chore: add real content that was sitting untracked
Surfaced by today's untracked-files audit. None of these are accidents —
multiple are referenced by name in CLAUDE.md and memory files but were
never added.
Categories:
- docs/PHASE_AUDIT_GUIDE.md (106 LOC) — Claude Code phase audit guidance
- ops/systemd/lakehouse-langfuse-bridge.service — Langfuse bridge unit
- package.json — top-level npm manifest
- scripts/e2e_pipeline_check.sh + production_smoke.sh — real test scripts
- reports/kimi/audit-last-week*.md — the "Two reports live" CLAUDE.md cites
- tests/multi-agent/scenarios/ — 44 staffing scenarios (cutover decision A)
- tests/multi-agent/playbooks/ — 102 playbook records
- tests/battery/, tests/agent_test/PRD.md, tests/real-world/* — real tests
- sidecar/sidecar/{lab_ui,pipeline_lab}.py — 888 LOC dev-only UIs that
remain in service post-sidecar-drop (commit ba928b1 explicitly kept them)
Sensitivity check: scenarios use synthetic company names ("Heritage Foods",
"Cornerstone Fabrication"); audit reports describe code findings only;
no PII or secrets surfaced.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
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{"after_event":"14:00","event_kind":"expansion","ok":true,"model":"gpt-oss:20b","duration_secs":11.179,"risk":"JSON parse failure risk","hint":"Check executor output formatting; ensure JSON array closed properly; validate before sending to planner."}
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{"after_event":"17:00","event_kind":"misplacement","ok":true,"model":"gpt-oss:20b","duration_secs":13.014,"risk":"Shipping Clerk drift risk","hint":"Verify Shipping Clerk tool calibration in Flint before deployment to avoid drift."}
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# Client emails — Pioneer Assembly, 2026-04-27
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# Cross-day lesson — Pioneer Assembly, 2026-04-27
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_Generated by `gpt-oss:20b` in 4.4s. Based on 5 events + 2 mid-day checkpoints._
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**
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Before launching any shift, run a quick schema validation on the executor’s output to ensure the JSON array is properly closed and matches the planner’s expected format. Pre‑fetch and cache the candidate pool for each role so the planner has available candidates (avoiding zero turns). Finally, verify tool calibration—especially for roles like Shipping Clerk—in the target location before deployment to prevent drift.
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[]
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# Scenario retrospective — Pioneer Assembly, 2026-04-27
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Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:20b`
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Prior lessons loaded into executor context: **0** (baseline — no prior T3 history)
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## Events
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| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
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|---|---|---|---|---|---|---|---|---|
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| 13:30 | baseline_fill | CNC Operator × 2 | - | ✗ 0 | 0 | 26.0 | 0 | 1 |
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| 11:30 | recurring | Loader × 1 | - | ✗ 0 | 0 | 16.6 | 0 | 1 |
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| 14:00 | expansion | Welder × 3 | - | ✗ 0 | 0 | 26.8 | 0 | 1 |
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| 12:30 | emergency | Machine Operator × 2 | - | ✗ 0 | 0 | 24.6 | 0 | 1 |
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| 17:00 | misplacement | Shipping Clerk × 1 | - | ✗ 0 | 0 | 16.1 | 0 | 1 |
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## Final roster
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| Worker | Booked | Role | City, ST | Status |
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|---|---|---|---|---|
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## Gap signals
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### drift_or_tool
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- **13:30** — aborted — 3 consecutive drift flags
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- **11:30** — aborted — 3 consecutive drift flags
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- **14:00** — invalid JSON from executor: JSON Parse error: Expected ']' | raw: {"kind":"plan","steps":["Verify if any Welders in Flint, MI exist in the database using a raw SQL query to check the role, city, and state columns.","If no matches found, broaden the search by removing the city/state filter to find available Welders anywhere, then verify their locations.","Select th
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- **12:30** — aborted — 3 consecutive drift flags
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- **17:00** — aborted — 3 consecutive drift flags
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### write_through_audit
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- _post-run_ — playbook_memory has 1533 entries (ran 5 events, expected ≥ 0 new entries from this run)
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## Workers touched across the week
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0 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.
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| Worker ID | Name | Events | Outcome |
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|---|---|---|---|
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## Discovered patterns (meta-index)
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What the system identified across semantically-similar past fills as each event ran:
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- **13:30 baseline_fill** (CNC Operator): —
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- **11:30 recurring** (Loader): —
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- **14:00 expansion** (Welder): —
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- **12:30 emergency** (Machine Operator): —
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- **17:00 misplacement** (Shipping Clerk): —
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## Narrative
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- 0/5 events reached consensus.
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- Final roster: 0 bookings across 0 distinct workers.
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- Workers touched (booked, failed, or otherwise decided): 0.
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- Playbook citations across the day: 0 (proof the feedback loop fired across events).
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- Dropped events: 13:30 baseline_fill, 11:30 recurring, 14:00 expansion, 12:30 emergency, 17:00 misplacement.
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[
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{
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"event": {
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"kind": "baseline_fill",
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"at": "13:30",
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"role": "CNC Operator",
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"count": 2,
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"city": "Flint",
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"state": "MI",
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"shift_start": "13:30 AM"
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 26.024,
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"error": "aborted — 3 consecutive drift flags",
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"gap_signals": [
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"drift_or_tool: aborted — 3 consecutive drift flags"
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]
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},
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{
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"event": {
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"kind": "recurring",
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"at": "11:30",
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"role": "Loader",
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"count": 1,
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"city": "Flint",
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"state": "MI",
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"shift_start": "11:30 AM"
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 16.564,
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"error": "aborted — 3 consecutive drift flags",
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"gap_signals": [
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"drift_or_tool: aborted — 3 consecutive drift flags"
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]
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},
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{
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"event": {
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"kind": "expansion",
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"at": "14:00",
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"role": "Welder",
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"count": 3,
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"city": "Flint",
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"state": "MI",
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"shift_start": "14:00 AM"
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 26.768,
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"error": "invalid JSON from executor: JSON Parse error: Expected ']' | raw: {\"kind\":\"plan\",\"steps\":[\"Verify if any Welders in Flint, MI exist in the database using a raw SQL query to check the role, city, and state columns.\",\"If no matches found, broaden the search by removing the city/state filter to find available Welders anywhere, then verify their locations.\",\"Select th",
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"gap_signals": [
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"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected ']' | raw: {\"kind\":\"plan\",\"steps\":[\"Verify if any Welders in Flint, MI exist in the database using a raw SQL query to check the role, city, and state columns.\",\"If no matches found, broaden the search by removing the city/state filter to find available Welders anywhere, then verify their locations.\",\"Select th"
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]
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},
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{
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"event": {
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"kind": "emergency",
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"at": "12:30",
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"role": "Machine Operator",
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"count": 2,
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"city": "Flint",
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"state": "MI",
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"shift_start": "12:30 AM"
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 24.642,
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"error": "aborted — 3 consecutive drift flags",
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"gap_signals": [
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"drift_or_tool: aborted — 3 consecutive drift flags"
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]
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},
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{
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"event": {
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"kind": "misplacement",
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"at": "17:00",
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"role": "Shipping Clerk",
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"count": 1,
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"city": "Flint",
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"state": "MI",
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"shift_start": "17:00 AM",
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"replaces_event": "13:30"
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 16.077,
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"error": "aborted — 3 consecutive drift flags",
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"gap_signals": [
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"drift_or_tool: aborted — 3 consecutive drift flags"
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]
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}
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]
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[]
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# SMS drafts — Pioneer Assembly, 2026-04-27
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