line", "roads-ridden-rim", "roads-ridden-overlay",
1711:      "roads-selected-glow", "roads-selected-highlight", "roads-hit", "roads-bdr"]) {
1714:    for (const id of ["bdr-casing", "bdr-merged-glow", "bdr-merged-line", "bdr-connectors-line", "bdr-hit"]) {
1810:        //    Same casing for ridden and unridden; ridden is marked by roads-ridden-overlay
1849:        // 4. BDR dashed overlay — on top of the score color so it's always visible
1851:          id: "roads-bdr",
1854:          filter: ["in", "bdr", ["get", "sourceTags"]],
1864:        // 5. Selection white highlight (on top of BDR dashes)
1893:          id: "roads-ridden-rim",
1905:          id: "roads-ridden-overlay",
1917:        // ── BDR dedicated source ──────────────────────────────────────────
1919:        let bdrData: {
1926:          bdrData = await fetchJson<typeof bdrData>("/api/bdr");
1928:          console.error("Failed to load BDR layers", err);
1931:        map.addSource("bdr-segments", { type: "geojson", data: bdrData.segments });
1932:        map.addSource("bdr-merged", {
1934:          data: { type: "FeatureCollection", features: bdrData.merged?.geometry ? [bdrData.merged] : [] },
1936:        map.addSource("bdr-connectors", {
1938:          data: { type: "FeatureCollection", features: bdrData.connectors?.geometry ? [bdrData.connectors] : [] },
1941:        // BDR casing
1943:          id: "bdr-casing",
1945:          source: "bdr-merged",
1950:        // BDR glow
1952:          id: "bdr-merged-glow",
1954:          source: "bdr-merged",
1959:        // BDR body
1961:          id: "bdr-merged-line",
1963:          source: "bdr-merged",
1973:        // BDR connectors
1975:          id: "bdr-connectors-line",
1977:          source: "bdr-connectors",
1982:        // BDR hit target
1984:          id: "bdr-hit",
1986:          source: "bdr-segments",
2070:          ["roads-hit", "bdr-hit", "routes-hit"].filter((id) => map.getLayer(id));
2120:        map.on("click", "bdr-hit", (e) => {
2129:        map.on("mouseenter", "bdr-hit", () => { map.getCanvas().style.cursor = "pointer"; });


Now I can see the issue clearly. Looking at lines 1703-1714:
```typescript
const showBdr = view === "bdr";
...
for (const id of ["roads-casing", "roads-line", "roads-ridden-rim", "roads-ridden-overlay",
  "roads-selected-glow", "roads-selected-highlight", "roads-hit", "roads-bdr"]) {
```

So when `view === "bdr"`, the `roads-ridden-rim` and `roads-ridden-overlay` layers are part of the "roads-*" group that gets toggled.

Let me check what visibility logic is applied to these layers.


1698	  useEffect(() => {
1699	    const map = mapRef.current;
1700	    if (!map) return;
1701
1702	    const showRoads  = view === "roads";
1703	    const showBdr    = view === "bdr";
1704	    const showRoutes = view === "routes" || view === "loops";
1705
1706	    const setVis = (id: string, vis: boolean) => {
1707	      if (map.getLayer(id)) map.setLayoutProperty(id, "visibility", vis ? "visible" : "none");
1708	    };
1709
1710	    for (const id of ["roads-casing", "roads-line", "roads-ridden-rim", "roads-ridden-overlay",
1711	      "roads-selected-glow", "roads-selected-highlight", "roads-hit", "roads-bdr"]) {
1712	      setVis(id, showRoads);
1713	    }
1714	    for (const id of ["bdr-casing", "bdr-merged-glow", "bdr-merged-line", "bdr-connectors-line", "bdr-hit"]) {
1715	      setVis(id, showBdr);
1716	    }
1717	    setVis("route-road-score-line", selectedRoute != null && showRoutes);
1718	    for (const id of ["routes-casing", "routes-line", "routes-hit", "routes-selected"]) {
1719	      setVis(id, showRoutes);
1720	    }
1721	    if (map.getLayer("routes-line")) {
1722	      map.setFilter("routes-line", view === "loops" ? ["==", ["get", "isLoop"], true] : null);
1723	      map.setFilter("routes-hit",  view === "loops" ? ["==", ["get", "isLoop"], true] : null);
1724	      if (map.getLayer("routes-casing")) {
1725	        map.setFilter("routes-casing", view === "loops" ? ["==", ["get", "isLoop"], true] : null);
1726	      }
1727	    }
1728	  }, [selectedRoute, view]);
1729
1730	  // Listen for locate events from the LocateButton
1731	  useEffect(() => {
1732	    const handler = (e: Event) => {

  useEffect(() => {
    const map = mapRef.current;
    if (!map) return;

    const showRoads  = view === "roads";
    const showBdr    = view === "bdr";
    const showRoutes = view === "routes" || view === "loops";

    const setVis = (id: string, vis: boolean) => {
      if (map.getLayer(id)) map.setLayoutProperty(id, "visibility", vis ? "visible" : "none");
    };

    for (const id of ["roads-casing", "roads-line", "roads-ridden-rim", "roads-ridden-overlay",
      "roads-selected-glow", "roads-selected-highlight", "roads-hit", "roads-bdr"]) {
      setVis(id, showRoads);
    }
    for (const id of ["bdr-casing", "bdr-merged-glow", "bdr-merged-line", "bdr-connectors-line", "bdr-hit"]) {
      setVis(id, showBdr);
    }
    setVis("route-road-score-line", selectedRoute != null && showRoutes);
    for (const id of ["routes-casing", "routes-line", "routes-hit", "routes-selected"]) {
      setVis(id, showRoutes);
    }
    if (map.getLayer("routes-line")) {
      map.setFilter("routes-line", view === "loops" ? ["==", ["get", "isLoop"], true] : null);
      map.setFilter("routes-hit",  view === "loops" ? ["==", ["get", "isLoop"], true] : null);
      if (map.getLayer("routes-casing")) {
        map.setFilter("routes-casing", view === "loops" ? ["==", ["get", "isLoop"], true] : null);
      }
    }
  }, [selectedRoute, view]);

  // Listen for locate events from the LocateButton
  useEffect(() => {
    const handler = (e: Event) => {


Now I understand the bug clearly.

Line 1712: `setVis(id, showRoads)` — this sets visibility for `roads-ridden-rim` and `roads-ridden-overlay` to visible ONLY when `view === "roads"`. When `view === "bdr"`, these layers are hidden (`showRoads` is false).

But the BDR legend (lines 730-737) shows a "Ridden" row:
```typescript
{ label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true },
```

So the legend says "Ridden" is represented, but the `roads-ridden-overlay` and `roads-ridden-rim` layers are only visible in "roads" view, not "bdr" view.
The simplest fix is to remove that "Ridden" row from the BDR legend since the ridden state isn't actually rendered there. I could alternatively show the ridden overlay in BDR view, but that's a design decision that would need James's input and might clash with the BDR visual design. Now I should check if there's a test for the Legend component that needs updating.


Confirmed: `roads-ridden-rim` and `roads-ridden-overlay` are only shown when `view === "roads"` (line 1712), never in BDR view — but the BDR legend includes a "Ridden" row. Fix is to drop that row from the BDR legend.


find /workspace/extra/projects/RoadSense -path "*/tests/*.test.*" | grep -v pipeline | head -10

Find non-pipeline test files in RoadSense


find /workspace/extra/projects/RoadSense/pipeline/tests -name "*.test.*" | head -10

List pipeline test files


All test files are in the pipeline. The frontend component (Map.tsx) doesn't have dedicated unit tests — it's a complex Mapbox component that requires browser testing. The observations noted earlier: "recommend a quick visual smoke-check of the Roads/BDR ridden overlay before the next deploy."

The fix is purely removing one row from the BDR legend section. It's a 2-line deletion in the `Legend` function. Since there are no unit tests for this component, I'll:
1. Make the change
2. Note in the commit that a visual smoke-check of BDR view legend should confirm absence of the "Ridden" row
3. Close out the observation

Now I'm making the change.


No frontend tests for `Map.tsx` — it's verified visually. The fix is a 2-line deletion from the BDR legend rows.


Edit

  } else if (view === "bdr") {
    title = "Surface";
    rows = [
      { label: "Paved", color: "#FF7A1A" },
      { label: "Gravel", color: "#FF7A1A", dash: "8 5" },
      { label: "Dirt", color: "#FF7A1A", dash: "2.5 5" },
      { label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true },
    ];

  } else if (view === "bdr") {
    title = "Surface";
    rows = [
      { label: "Paved", color: "#FF7A1A" },
      { label: "Gravel", color: "#FF7A1A", dash: "8 5" },
      { label: "Dirt", color: "#FF7A1A", dash: "2.5 5" },
    ];


The file /workspace/extra/projects/RoadSense/src/components/Map.tsx has been updated successfully. (file state is current in your context — no need to Read it back)

  } else if (view === "bdr") {
    title = "Surface";
    rows = [
      { label: "Paved", color: "#FF7A1A" },
      { label: "Gravel", color: "#FF7A1A", dash: "8 5" },
      { label: "Dirt", color: "#FF7A1A", dash: "2.5 5" },
      { label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true },
    ];

  } else if (view === "bdr") {
    title = "Surface";
    rows = [
      { label: "Paved", color: "#FF7A1A" },
      { label: "Gravel", color: "#FF7A1A", dash: "8 5" },
      { label: "Dirt", color: "#FF7A1A", dash: "2.5 5" },
    ];

-      { label: "Ridden", color: RIDDEN_LEGEND_GRAY, riddenDots: true },


Now close the observation and commit:


- [ ] BDR view legend shows a "Ridden" row, but no BDR-view layer renders ridden state (`roads-ridden-overlay` is hidden outside the Roads view), so the row advertises something the map doesn't draw there.


The file /workspace/extra/projects/RoadSense/docs/observations.md has been updated successfully. (file state is current in your context — no need to Read it back)

# Observations & Punch List

Outstanding issues noticed while working — not necessarily bugs, but things worth fixing.

## Open

- [ ] `user_roads` allows duplicate rows per road — API joins must collapse explicitly; needs a schema-level uniqueness constraint.
- [ ] Road ingest drops OSM tags (bridge, dam, waterfront, natural=water proximity) — forces surface/scenery heuristics to use length + curvature proxies instead of direct tag data.
- [ ] `natural_features` table has no name column — lake/reservoir identity can only be inferred spatially, not by name.
- [ ] Loop seed selection is not geographically bounded — seeds from all roads in the DB, so loops in areas far from the home region (e.g. Lockhart/Gonzales, ~70km from Cedar Park) can appear in the Loops tab alongside Hill Country routes.
- [ ] BDR view legend shows a "Ridden" row, but no BDR-view layer renders ridden state (`roads-ridden-overlay` is hidden outside the Roads view), so the row advertises something the map doesn't draw there.
- [ ] Some loop routes are stored as MultiLineString with large internal gaps — road endpoints don't share exact coordinates, so `ST_LineMerge` keeps them as separate sub-linestrings. Gaps ≤35m are already bridged in the graph; gaps up to 260m are handled by `augmentEndpointGaps` but the geometry still shows breaks.

## Addressed

- [x] **Score-inheritance regression** — `suppressUnsupportedShortSegments()` was using road_connections graph-adjacency (35m) to veto segments that inherited scores via name-adjacency (100m), causing correctly boosted segments (e.g. Reed Parks Road) to get suppressed right after inheritance. Fix (2026-07-21): added `AND (rs.algo_version IS NULL OR rs.algo_version NOT LIKE '%+inherited%')` to the `support` CTE WHERE clause in `pipeline/score.ts` — inherited segments now bypass suppression entirely. Tests (score-inheritance.test.ts, short-island-calibration.test.ts) are DB-dependent and will pass when run against live DB on Mac Studio.
- [x] Lint warnings in `pipeline/import-gpx.ts` and `pipeline/ingest-connectors.ts` (unused imports) removed via `local-code.sh` (gate: `eslint --max-warnings 0`); one stray whitespace regression the local model introduced was caught on diff review and hand-fixed before commit — 2026-07-15.
- [x] `Map.tsx` vestigial `ridden` feature-state removed — no paint expression ever consumed `["feature-state", "ridden"]` (verified via grep before removing); the ridden overlay is driven entirely by `riddenIdsRef` filters. Removed the `roadFeatureIdsRef` id-map (its only purpose was feeding the dead `setFeatureState` calls) along with both write sites. File is 2300+ lines so this was done directly rather than via local-code.sh's whole-file regeneration (too large/risky for that path). Verified via `tsc --noEmit` + `eslint` + `vitest run` (same 14 pre-existing DB-dependent failures before and after — see the score-inheritance item above); no live browser check was run despite AGENTS.md's Mapbox-styling verification note, since this removes dead writes only (no paint expression touched) — recommend a quick visual smoke-check of the Roads/BDR ridden overlay before the next deploy — 2026-07-15.
- [x] LAN/mobile access no longer hardcodes the Mac's current LAN IP — `index.html` derives the host from the page URL and targets port `3001`.
- [x] Browser-render validation is scripted — `pnpm validate:render -- <url>` checks hydrated UI text and rejects Next's global error page.
- [x] Phone dev-server startup is scripted — `pnpm dev:phone` binds Next to `0.0.0.0:3001`.
- [x] WebGL/Mapbox unsupported browsers are handled before map construction — the app renders controls plus an explicit unsupported-map message instead of relying on a thrown constructor error.
- [x] Phone dev-server reachability is scripted — `pnpm dev:phone:check` checks both localhost and detected LAN IPv4 URLs on port `3001`.

## Notes (not actionable, just context)

- `index.html` now redirects to the current page host on port `3001`, instead of hardcoding `10.0.0.2`; override with `?host=...&port=...` if needed.
- `pnpm dev:phone` starts Next on `0.0.0.0:3001` for LAN phone testing.
- `pnpm dev:phone:check` verifies the dev server is reachable through at least one LAN IPv4 address and returns RoadSense HTML.
- `pnpm validate:render -- http://10.0.0.2:3001/` runs a Chrome DOM smoke test and asserts hydrated UI text plus absence of Next's global error page.
- `pnpm pipeline:routes:fast` regenerates routes from the existing connection graph without rebuilding `road_connections` (saves ~2min).
- `http://10.0.0.2:3001/` was validated from this machine with headless Chrome by checking for real UI content, not just HTTP 200. Headless Chrome lacks WebGL in this environment, so it should show `Map unavailable` plus controls; a real phone should show the Mapbox map.
- `pnpm build` needs outbound network access because `next/font` fetches Geist and Geist Mono from Google Fonts during the production build.
- Connector road ingestion: `pipeline/fetch-connectors.ts` + `pipeline/ingest-connectors.ts` add lower-scored routing connectors between interesting roads.
- Scenery scoring uses KNN (nearest single feature) — can't distinguish a brief creek crossing from a miles-long lakeside road; lakeside bonus (length ≥ 2mi within 500m water) partially compensates.
- BDR merged geometry has genuine geographic gaps where the route transitions through highways not in the roads table; these remain as separate sub-geometries after `ST_LineMerge`.
- Loop generation runtime grows quickly when gap radius, beam width, and max loop steps are raised together — keep the candidate count and runtime diagnostics visible.
- Score inheritance test segments documented below — run `npx tsx pipeline/check_segments.ts` to inspect current state.

## Score Inheritance Test Segments

Known problem cases for `inheritScoresFromNamedNeighbors()` in `pipeline/score.ts`. Use to validate changes.

| # | DMS | Road | Expected |
|---|-----|------|----------|
| 1 | 30°31'37.3"N 97°55'33.8"W | Travisso Parkway | 0.22mi seg (score≈42) adjacent to 0.63mi(83) neighbors — should inherit ~83 |
| 2 | 30°28'52.5"N 97°55'52.0"W | Reed Parks Road | ✅ Baseline: correctly inherits from 1.99mi(92) neighbor |
| 3 | 30°24'45.2"N 97°52'2.5"W | Oasis Bluff Dr | 0.03mi, no named neighbors — can't inherit; negative-control |
| 4 | 30°23'38.7"N 97°51'59.9"W | Steiner Ranch Blvd | 1.11mi — not a candidate at current threshold (1.0mi) |
| 6 | 30°20'19.5"N 97°50'59.1"W | River Hills Road | 0.35mi(81) already good; neighbor 0.29mi(72) should inherit 81 |
| 8 | 30°17'26.1"N 97°51'46.1"W | Barton Creek Blvd | 0.24mi(42) with 1.35mi(63) neighbor — should inherit ~63 |
| 10 | 30°16'48.3"N 97°53'0.7"W | Barton Creek Blvd | 1.35mi(63) — the donor for #8 |

Segments #5 (30°23'31.7"N 97°50'50.2"W), #7 (30°17'47.4"N 97°51'5.5"W), #9 (30°16'35.1"N 97°51'54.0"W) returned no road within 100m (2026-06-05).

-- [ ] BDR view legend shows a "Ridden" row, but no BDR-view layer renders ridden state (`roads-ridden-overlay` is hidden outside the Roads view), so the row advertises something the map doesn't draw there.


- [x] BDR view legend "Ridden" row — `roads-ridden-overlay` is only visible in Roads view (line 1712 in Map.tsx gates it on `showRoads`); BDR view uses its own `bdr-*` layers with no ridden visual. Removed the stale row from the BDR legend block (2026-07-21).
- [x] **Score-inheritance regression**


- [x] BDR view legend "Ridden" row — `roads-ridden-overlay` is only visible in Roads view (line 1712 in Map.tsx gates it on `showRoads`); BDR view uses its own `bdr-*` layers with no ridden visual. Removed the stale row from the BDR legend block (2026-07-21).
- [x] **Score-inheritance regression**

# Observations & Punch List

Outstanding issues noticed while working — not necessarily bugs, but things worth fixing.

## Open

- [ ] `user_roads` allows duplicate rows per road — API joins must collapse explicitly; needs a schema-level uniqueness constraint.
- [ ] Road ingest drops OSM tags (bridge, dam, waterfront, natural=water proximity) — forces surface/scenery heuristics to use length + curvature proxies instead of direct tag data.
- [ ] `natural_features` table has no name column — lake/reservoir identity can only be inferred spatially, not by name.
- [ ] Loop seed selection is not geographically bounded — seeds from all roads in the DB, so loops in areas far from the home region (e.g. Lockhart/Gonzales, ~70km from Cedar Park) can appear in the Loops tab alongside Hill Country routes.
- [ ] Some loop routes are stored as MultiLineString with large internal gaps — road endpoints don't share exact coordinates, so `ST_LineMerge` keeps them as separate sub-linestrings. Gaps ≤35m are already bridged in the graph; gaps up to 260m are handled by `augmentEndpointGaps` but the geometry still shows breaks.

## Addressed

- [x] **Score-inheritance regression** — `suppressUnsupportedShortSegments()` was using road_connections graph-adjacency (35m) to veto segments that inherited scores via name-adjacency (100m), causing correctly boosted segments (e.g. Reed Parks Road) to get suppressed right after inheritance. Fix (2026-07-21): added `AND (rs.algo_version IS NULL OR rs.algo_version NOT LIKE '%+inherited%')` to the `support` CTE WHERE clause in `pipeline/score.ts` — inherited segments now bypass suppression entirely. Tests (score-inheritance.test.ts, short-island-calibration.test.ts) are DB-dependent and will pass when run against live DB on Mac Studio.
- [x] Lint warnings in `pipeline/import-gpx.ts` and `pipeline/ingest-connectors.ts` (unused imports) removed via `local-code.sh` (gate: `eslint --max-warnings 0`); one stray whitespace regression the local model introduced was caught on diff review and hand-fixed before commit — 2026-07-15.
- [x] `Map.tsx` vestigial `ridden` feature-state removed — no paint expression ever consumed `["feature-state", "ridden"]` (verified via grep before removing); the ridden overlay is driven entirely by `riddenIdsRef` filters. Removed the `roadFeatureIdsRef` id-map (its only purpose was feeding the dead `setFeatureState` calls) along with both write sites. File is 2300+ lines so this was done directly rather than via local-code.sh's whole-file regeneration (too large/risky for that path). Verified via `tsc --noEmit` + `eslint` + `vitest run` (same 14 pre-existing DB-dependent failures before and after — see the score-inheritance item above); no live browser check was run despite AGENTS.md's Mapbox-styling verification note, since this removes dead writes only (no paint expression touched) — recommend a quick visual smoke-check of the Roads/BDR ridden overlay before the next deploy — 2026-07-15.
- [x] LAN/mobile access no longer hardcodes the Mac's current LAN IP — `index.html` derives the host from the page URL and targets port `3001`.
- [x] Browser-render validation is scripted — `pnpm validate:render -- <url>` checks hydrated UI text and rejects Next's global error page.
- [x] Phone dev-server startup is scripted — `pnpm dev:phone` binds Next to `0.0.0.0:3001`.
- [x] WebGL/Mapbox unsupported browsers are handled before map construction — the app renders controls plus an explicit unsupported-map message instead of relying on a thrown constructor error.
- [x] Phone dev-server reachability is scripted — `pnpm dev:phone:check` checks both localhost and detected LAN IPv4 URLs on port `3001`.

## Notes (not actionable, just context)

- `index.html` now redirects to the current page host on port `3001`, instead of hardcoding `10.0.0.2`; override with `?host=...&port=...` if needed.
- `pnpm dev:phone` starts Next on `0.0.0.0:3001` for LAN phone testing.
- `pnpm dev:phone:check` verifies the dev server is reachable through at least one LAN IPv4 address and returns RoadSense HTML.
- `pnpm validate:render -- http://10.0.0.2:3001/` runs a Chrome DOM smoke test and asserts hydrated UI text plus absence of Next's global error page.
- `pnpm pipeline:routes:fast` regenerates routes from the existing connection graph without rebuilding `road_connections` (saves ~2min).
- `http://10.0.0.2:3001/` was validated from this machine with headless Chrome by checking for real UI content, not just HTTP 200. Headless Chrome lacks WebGL in this environment, so it should show `Map unavailable` plus controls; a real phone should show the Mapbox map.
- `pnpm build` needs outbound network access because `next/font` fetches Geist and Geist Mono from Google Fonts during the production build.
- Connector road ingestion: `pipeline/fetch-connectors.ts` + `pipeline/ingest-connectors.ts` add lower-scored routing connectors between interesting roads.
- Scenery scoring uses KNN (nearest single feature) — can't distinguish a brief creek crossing from a miles-long lakeside road; lakeside bonus (length ≥ 2mi within 500m water) partially compensates.
- BDR merged geometry has genuine geographic gaps where the route transitions through highways not in the roads table; these remain as separate sub-geometries after `ST_LineMerge`.
- Loop generation runtime grows quickly when gap radius, beam width, and max loop steps are raised together — keep the candidate count and runtime diagnostics visible.
- Score inheritance test segments documented below — run `npx tsx pipeline/check_segments.ts` to inspect current state.

## Score Inheritance Test Segments

Known problem cases for `inheritScoresFromNamedNeighbors()` in `pipeline/score.ts`. Use to validate changes.

| # | DMS | Road | Expected |
|---|-----|------|----------|
| 1 | 30°31'37.3"N 97°55'33.8"W | Travisso Parkway | 0.22mi seg (score≈42) adjacent to 0.63mi(83) neighbors — should inherit ~83 |
| 2 | 30°28'52.5"N 97°55'52.0"W | Reed Parks Road | ✅ Baseline: correctly inherits from 1.99mi(92) neighbor |
| 3 | 30°24'45.2"N 97°52'2.5"W | Oasis Bluff Dr | 0.03mi, no named neighbors — can't inherit; negative-control |
| 4 | 30°23'38.7"N 97°51'59.9"W | Steiner Ranch Blvd | 1.11mi — not a candidate at current threshold (1.0mi) |
| 6 | 30°20'19.5"N 97°50'59.1"W | River Hills Road | 0.35mi(81) already good; neighbor 0.29mi(72) should inherit 81 |
| 8 | 30°17'26.1"N 97°51'46.1"W | Barton Creek Blvd | 0.24mi(42) with 1.35mi(63) neighbor — should inherit ~63 |
| 10 | 30°16'48.3"N 97°53'0.7"W | Barton Creek Blvd | 1.35mi(63) — the donor for #8 |

Segments #5 (30°23'31.7"N 97°50'50.2"W), #7 (30°17'47.4"N 97°51'5.5"W), #9 (30°16'35.1"N 97°51'54.0"W) returned no road within 100m (2026-06-05).

+- [x] BDR view legend "Ridden" row — `roads-ridden-overlay` is only visible in Roads view (line 1712 in Map.tsx gates it on `showRoads`); BDR view uses its own `bdr-*` layers with no ridden visual. Removed the stale row from the BDR legend block (2026-07-21).


Bash

cd /workspace/extra/projects/RoadSense && git -c user.name="James Lopez" -c user.email="james.j.lopez@gmail.com" add src/components/Map.tsx docs/observations.md && git -c user.name="James Lopez" -c user.email="james.j.lopez@gmail.com" commit -m "$(cat <<'EOF'
fix(legend): remove stale Ridden row from BDR view legend

roads-ridden-overlay and roads-ridden-rim are only made visible when
view === "roads" (the setVis loop in the view-switching useEffect). BDR
view renders its own bdr-* layers and has no ridden visual, so the
Ridden legend row was advertising behaviour the map doesn't draw there.

Verify: open BDR view and confirm the legend shows only Paved / Gravel / Dirt.
EOF
)"

Commit BDR legend fix


[fix/unridden-road-filter a9542d7] fix(legend): remove stale Ridden row from BDR view legend
 2 files changed, 1 insertion(+), 2 deletions(-)


Now update the project card and board:


Edit

- 2026-07-21 — Autopilot (high tier): fixed score-inheritance regression.

- 2026-07-21 — Autopilot (high tier): fixed BDR legend — removed stale "Ridden" row that was advertising behaviour the map doesn't render in BDR view. `roads-ridden-overlay` is Roads-view only; BDR view uses `bdr-*` layers. Committed a9542d7. Visual smoke-check: open BDR view, confirm legend shows Paved / Gravel / Dirt only.
- 2026-07-21 — Autopilot (high tier): fixed score-inheritance regression.


The file /workspace/extra/second-brain/portfolio/projects/RoadSense.md has been updated successfully. (file state is current in your context — no need to Read it back)

- 2026-07-21 — Autopilot (high tier): fixed BDR legend — removed stale "Ridden" row that was advertising behaviour the map doesn't render in BDR view. `roads-ridden-overlay` is Roads-view only; BDR view uses `bdr-*` layers. Committed a9542d7. Visual smoke-check: open BDR view, confirm legend shows Paved / Gravel / Dirt only.
- 2026-07-21 — Autopilot (high tier): fixed score-inheritance regression.

# RoadSense

- Repo: `~/projects/RoadSense`
- Goal: Personal motorcycle road discovery engine — algorithmically surfaces roads worth riding using GIS data + ridden-road tracking. Pilot: Cedar Park / Austin area.
- Stage: feedback
- Guard: autonomous-ok
- Metric: _undefined — pilot stage; "does it find good roads I'd actually ride?"_
- Blocked on James: answers to 5 launch questions (auth model, generalization city, GIS license, creator posture, success metric)
- Next action: Answer launch questions (auth model, generalization city, GIS licensing, creator posture, success metric) → unblock implementation

## Notes
- 2026-07-06 — Seeded from git activity: "Relax area smoke-test routing gate" (2026-06-06).
- 2026-07-06 — James clarified: functional personal pilot, tuned to Austin area. Two open threads: (a) test generalization to San Jose CA or Denver NC as candidate expansion areas; (b) small display issue with ridden roads. Bigger decision: go public? If yes, need to scope and plan GTM strategy.
- 2026-07-06 — Decision made: go public. Scoping work is next step.
- 2026-07-08 — Autopilot (high tier): produced public launch scope + GTM plan. Sent to James via Telegram with 5 numbered questions: (1) auth model, (2) generalization city, (3) GIS licensing, (4) creator posture, (5) 30-day success metric. Display bug fix deferred — needs local repo access.
- 2026-07-21 — Autopilot (high tier): fixed score-inheritance regression. `suppressUnsupportedShortSegments()` was using graph-adjacency (35m) to suppress segments that had just been correctly boosted by name-adjacency (100m). Fix: added `+inherited` exclusion to `support` CTE WHERE clause in `pipeline/score.ts`. Committed fa807e9 on fix/unridden-road-filter. Tests are DB-dependent; 14 failing tests should go GREEN on Mac Studio after this commit.

+- 2026-07-21 — Autopilot (high tier): fixed BDR legend — removed stale "Ridden" row that was advertising behaviour the map doesn't render in BDR view. `roads-ridden-overlay` is Roads-view only; BDR view uses `bdr-*` layers. Committed a9542d7. Visual smoke-check: open BDR view, confirm legend shows Paved / Gravel / Dirt only.


10	| Project | Stage | Guard | Next action | Blocked on James | Last activity |
11	|---|---|---|---|---|---|
12	| [portfolio-autopilot](projects/portfolio-autopilot.md) | build | autonomous-ok | Monitor headroom log; calibration surfaces reserve suggestions after 5+ snapshots | none | 2026-07-12 |
13	| [qip-qien](projects/qip-qien.md) | feedback | review-required | SEV-1 fix committed (ee84254); merge sign-off needed | merge approval | 2026-07-19 |
14	| [congressional-trading](projects/congressional-trading.md) | test | autonomous-ok | Await threshold decision; weekly precision monitor running (Mondays 9am) | threshold decision | 2026-07-21 |

| Project | Stage | Guard | Next action | Blocked on James | Last activity |
|---|---|---|---|---|---|
| [portfolio-autopilot](projects/portfolio-autopilot.md) | build | autonomous-ok | Monitor headroom log; calibration surfaces reserve suggestions after 5+ snapshots | none | 2026-07-12 |
| [qip-qien](projects/qip-qien.md) | feedback | review-required | SEV-1 fix committed (ee84254); merge sign-off needed | merge approval | 2026-07-19 |
| [congressional-trading](projects/congressional-trading.md) | test | autonomous-ok | Await threshold decision; weekly precision monitor running (Mondays 9am) | threshold decision | 2026-07-21 |


Bash

cd /workspace/extra/second-brain && grep -n "RoadSense" portfolio/BOARD.md

Find RoadSense row in BOARD.md


21:| [RoadSense](projects/RoadSense.md) | spec | autonomous-ok | Answer 5 launch questions → unblock implementation | auth model, city, GIS license, creator posture, metric | 2026-07-21 |
35:- **RoadSense launch questions (5):** auth model, generalization city, GIS license, creator posture, 30-day success metric. Sent via Telegram 2026-07-08.


The board already shows 2026-07-21 for RoadSense since we updated it earlier. No change needed to the board.

Now I need to:
1. Log the run
2. Schedule reset-wake for 2026-07-25T20:59:59.164Z
3. Clear the running lock
4. Send outcome note to slack-infrastructure


Board already shows 2026-07-21 from earlier. Now log, schedule, clear lock, notify.


echo '{"timestamp":"2026-07-21T18:30:00.000Z","tier":"high","burnable_pct":53.8,"project":"RoadSense","task_type":"continuation","model_used":"claude-sonnet","outcome":"completed","notes":"Fixed stale BDR view legend: removed Ridden row (a9542d7). roads-ridden-overlay is Roads-view only — BDR view renders bdr-* layers with no ridden visual, so the legend row was dead. Closed Open observation in docs/observations.md. All P1/P2 primary blockers still on James (StageHand: 5 toolchain Qs, nanoclaw: Studio deploy, AgenticLever: goal confirm, qip-qien: merge sign-off). Next reset: 2026-07-25T20:59:59.164Z."}' >> /workspace/agent/autopilot-run-log.jsonl && echo "logged"

Log run to autopilot run log


logged


Prompt: Portfolio Autopilot reset-wake: check quota and run one autopilot cycle. Read /workspace/agent/autopilot-config.json for context. Run node /workspace/agent/autopilot.mjs to see current state, then proceed as the autopilot prompt instructs.


Task scheduled (id: task-1784642587725-sb2mad, runs at: 2026-07-26T01:59:59.000Z)


rm /workspace/agent/autopilot-running-lock.json && echo "lock cleared"

Clear autopilot running lock


lock cleared


<message to="slack-infrastructure">
Autopilot cycle complete (1:30 PM, high tier, 53.8% burnable).

**RoadSense — BDR legend fix** (a9542d7): removed stale "Ridden" row from the BDR view legend. The `roads-ridden-overlay` layer is only visible in Roads view — BDR renders its own `bdr-*` layers with no ridden visual, so the row was dead UI. Quick smoke-check: open BDR view and confirm the legend shows Paved / Gravel / Dirt only.

All P1/P2 primary blockers unchanged (StageHand: 5 toolchain Qs, nanoclaw: Studio deploy, AgenticLever: goal confirm, qip-qien: merge sign-off, RoadSense: 5 launch Qs). Next reset-wake: Fri Jul 25 ~8:59 PM CT.
</message>


<context timezone="America/Chicago" />
<task from="telegram-mg-17796" time="Jul 21, 2026, 2:00 PM">Script output:
{
  "burnable_pct": 52.8,
  "tier": "high",
  "implementationModel": "claude-sonnet",
  "eligibleProjects": [
    {
      "project": "StageHand",
      "priority": "P1"
    },
    {
      "project": "nanoclaw",
      "priority": "P1"
    },
    {
      "project": "AgenticLever",
      "priority": "P2"
    },
    {
      "project": "RoadSense",
      "priority": "P2"
    },
    {
      "project": "qip-qien",
      "priority": "P2"
    },
    {
      "project": "congressional-trading",
      "priority": "P3"
    },
    {
      "project": "TradingBot25",
      "priority": "P3"
    }
  ],
  "next_reset_at": "2026-07-25T20:59:59.519Z",
  "providerSnapshot": [
    {
      "name": "Claude",
      "tracked": true,
      "5h_remaining_pct": 87,
      "7d_remaining_pct": 62
    },
    {
      "name": "Codex",
      "tracked": true,
      "5h_remaining_pct": null,
      "7d_remaining_pct": 29
    },
    {
      "name": "Gemini",
      "tracked": false,
      "note": "$20/mo subscription — no CodexBar tracking, manually updated from gemini.google.com/usage"
    },
    {
      "name": "LM Studio",
      "tracked": false,
      "note": "local model server — always-available when running at lm_studio_url"
    }
  ],
  "claude_windows": {
    "5h": {
      "remaining_pct": 87,
      "resets_in_sec": 16198
    },
    "7d": {
      "remaining_pct": 62,
      "resets_in_sec": 368998
    }
  }
}

Instructions:
Portfolio Autopilot run triggered. Trigger script has confirmed burnable quota and eligible projects exist.

Script `data` contains:
- `burnable_pct`: effective burnable quota (%)
- `tier`: quota tier (minimal/low/medium/high)
- `implementationModel`: model for implementation tasks
- `eligibleProjects`: [{project, priority}] sorted by priority — P1 first
- `next_reset_at`: ISO timestamp when the constraining window resets
- `providerSnapshot`: remaining % for all providers (Claude + Codex) for context
- `claude_windows`: { "5h": { remaining_pct, resets_in_sec }, "7d": { ... } }

## Your job this cycle

1. Read `/workspace/extra/second-brain/portfolio/BOARD.md` and the relevant `projects/*.md` cards for eligible projects.

2. Pick ONE unit of work — the highest-priority eligible project with a clear, actionable `Next action`. Skip anything where `Next action` is "confirm with James" or blocked on external input.

3. Determine task type and proceed accordingly:
   - **Greenfield** (new plan, new feature direction, new project direction): Plan only → auto red-team → send package (plan + critique + numbered open questions) to James via Slack (`slack-infrastructure`). Do NOT start implementation.
   - **Continuation** (`autonomous-ok` guard, clear next action): Implement directly. Report outcome to James after.
   - **review-required** (TradingBot25, qip-qien): Produce change + summary, send to James via Slack (`slack-infrastructure`) for merge approval.

4. Planning always uses Claude Sonnet regardless of `implementationModel`. Implementation uses whatever `implementationModel` says.

5. After completing work:
   - Update the project card's `Next action` and append a dated line to its `Notes`.
   - Update the `Last activity` date in `BOARD.md`.
   - Send James a brief 2–3 line outcome note to `slack-infrastructure`. Use Central Time (America/Chicago) for any timestamps — never UTC.
   - Log the run to `/workspace/agent/autopilot-run-log.jsonl` — one JSON line: `{ timestamp, tier, burnable_pct, project, task_type, model_used, outcome, notes }`.

6. **Schedule the next reset-wake**: After completing work, call `mcp__nanoclaw__schedule_task` with:
   - `processAfter`: the `next_reset_at` value from the trigger data (the exact window reset time)
   - `recurrence`: omit (one-shot)
   - `prompt`: "Portfolio Autopilot reset-wake: check quota and run one autopilot cycle. Read /workspace/agent/autopilot-config.json for context. Run node /workspace/agent/autopilot.mjs to see current state, then proceed as the autopilot prompt instructs."
   - `script`: `node /workspace/agent/autopilot-trigger.mjs 2>/dev/null`
   This ensures the next cycle starts exactly when the window resets, not up to 30 min later.

If no eligible project has a clear actionable next step, log it and send a brief note to `slack-infrastructure`: what's stalled and why. Use Central Time for any times mentioned.

Config at `/workspace/agent/autopilot-config.json` — thresholds and priorities live there.</task>


Let me write the running lock, then assess the board. I know the current state from this session - all P1/P2 primary actions are blocked on James. Let me think about what autonomous observations work remains in RoadSense now that I've closed two items today:

Closed this session:
- Score-inheritance regression (fa807e9)
- BDR legend Ridden row (a9542d7)

Still open in RoadSense observations.md:
- `user_roads` allows duplicate rows per road — schema-level uniqueness constraint
- Road ingest drops OSM tags (bridge, dam, waterfront, etc.)
- `natural_features` table missing a name column
- Loop seed selection lacks geographic bounds
- Some loop routes stored as MultiLineString with large internal gaps

Most of the remaining work needs DB access or schema migrations. Looking at other projects, StageHand is blocked on toolchain questions from James, nanoclaw is waiting on Studio deploy, AgenticLever has no confirmed goal, qip-qien needs merge sign-off, and congressional-trading is a P3 awaiting a threshold decision.

TradingBot25 is also P3 and needs review plus card confirmation. For RoadSense specifically, the loop seed selection algorithm might be fixable with pure code changes, the BDR legend issue is already resolved, and the MultiLineString gaps are a storage problem requiring DB work. I should check if nanoclaw or congressional-trading have any autonomous work available despite their blockers. The geographic filter for loop seeds would require deciding on a radius threshold, which probably needs James's input rather than being something I can autonomously implement. Let me explore what else might be genuinely autonomous — maybe there's something in the nanoclaw repo I could tackle while waiting for the deploy, or some operational work in AgenticLever like running the dry-run sync command to count locally saved leads. Let me implement the running lock and then evaluate whether there are any autonomous geobounding options for the RoadSense loop, otherwise I'll mark it as skip-locked for this cycle.


echo '{"started_at":"2026-07-21T19:00:00.000Z"}' > /workspace/agent/autopilot-running-lock.json && echo "lock written"

Write autopilot running lock


lock written


I need to assess what autonomous work remains. I know from this session:
- RoadSense: fixed score-inheritance (fa807e9) and BDR legend (a9542d7) today. Open observations remaining: user_roads duplicates, OSM tags drop, natural_features name column, loop seed unbounded, MultiLineString gaps.
- AgenticLever: all observations closed
- StageHand/nanoclaw/qip-qien: blocked on James

The "loop seed selection not geographically bounded" is an interesting option. Let me read the pipeline code to understand the fix.
Let me check the nanoclaw repo to see if there's an open observation or backlog item I can tackle.


Let me check what open observations remain across all autonomous-ok projects before deciding on work.


cat /workspace/extra/projects/RoadSense/docs/observations.md | head -20

Check remaining open RoadSense observations


# Observations & Punch List

Outstanding issues noticed while working — not necessarily bugs, but things worth fixing.

## Open

- [ ] `user_roads` allows duplicate rows per road — API joins must collapse explicitly; needs a schema-level uniqueness constraint.
- [ ] Road ingest drops OSM tags (bridge, dam, waterfront, natural=water proximity) — forces surface/scenery heuristics to use length + curvature proxies instead of direct tag data.
- [ ] `natural_features` table has no name column — lake/reservoir identity can only be inferred spatially, not by name.
- [ ] Loop seed selection is not geographically bounded — seeds from all roads in the DB, so loops in areas far from the home region (e.g. Lockhart/Gonzales, ~70km from Cedar Park) can appear in the Loops tab alongside Hill Country routes.
- [ ] Some loop routes are stored as MultiLineString with large internal gaps — road endpoints don't share exact coordinates, so `ST_LineMerge` keeps them as separate sub-linestrings. Gaps ≤35m are already bridged in the graph; gaps up to 260m are handled by `augmentEndpointGaps` but the geometry still shows breaks.

## Addressed

- [x] BDR view legend "Ridden" row — `roads-ridden-overlay` is only visible in Roads view (line 1712 in Map.tsx gates it on `showRoads`); BDR view uses its own `bdr-*` layers with no ridden visual. Removed the stale row from the BDR legend block (2026-07-21).
- [x] **Score-inheritance regression** — `suppressUnsupportedShortSegments()` was using road_connections graph-adjacency (35m) to veto segments that inherited scores via name-adjacency (100m), causing correctly boosted segments (e.g. Reed Parks Road) to get suppressed right after inheritance. Fix (2026-07-21): added `AND (rs.algo_version IS NULL OR rs.algo_version NOT LIKE '%+inherited%')` to the `support` CTE WHERE clause in `pipeline/score.ts` — inherited segments now bypass suppression entirely. Tests (score-inheritance.test.ts, short-island-calibration.test.ts) are DB-dependent and will pass when run against live DB on Mac Studio.
- [x] Lint warnings in `pipeline/import-gpx.ts` and `pipeline/ingest-connectors.ts` (unused imports) removed via `local-code.sh` (gate: `eslint --max-warnings 0`); one stray whitespace regression the local model introduced was caught on diff review and hand-fixed before commit — 2026-07-15.
- [x] `Map.tsx` vestigial `ridden` feature-state removed — no paint expression ever consumed `["feature-state", "ridden"]` (verified via grep before removing); the ridden overlay is driven entirely by `riddenIdsRef` filters. Removed the `roadFeatureIdsRef` id-map (its only purpose was feeding the dead `setFeatureState` calls) along with both write sites. File is 2300+ lines so this was done directly rather than via local-code.sh's whole-file regeneration (too large/risky for that path). Verified via `tsc --noEmit` + `eslint` + `vitest run` (same 14 pre-existing DB-dependent failures before and after — see the score-inheritance item above); no live browser check was run despite AGENTS.md's Mapbox-styling verification note, since this removes dead writes only (no paint expression touched) — recommend a quick visual smoke-check of the Roads/BDR ridden overlay before the next deploy — 2026-07-15.
- [x] LAN/mobile access no longer hardcodes the Mac's current LAN IP — `index.html` derives the host from the page URL and targets port `3001`.
- [x] Browser-render validation is scripted — `pnpm validate:render -- <url>` checks hydrated UI text and rejects Next's global error page.


find /workspace/extra/projects/nanoclaw -name "observations.md" 2>/dev/null | head -3; find /workspace/extra/projects/stagehand -name "observations.md" 2>/dev/null | head -3

Find observations files in nanoclaw and stagehand


1	# Observations
2
3	## Open
4
5	- `gemini-openai-claude` provider: `push()`/`end()` only route to `activeClaudeQuery` — follow-up messages pushed while a REST rung (LM Studio/Codex) handled the turn are silently dropped. More prominent now that chat is LM Studio-first (Phase 0, docs/provider-routing-plan.md).
6	- One-off `SqliteError: attempt to write a readonly database` in the active delivery poll (2026-07-07 03:01, `dist/db/session-db.js getDueOutboundMessages`) — transient, deliveries recovered, cause unknown.
7	- Host tests fail under Homebrew `node` (26.x): `better-sqlite3` native module is compiled for the service's Node 22. Run `PATH=/opt/homebrew/opt/node@22/bin:$PATH pnpm test`.
8	- Antigravity rung (`AntigravityRestProvider`) expects an OpenAI-compatible HTTP server on port 8045 that has never existed on this machine — the rung has never worked. `agy` is a CLI (Go binary), not a server; a host-side bridge shelling to `agy --print` would make the rung real, but Antigravity's weekly quota was exhausted on 2026-07-07 (resets ~2026-07-14) so it wasn't built yet.
9	- `agy --print` exits 0 with EMPTY stdout when quota is exhausted (RESOURCE_EXHAUSTED only visible via `--log-file`) — any future bridge must treat empty output as failure, not success.
10	- Recurring `Killing container past absolute ceiling` (heartbeatAgeMs ≈ 30 min) for the main DM session several times a day — containers hang past the heartbeat ceiling; cause not yet investigated.
11
12	## Closed
13
14	- Claude Agent SDK terminal quota failures have appeared in two production shapes: a `result` with `is_error: true` (2026-07-07) and a synthetic `assistant` message with `error: "rate_limit"` / HTTP 429 (2026-07-08). The second shape caused `#stagehand` to receive the raw "out of extra usage" error instead of falling back. Fixed: `resultErrorText()` normalizes both shapes to terminal provider errors, and the fallback router also rejects a Claude stream that closes without a real result. Covered by the production-shaped test in `claude.test.ts` and the no-result/fallback cases in `gemini-openai-claude.test.ts`.
15	- `~/.config/nanoclaw/mount-allowlist.json` was missing the required `blockedPatterns` array, so ALL additional mounts (second-brain, projects, gemini-creds) were silently blocked. Fixed 2026-07-07 by adding `"blockedPatterns": []`.
16	- REST fallback rungs (LM Studio especially) silently dropped replies: local models answered with only `<internal>…</internal>` (no `<message to=…>` block), `dispatchResultText` discarded it as scratchpad, and the poll-loop nudge can't reach REST rungs (`push()` is Claude-only). Fixed 2026-07-07: the provider now retries once with a corrective instruction and, failing that, force-wraps the visible/internal text in a `<message>` block addressed to the prompt's last `from=` destination. Covered by `gemini-openai-claude.test.ts` tests 8–12; verified live against LM Studio + qwen.
17	- Containers could never use the Claude Pro subscription: OneCLI's gateway env ships `ANTHROPIC_API_KEY=placeholder` + HTTPS_PROXY and injects the vault's (depleted) API key on the wire. Fixed 2026-07-07: `resolveClaudeAuthEnv` in `container/agent-runner/src/providers/claude.ts` strips the API-key vars and NO_PROXYs `api.anthropic.com` when `CLAUDE_CODE_OAUTH_TOKEN` is set; host passes the token through in `src/providers/gemini-openai-claude.ts`. Token created and added to `.env` 2026-07-07 (valid 1 year); verified live — container session read a file and delivered a Telegram reply via claude-sonnet-4-6 on the subscription.
18
19	## Notes
20
21	- LM Studio (port 1234) is the last-resort provider rung; `LM_STUDIO_MODEL=qwen/qwen3.6-27b` set in `.env` 2026-07-07 (LM Studio JIT-loads on explicit model id; the default `local-model` name errors).
22	- The 2026-07-08 `#stagehand` failure was running `claude-sonnet-4-6` (the fallback provider's `sonnet` default), not Opus. Active routing is documented in `docs/provider-routing-plan.md`: tool work uses Claude → Codex → LM Studio; plain chat uses LM Studio → Claude → Codex. Antigravity remains deferred until its bridge and quota handling are implemented.
23

# Observations

## Open

- `gemini-openai-claude` provider: `push()`/`end()` only route to `activeClaudeQuery` — follow-up messages pushed while a REST rung (LM Studio/Codex) handled the turn are silently dropped. More prominent now that chat is LM Studio-first (Phase 0, docs/provider-routing-plan.md).
- One-off `SqliteError: attempt to write a readonly database` in the active delivery poll (2026-07-07 03:01, `dist/db/session-db.js getDueOutboundMessages`) — transient, deliveries recovered, cause unknown.
- Host tests fail under Homebrew `node` (26.x): `better-sqlite3` native module is compiled for the service's Node 22. Run `PATH=/opt/homebrew/opt/node@22/bin:$PATH pnpm test`.
- Antigravity rung (`AntigravityRestProvider`) expects an OpenAI-compatible HTTP server on port 8045 that has never existed on this machine — the rung has never worked. `agy` is a CLI (Go binary), not a server; a host-side bridge shelling to `agy --print` would make the rung real, but Antigravity's weekly quota was exhausted on 2026-07-07 (resets ~2026-07-14) so it wasn't built yet.
- `agy --print` exits 0 with EMPTY stdout when quota is exhausted (RESOURCE_EXHAUSTED only visible via `--log-file`) — any future bridge must treat empty output as failure, not success.
- Recurring `Killing container past absolute ceiling` (heartbeatAgeMs ≈ 30 min) for the main DM session several times a day — containers hang past the heartbeat ceiling; cause not yet investigated.

## Closed

- Claude Agent SDK terminal quota failures have appeared in two production shapes: a `result` with `is_error: true` (2026-07-07) and a synthetic `assistant` message with `error: "rate_limit"` / HTTP 429 (2026-07-08). The second shape caused `#stagehand` to receive the raw "out of extra usage" error instead of falling back. Fixed: `resultErrorText()` normalizes both shapes to terminal provider errors, and the fallback router also rejects a Claude stream that closes without a real result. Covered by the production-shaped test in `claude.test.ts` and the no-result/fallback cases in `gemini-openai-claude.test.ts`.
- `~/.config/nanoclaw/mount-allowlist.json` was missing the required `blockedPatterns` array, so ALL additional mounts (second-brain, projects, gemini-creds) were silently blocked. Fixed 2026-07-07 by adding `"blockedPatterns": []`.
- REST fallback rungs (LM Studio especially) silently dropped replies: local models answered with only `<internal>…</internal>` (no `<message to=…>` block), `dispatchResultText` discarded it as scratchpad, and the poll-loop nudge can't reach REST rungs (`push()` is Claude-only). Fixed 2026-07-07: the provider now retries once with a corrective instruction and, failing that, force-wraps the visible/internal text in a `<message>` block addressed to the prompt's last `from=` destination. Covered by `gemini-openai-claude.test.ts` tests 8–12; verified live against LM Studio + qwen.
- Containers could never use the Claude Pro subscription: OneCLI's gateway env ships `ANTHROPIC_API_KEY=placeholder` + HTTPS_PROXY and injects the vault's (depleted) API key on the wire. Fixed 2026-07-07: `resolveClaudeAuthEnv` in `container/agent-runner/src/providers/claude.ts` strips the API-key vars and NO_PROXYs `api.anthropic.com` when `CLAUDE_CODE_OAUTH_TOKEN` is set; host passes the token through in `src/providers/gemini-openai-claude.ts`. Token created and added to `.env` 2026-07-07 (valid 1 year); verified live — container session read a file and delivered a Telegram reply via claude-sonnet-4-6 on the subscription.

## Notes

- LM Studio (port 1234) is the last-resort provider rung; `LM_STUDIO_MODEL=qwen/qwen3.6-27b` set in `.env` 2026-07-07 (LM Studio JIT-loads on explicit model id; the default `local-model` name errors).
- The 2026-07-08 `#stagehand` failure was running `claude-sonnet-4-6` (the fallback provider's `sonnet` default), not Opus. Active routing is documented in `docs/provider-routing-plan.md`: tool work uses Claude → Codex → LM Studio; plain chat uses LM Studio → Claude → Codex. Antigravity remains deferred until its bridge and quota handling are implemented.


Looking at nanoclaw's open observations:
1. `gemini-openai-claude` provider push()/end() issue — this is the push() bug that was FIXED in d4ef752. But the observation hasn't been updated to closed. Actually, wait — looking at the observation: "push()/end() only route to `activeClaudeQuery` — follow-up messages pushed while a REST rung handled the turn are silently dropped." This was fixed in d4ef752. But the observation is still open. I should close it.

Wait, but the push() fix was committed as d4ef752 and is awaiting Studio deploy.

The fix is already in the codebase even though it hasn't shipped yet, so I can mark that observation as resolved. The other items are mostly known limitations or transient issues — the SqliteError is a one-off mystery, the Homebrew node tests are a documented constraint, antigravity was deferred, the quota exhaustion case is noted for later, and the container hanging issue is recurring but not immediately actionable. The main thing I should do is close out that push() observation since the fix exists.

But I'm wondering if there's something more impactful I could tackle. The loop seed selection issue is interesting — right now seeds come from anywhere in the database, so you get loops appearing from places like Lockhart or Gonzales that are 70 kilometers away from Cedar Park, mixed in with the Hill Country routes. I could add a geographic filter to constrain seeds to a reasonable distance from the home region using the Cedar Park coordinates. Let me see if I can implement that without needing database changes. reasonable default might be 60-80km from the Cedar Park area centroid, but without James confirming the bounding parameters, picking a specific radius feels like a judgment call that could unintentionally break the intended results. Let me close out the nanoclaw push() observation since it was already fixed but the observation wasn't updated, then assess what other autonomous work is actually impactful. Looking at stagehand, the remaining items need external input like real estate agent videos and ElevenLabs PVC support, so the most meaningful autonomous work left is the RoadSense loop geobounding fix — though it still hinges on that radius decision.

For the geobounding, I'm thinking through whether Cedar Park's coordinates around 30.514°N, 97.831°W with a 65km radius would exclude the distant Lockhart/Gonzales area while keeping the nearby Hill Country roads. I should check if RoadSense has a config file that already specifies the home region coordinates rather than hardcoding a new radius.


Let me check the nanoclaw push() observation status and RoadSense loop config before deciding on work.


grep -n "center\|cedar_park\|cedar park\|lat\|lon\|home_region\|region\|bounds\|bbox" /workspace/extra/projects/RoadSense/pipeline/routes.ts 2>/dev/null | head -20

Find geographic config in RoadSense routes pipeline


11:const MAX_ROUTE_MILES   = 340;  // aspirational touring loops can run long
17:const DEDUP_OVERLAP     = 0.93; // suppress near-identical routes, but allow regional alternatives
21:const BEAM_CLOSURE_MAX_MILES = 60; // cap beam-loop BFS closure legs — prevents long detours
43:  centerLat: number;
44:  centerLon: number;
76:  const latArg = process.argv.find((arg) => arg.startsWith("--center-lat="));
77:  const lonArg = process.argv.find((arg) => arg.startsWith("--center-lon="));
81:  if (!latArg && !lonArg && !radiusArg && !bufferArg) return null;
82:  if (!latArg || !lonArg || !radiusArg) {
83:    throw new Error("Area filter requires --center-lat=, --center-lon=, and --radius-miles=");
86:  const centerLat = Number(latArg.split("=", 2)[1]);
87:  const centerLon = Number(lonArg.split("=", 2)[1]);
91:  if (![centerLat, centerLon, radiusMiles, bufferMiles].every(Number.isFinite)) {
95:  return { centerLat, centerLon, radiusMiles, bufferMiles };
108:// persistent index. Instead: load all endpoints, bucket by lat/lon grid cell,
115:          ST_Y(ST_StartPoint(geom)) AS s_lat, ST_X(ST_StartPoint(geom)) AS s_lon,
116:          ST_Y(ST_EndPoint(geom))   AS e_lat, ST_X(ST_EndPoint(geom))   AS e_lon
120:          ST_SetSRID(ST_MakePoint(${area.centerLon}, ${area.centerLat}), 4326)::geography,
126:          ST_Y(ST_StartPoint(geom)) AS s_lat, ST_X(ST_StartPoint(geom)) AS s_lon,
127:          ST_Y(ST_EndPoint(geom))   AS e_lat, ST_X(ST_EndPoint(geom))   AS e_lon


55	  highwayClass: string;
56	  compositeScore: number;
57	  curvatureScore: number;
58	  sceneryScore: number;
59	  lengthMiles: number;
60	  startLat: number; startLon: number;
61	  endLat: number;   endLon: number;
62	  centroidLat: number; centroidLon: number;
63	  sourceTags: string[];
64	}
65
66	interface Edge {
67	  toRoadId: string;
68	  myExit: Ep;     // which endpoint of the FROM road we leave from
69	  theirEntry: Ep; // which endpoint of the TO road we arrive at
70	}
71
72	// adjacency: roadId → edges from each exit endpoint
73	type Graph = Map<string, { road: RoadNode; edges: Edge[] }>;
74
75	function parseAreaFilter(): AreaFilter | null {
76	  const latArg = process.argv.find((arg) => arg.startsWith("--center-lat="));
77	  const lonArg = process.argv.find((arg) => arg.startsWith("--center-lon="));
78	  const radiusArg = process.argv.find((arg) => arg.startsWith("--radius-miles="));
79	  const bufferArg = process.argv.find((arg) => arg.startsWith("--buffer-miles="));
80
81	  if (!latArg && !lonArg && !radiusArg && !bufferArg) return null;
82	  if (!latArg || !lonArg || !radiusArg) {
83	    throw new Error("Area filter requires --center-lat=, --center-lon=, and --radius-miles=");
84	  }
85
86	  const centerLat = Number(latArg.split("=", 2)[1]);
87	  const centerLon = Number(lonArg.split("=", 2)[1]);
88	  const radiusMiles = Number(radiusArg.split("=", 2)[1]);
89	  const bufferMiles = bufferArg ? Number(bufferArg.split("=", 2)[1]) : 1.5;
90
91	  if (![centerLat, centerLon, radiusMiles, bufferMiles].every(Number.isFinite)) {
92	    throw new Error("Area filter arguments must be numeric");
93	  }
94
95	  return { centerLat, centerLon, radiusMiles, bufferMiles };
96	}
97
98	function areaRadiusMeters(area: AreaFilter): number {
99	  return (area.radiusMiles + area.bufferMiles) * 1609.34;
100	}
101
102	function seedRadiusMeters(area: AreaFilter): number {
103	  return area.radiusMiles * 1609.34;
104	}
105
106	// ─── step 1: build connections in Node.js via grid-bucket matching ──────────
107	// Doing the spatial join in the DB on 15k+ endpoints becomes slow without a
108	// persistent index. Instead: load all endpoints, bucket by lat/lon grid cell,
109	// then compare only within each cell + its 8 neighbors. O(N) with tiny constant.
110	async function buildConnections(area?: AreaFilter) {
111	  console.log("Building road connection graph...");
112	  const rows = area
113	    ? await client`
114	        SELECT id,
115	          ST_Y(ST_StartPoint(geom)) AS s_lat, ST_X(ST_StartPoint(geom)) AS s_lon,
116	          ST_Y(ST_EndPoint(geom))   AS e_lat, ST_X(ST_EndPoint(geom))   AS e_lon
117	        FROM roads
118	        WHERE ST_DWithin(
119	          geom::geography,
120	          ST_SetSRID(ST_MakePoint(${area.centerLon}, ${area.centerLat}), 4326)::geography,
121	          ${areaRadiusMeters(area)}
122	        )
123	      `
124	    : await client`
125	        SELECT id,
126	          ST_Y(ST_StartPoint(geom)) AS s_lat, ST_X(ST_StartPoint(geom)) AS s_lon,
127	          ST_Y(ST_EndPoint(geom))   AS e_lat, ST_X(ST_EndPoint(geom))   AS e_lon
128	        FROM roads
129	      `;
130
131	  // Build endpoint list: [roadId, ep, lat, lon]
132	  const eps: Array<[string, Ep, number, number]> = [];
133	  for (const r of rows) {
134	    eps.push([r.id as string, "start", Number(r.s_lat), Number(r.s_lon)]);

  highwayClass: string;
  compositeScore: number;
  curvatureScore: number;
  sceneryScore: number;
  lengthMiles: number;
  startLat: number; startLon: number;
  endLat: number;   endLon: number;
  centroidLat: number; centroidLon: number;
  sourceTags: string[];
}

interface Edge {
  toRoadId: string;
  myExit: Ep;     // which endpoint of the FROM road we leave from
  theirEntry: Ep; // which endpoint of the TO road we arrive at
}

// adjacency: roadId → edges from each exit endpoint
type Graph = Map<string, { road: RoadNode; edges: Edge[] }>;

function parseAreaFilter(): AreaFilter | null {
  const latArg = process.argv.find((arg) => arg.startsWith("--center-lat="));
  const lonArg = process.argv.find((arg) => arg.startsWith("--center-lon="));
  const radiusArg = process.argv.find((arg) => arg.startsWith("--radius-miles="));
  const bufferArg = process.argv.find((arg) => arg.startsWith("--buffer-miles="));

  if (!latArg && !lonArg && !radiusArg && !bufferArg) return null;
  if (!latArg || !lonArg || !radiusArg) {
    throw new Error("Area filter requires --center-lat=, --center-lon=, and --radius-miles=");
  }

  const centerLat = Number(latArg.split("=", 2)[1]);
  const centerLon = Number(lonArg.split("=", 2)[1]);
  const radiusMiles = Number(radiusArg.split("=", 2)[1]);
  const bufferMiles = bufferArg ? Number(bufferArg.split("=", 2)[1]) : 1.5;

  if (![centerLat, centerLon, radiusMiles, bufferMiles].every(Number.isFinite)) {
    throw new Error("Area filter arguments must be numeric");
  }

  return { centerLat, centerLon, radiusMiles, bufferMiles };
}

function areaRadiusMeters(area: AreaFilter): number {
  return (area.radiusMiles + area.bufferMiles) * 1609.34;
}

function seedRadiusMeters(area: AreaFilter): number {
  return area.radiusMiles * 1609.34;
}

// ─── step 1: build connections in Node.js via grid-bucket matching ──────────
// Doing the spatial join in the DB on 15k+ endpoints becomes slow without a
// persistent index. Instead: load all endpoints, bucket by lat/lon grid cell,
// then compare only within each cell + its 8 neighbors. O(N) with tiny constant.
async function buildConnections(area?: AreaFilter) {
  console.log("Building road connection graph...");
  const rows = area
    ? await client`
        SELECT id,
          ST_Y(ST_StartPoint(geom)) AS s_lat, ST_X(ST_StartPoint(geom)) AS s_lon,
          ST_Y(ST_EndPoint(geom))   AS e_lat, ST_X(ST_EndPoint(geom))   AS e_lon
        FROM roads
        WHERE ST_DWithin(
          geom::geography,
          ST_SetSRID(ST_MakePoint(${area.centerLon}, ${area.centerLat}), 4326)::geography,
          ${areaRadiusMeters(area)}
        )
      `
    : await client`
        SELECT id,
          ST_Y(ST_StartPoint(geom)) AS s_lat, ST_X(ST_StartPoint(geom)) AS s_lon,
          ST_Y(ST_EndPoint(geom))   AS e_lat, ST_X(ST_EndPoint(geom))   AS e_lon
        FROM roads
      `;

  // Build endpoint list: [roadId, ep, lat, lon]
  const eps: Array<[string, Ep, number, number]> = [];
  for (const r of rows) {
    eps.push([r.id as string, "start", Number(r.s_lat), Number(r.s_lon)]);


grep -n "seedRoads\|seed\|selectSeeds\|seed_road\|startRoad" /workspace/extra/projects/RoadSense/pipeline/routes.ts | head -30

Find seed selection logic in routes.ts


14:const LOOP_GEOMETRY_CLOSE_M = 500; // actual loop geometry must return to the seed start
22:const BEAM_CLOSURE_GEO_RADIUS_M = 30000; // BFS closure roads must stay within 30km of seed
102:function seedRadiusMeters(area: AreaFilter): number {
504:// BFS from currentRoadId/currentExit back toward seedStart, using any road in the
510:  seedRoadId: string,
511:  seedStartEntry: Ep,
512:  seedStartLat: number,
513:  seedStartLon: number,
518:  maxGeoRadiusM?: number   // if set, reject BFS roads whose centroid exceeds this from seed
524:  if (distM(curLat, curLon, seedStartLat, seedStartLon) > LOOP_RETURN_LIMIT_KM * 1000) return null;
543:      if (edge.toRoadId === seedRoadId && edge.theirEntry === seedStartEntry) {
544:        return { path, entries }; // perfect closure — direct graph edge back to seed road
550:      // Geographic guard: don't let the closure BFS wander far from the seed area.
553:        const centroidDist = distM(next.road.centroidLat, next.road.centroidLon, seedStartLat, seedStartLon);
573:function buildRoute(seedId: string, seedExit: Ep, graph: Graph): Route | null {
574:  const seedNode = graph.get(seedId);
575:  if (!seedNode) return null;
577:  const path: string[] = [seedId];
578:  const roadReversed: boolean[] = [oppositeEp(seedExit) === "end"];
579:  const visited = new Set<string>([seedId]);
580:  let totalMiles = seedNode.road.lengthMiles;
581:  let scoreSum = seedNode.road.compositeScore;
584:  let currentRoadId = seedId;
585:  let currentExit: Ep = seedExit;
588:  // Remember the "back" endpoint of the seed to classify loops at the end
589:  const [seedStartLat, seedStartLon] = endpointCoords(seedNode.road, oppositeEp(seedExit));
590:  const seedStartEntry = oppositeEp(seedExit);
612:        return distM(lat, lon, seedStartLat, seedStartLon) <= LOOP_CLOSE_M;
630:        currentRoadId, currentExit, seedId, seedStartEntry, seedStartLat, seedStartLon, totalMiles, visited, graph
635:          const prevNode = graph.get(path[path.length - 1] ?? seedId)!;


grep -n "seedRoads\|seeds\b\|candidateSeeds\|SELECT.*seed\|filteredRoads\|allRoads\|async function.*main\|function main\|await main\|candidateIds" /workspace/extra/projects/RoadSense/pipeline/routes.ts | head -30

Find main loop and seed selection in routes.ts


1058:// ─── step 4: generate routes from seeds ─────────────────────────────────────
1071:  const allRoads = [...graph.values()].map((n) => n.road);
1072:  const nonConnectors = allRoads.filter((r) => !isConnector(r));
1096:  const seeds = area
1105:  console.log(`  Seeds: ${seeds.length} (${bdrRoads.length} BDR, ${topRoads.length} top, ${midRoads.length} mid, ${tailRoads.length} tail, ${ideaRoads.length} idea).`);
1107:  for (let si = 0; si < seeds.length; si++) {
1108:    const seed = seeds[si];
1133:    const shouldReport = (si + 1) % 10 === 0 || si + 1 === seeds.length;
1136:      const pct = Math.round(((si + 1) / seeds.length) * 100);
1138:      const remainS = Math.round((seeds.length - si - 1) / ratePerS);
1141:      const eta = si + 1 < seeds.length ? ` ETA ${mm}:${ss}` : "";
1143:        `\r  Seeding ${si + 1}/${seeds.length} (${pct}%) — ${loopCandidates} loops, ${rideCandidates} rides${eta}  `
1270:async function main() {


1058	// ─── step 4: generate routes from seeds ─────────────────────────────────────
1059	function overlap(a: string[], b: string[]): number {
1060	  const setB = new Set(b);
1061	  return a.filter((id) => setB.has(id)).length / Math.min(a.length, b.length);
1062	}
1063
1064	function routeClusterKey(route: Route): string {
1065	  return `${Math.floor(route.centerLat / LOOP_CLUSTER_DEG)},${Math.floor(route.centerLon / LOOP_CLUSTER_DEG)}`;
1066	}
1067
1068	function generateRoutes(graph: Graph, area?: AreaFilter): Route[] {
1069	  // Seeds: BDR-tagged roads first, then broadening score bands. Loops are meant
1070	  // to suggest ideas, so include middling but connected roads as launch points.
1071	  const allRoads = [...graph.values()].map((n) => n.road);
1072	  const nonConnectors = allRoads.filter((r) => !isConnector(r));
1073
1074	  const bdrRoads = nonConnectors
1075	    .filter((r) => hasSourceTag(r, "bdr"))
1076	    .sort((a, b) => b.compositeScore - a.compositeScore);
1077	  const topRoads = nonConnectors
1078	    .filter((r) => r.compositeScore >= 55 && !hasSourceTag(r, "bdr"))
1079	    .sort((a, b) => b.compositeScore - a.compositeScore);
1080	  const midRoads = nonConnectors
1081	    .filter((r) => r.compositeScore >= 48 && r.compositeScore < 55 && !hasSourceTag(r, "bdr"))
1082	    .sort((a, b) => b.compositeScore - a.compositeScore);
1083	  const tailRoads = nonConnectors
1084	    .filter((r) => r.compositeScore >= 40 && r.compositeScore < 48 && !hasSourceTag(r, "bdr"))
1085	    .sort((a, b) => b.compositeScore - a.compositeScore);
1086	  const ideaRoads = nonConnectors
1087	    .filter((r) => r.compositeScore >= 32 && r.compositeScore < 40 && !hasSourceTag(r, "bdr"))
1088	    .sort((a, b) => {
1089	      const aInteresting = Number(rIsNamed(a)) + Number(a.lengthMiles >= 2.5);
1090	      const bInteresting = Number(rIsNamed(b)) + Number(b.lengthMiles >= 2.5);
1091	      return bInteresting - aInteresting || b.compositeScore - a.compositeScore;
1092	    })
1093	    .slice(0, 900);
1094
1095	  const allSeeds = [...bdrRoads, ...topRoads, ...midRoads, ...tailRoads, ...ideaRoads];
1096	  const seeds = area
1097	    ? allSeeds.filter((r) => distM(r.centroidLat, r.centroidLon, area.centerLat, area.centerLon) <= seedRadiusMeters(area))
1098	    : allSeeds;
1099	  const candidates: Route[] = [];
1100	  const candidateKeys = new Set<string>();
1101	  let loopCandidates = 0;
1102	  let rideCandidates = 0;
1103	  const genStart = Date.now();
1104
1105	  console.log(`  Seeds: ${seeds.length} (${bdrRoads.length} BDR, ${topRoads.length} top, ${midRoads.length} mid, ${tailRoads.length} tail, ${ideaRoads.length} idea).`);
1106
1107	  for (let si = 0; si < seeds.length; si++) {
1108	    const seed = seeds[si];
1109	    // Try both exit directions from the seed
1110	    for (const exitEp of ["start", "end"] as Ep[]) {
1111	      for (const loop of buildLoopRoutes(seed.id, exitEp, graph)) {
1112	        const key = [...loop.roadIds].sort().join("|");

// ─── step 4: generate routes from seeds ─────────────────────────────────────
function overlap(a: string[], b: string[]): number {
  const setB = new Set(b);
  return a.filter((id) => setB.has(id)).length / Math.min(a.length, b.length);
}

function routeClusterKey(route: Route): string {
  return `${Math.floor(route.centerLat / LOOP_CLUSTER_DEG)},${Math.floor(route.centerLon / LOOP_CLUSTER_DEG)}`;
}

function generateRoutes(graph: Graph, area?: AreaFilter): Route[] {
  // Seeds: BDR-tagged roads first, then broadening score bands. Loops are meant
  // to suggest ideas, so include middling but connected roads as launch points.
  const allRoads = [...graph.values()].map((n) => n.road);
  const nonConnectors = allRoads.filter((r) => !isConnector(r));

  const bdrRoads = nonConnectors
    .filter((r) => hasSourceTag(r, "bdr"))
    .sort((a, b) => b.compositeScore - a.compositeScore);
  const topRoads = nonConnectors
    .filter((r) => r.compositeScore >= 55 && !hasSourceTag(r, "bdr"))
    .sort((a, b) => b.compositeScore - a.compositeScore);
  const midRoads = nonConnectors
    .filter((r) => r.compositeScore >= 48 && r.compositeScore < 55 && !hasSourceTag(r, "bdr"))
    .sort((a, b) => b.compositeScore - a.compositeScore);
  const tailRoads = nonConnectors
    .filter((r) => r.compositeScore >= 40 && r.compositeScore < 48 && !hasSourceTag(r, "bdr"))
    .sort((a, b) => b.compositeScore - a.compositeScore);
  const ideaRoads = nonConnectors
    .filter((r) => r.compositeScore >= 32 && r.compositeScore < 40 && !hasSourceTag(r, "bdr"))
    .sort((a, b) => {
      const aInteresting = Number(rIsNamed(a)) + Number(a.lengthMiles >= 2.5);
      const bInteresting = Number(rIsNamed(b)) + Number(b.lengthMiles >= 2.5);
      return bInteresting - aInteresting || b.compositeScore - a.compositeScore;
    })
    .slice(0, 900);

  const allSeeds = [...bdrRoads, ...topRoads, ...midRoads, ...tailRoads, ...ideaRoads];
  const seeds = area
    ? allSeeds.filter((r) => distM(r.centroidLat, r.centroidLon, area.centerLat, area.centerLon) <= seedRadiusMeters(area))
    : allSeeds;
  const candidates: Route[] = [];
  const candidateKeys = new Set<string>();
  let loopCandidates = 0;
  let rideCandidates = 0;
  const genStart = Date.now();

  console.log(`  Seeds: ${seeds.length} (${bdrRoads.length} BDR, ${topRoads.length} top, ${midRoads.length} mid, ${tailRoads.length} tail, ${ideaRoads.length} idea).`);

  for (let si = 0; si < seeds.length; si++) {
    const seed = seeds[si];
    // Try both exit directions from the seed
    for (const exitEp of ["start", "end"] as Ep[]) {
      for (const loop of buildLoopRoutes(seed.id, exitEp, graph)) {
        const key = [...loop.roadIds].sort().join("|");


Now I understand the seed filtering. The `generateRoutes` function already has geographic bounding support via `area` parameter (lines 1096-1098). When `area` is provided, it filters seeds by `distM(centroidLat, centroidLon, centerLat, centerLon) <= seedRadiusMeters(area)`.

So the loop seed geographic bounding is ALREADY IMPLEMENTED in the code — it just needs to be passed the area filter when generating routes. The issue must be in how `generateRoutes` is called from `main()`.

Let me look at the main function to see if and how area filter is passed to generateRoutes.