**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/`).
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AGENTS.md — Operating Rules for All Agents on This Repo
- Always read
.agents/PLAN.mdfirst. It contains the architecture, the LOCKED DECISIONS, the UI/UX standards, the data model, and the roadmap. Do not design anything that contradicts it. - 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/. - Strictly adhere to the LOCKED DECISIONS (PLAN §2). If you believe a LOCKED decision is wrong, stop and flag it — do not silently deviate.
- "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). - "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). - "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. - "Debugpy Check": any new entrypoint must keep the conditional import —
debugpyis imported only whenDEBUGPY=1(seeapp/core/debugging.py); default off, never imported otherwise. - 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 setscommit.gpgsign=false)..agents/is tracked and committed with the phase — only runtime artifacts (.agents/phase-sessions/,.agents/pipeline.log) are gitignored. - 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). - 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
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)