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brain-of-reese/AGENTS.md
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phase: 162_search_recall_small_sources
**Phase 162 — final verification pass (all tasks already complete; verified + docs pass)**

- Verified: `_fold` (NFKD+casefold, stdlib) inside `_normalize_name` — `BESTÅ`→`besta` question side, `BÅsta.md`→`basta` path side; A2 match classes/ranking/caps/bonus untouched; FTS/cosine/A8 untouched.
- Verified: `grep_document` folds both sides via the imported `_fold` (no second copy); regex-teaching lines byte-identical; 3 copy sites updated.
- Verified: `regenerate_overview` appends the deterministic `Sources: <name> (<k> doc|docs)` tail (happy path only; zero-doc + `LLMError` rows byte-identical; `build_overview_prompt`/`load_kb_overview`/`build_kb_section` untouched).
- Verified: `TOOLS_SECTION` grep sentence updated + D4 search-discipline sentence present **verbatim**, immediately after the grep sentence; `PERSONA`/LOW pins byte-identical (`test_prompt_lock.py`).
- Measured evidence (in `.agents/reports/162_…/task04_prefix_evidence_and_battery.md` + re-measured every run by `test_under_rank_is_measured_not_assumed`): pre-fix tokens `['build','best']` → IKEA doc rank 6 (outside top-5); post-fix `['build','besta']` → suggested #1, cosine unchanged 0.382.
- `uv run pytest tests/e2e/test_search_recall_small_sources.py -v --no-cov` → **7 passed** (isolated); neighbours `test_kb_overview{,_freshness} test_name_signal_read_chips test_grep_regex_teaching test_harness_aligned_tools test_agent_document_tools test_tool_call_compact` → **24 passed**.
- `uv run pytest --cov=app --cov-report=term-missing` → **3756 passed**, app coverage **99%** (>90%).
- `uv run ruff check .` → All checks passed; `uv run pyright` → **0 errors**.
- Completion criteria: fold both ways ✅ · `Sources:` tail ✅ · TOOLS_SECTION + D4 verbatim + re-cut pins ✅ · E2E green/battery recorded/full suite/coverage/lint ✅ · docs pass ✅ · commit + dir move = harness.
- Battery: 5 phase-119 questions byte-identical to the phase-119 record (GATE PASS); the 2 Besta questions **skipped loudly** — verified the 2026-09-05 replica dump has zero `ikea` matches (`grep -c -i ikea data/bor_live_kb_replica.dump.sql` = 0); rank gate stays with the owner's live KB.
- Docs fixed: README — overview-tail doc + `BOR_KB_OVERVIEW_MAX_CHARS` tail-cut constraint, the phase-162 search-discipline paragraph, per-phase (not per-story) E2E wording, new "Retrieval regression battery" section; AGENTS.md — rule 4 per-phase wording + battery command in Quick reference. (The overview's expected "AGENTS.md §6 tool table" does not exist in this repo — the grep contract line lives in README's tool table, already updated.)
- Deviations (recorded, not assumed): `_fold` adds `casefold` (required for the pinned `ß → ss`); `①` NFKD-decomposes to `1` (the overview's parenthetical was wrong) and is excluded by `NAME_TOKEN_MIN_LEN`; pre-fix evidence lives in the reports dir because task files are read-only for this pass.
- Owner follow-up A6 (runtime, not code): add the Tuning-tab steering note "IKEA's BESTÅ assembly PDF is a live source — search it as `BESTÅ` or `AA-1272068`".
- Next pending phase: none — 162 is the only entry in `todo/` (harness moves it to `complete/`).
2026-10-07 01:42:01 -04:00

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# AGENTS.md — Operating Rules for All Agents on This Repo
1. **Always read `.agents/PLAN.md` first.** It contains the architecture, the
LOCKED DECISIONS, the UI/UX standards, the data model, and the roadmap.
Do not design anything that contradicts it.
2. **Follow the phased execution protocol in `.agents/phases/`.** Work through
`.agents/phases/todo/` in numeric order. When a phase is complete, move its
directory to `.agents/phases/complete/`.
3. **Strictly adhere to the LOCKED DECISIONS** (PLAN §2). If you believe a
LOCKED decision is wrong, stop and flag it — do not silently deviate.
4. **"One Story, One Phase":** each user story in `.agents/user_stories/`
corresponds to a distinct execution phase, and **every** phase — story-driven
or owner-directed — includes its own dedicated Playwright E2E test suite
(one test file for the phase, run in isolation).
5. **"UI Structure Check":** before finalizing any UI component, verify that
it follows the layout principles in `.agents/PLAN.md` §7 (proper container
usage, the 72rem centered reading column — every page rides the 72rem
container at every viewport; phase 100 supersedes §7.1's 46rem chat
column, full-width tables on Sources — no skinny wasted-space lists;
the catalogue tables (RAG, Sources, History) are bounded scroll
panels — `max-height: min(70vh, 64rem)` — with a sticky header row;
a clipped action label shows an ellipsis hint (`.cell-clip`) with
the full text kept reachable via the control's aria-label
(phase 156)) and
meets WCAG 2.1 AA basics (semantic
landmarks, labels, contrast ≥4.5:1, focus-visible, aria-live for the
stream).
6. **"No CDN Rule":** all CSS, JS, fonts, and images must be served statically
from within the FastAPI application. No `<script src="https://…">` or
`<link href="https://…">` tags in HTML templates unless bundled locally.
An integration test enforces this on the index page.
7. **"Debugpy Check":** any new entrypoint must keep the conditional import —
`debugpy` is imported **only** when `DEBUGPY=1` (see
`app/core/debugging.py`); default off, never imported otherwise.
8. **Git protocol:** Git is mandatory. One **atomic, professional commit per
completed phase** (Conventional Commits, e.g. `feat(rag): stream RAG
answers over SSE with source citations`). Always append `--no-gpg-sign`
(the repo also sets `commit.gpgsign=false`). `.agents/` is **tracked and
committed** with the phase — only runtime artifacts (`.agents/phase-sessions/`,
`.agents/pipeline.log`) are gitignored.
9. **Test gates are non-negotiable:** a phase is complete only when unit +
integration tests pass, `app/` coverage is **>90%**
(`uv run pytest --cov=app --cov-report=term-missing`), and the phase's
Playwright E2E file passes **in isolation**
(`uv run pytest tests/e2e/test_<story>.py -v --no-cov`).
10. **Amply log, visibly feed back:** server-side, log the required
per-turn line (PLAN §9); UI-side, honor the "never stale" feedback
contract (PLAN §7.4).
## Quick reference
```bash
podman compose up -d db # start Postgres 17 + pgvector
cp .env.example .env # once; then edit
uv run alembic upgrade head # apply migrations
uv run uvicorn app.main:app --reload # dev server (add DEBUGPY=1 to debug)
uv run pytest # unit + integration
uv run pytest --cov=app --cov-report=term-missing
uv run playwright install chromium # once
uv run pytest tests/e2e/test_smoke.py -v --no-cov
uv run ruff check . && uv run pyright # lint + types
uv run python -m scripts.eval_retrieval --from-file tests/fixtures/retrieval_battery.txt # retrieval regression battery (phases 119/162)
```