brain-of-reese/.agents/phases/complete/70_harness_aligned_tools/00_phase.md

Phase 70 — Harness-Aligned Agent Tools: ls / read(path) / grep(pattern, path?)

Source: owner request (chat, 2026-09-03) — live incident: the question "What are the correct llama.cpp arguments for Qwen 3.8?" was answered with the raw model text <|tool_call_start|>[read(path='/homelab/backup-notes.md')]<|tool_call_end|> (query_log: top_score=0.040, fts_hits=0, deflected=true — the turn was DEFLECTED, so no tools were even offered). Diagnosis: the chat model (lite per .env; owner keeps lite for everything — it's faster, owner decision 2026-09-03) reaches for the tool shapes it was trained on — a read tool taking a single path argument — and our read_document(source, path) fights that prior (the _resolve_document combined-form self-correction and "teach the split" refusals are the scar tissue). Owner direction: "match existing harnesses as much as possible" — the mapping below mirrors the pi.dev tool surface (dist/core/tools/: read{path}, ls{path?}, grep{pattern, path?}). Story: .agents/user_stories/agent-document-tools.md (this phase reshapes the tools that story delivered; phase 68's search contract rides along renamed) Context:

• app/rag/agent.py — AGENT_TOOLS (OpenAI function definitions: list_documents / read_document(source, path) / search_documents(pattern, source?, path?)), _execute_tool (execution + refusals: ALREADY_IN_CONTEXT, UNKNOWN_TOOL, MISSING_READ_ARGS, MISSING_SEARCH_ARGS; combined-form self-correction in _resolve_document), AgentHolder, run_agent (round cap BOR_AGENT_MAX_ROUNDS, default 10; 0 = no-tools kill switch).
• app/rag/prompts.py — TOOLS_SECTION (HIGH prompt only, ends the prompt; the E2E mock keys off the <tools> marker's presence, not the wording).
• app/api/chat.py — the ToolCallPiece → SSE {"type":"tool","name":…,"argument":…} derivation (read → source/path, search → pattern, list → null), done.sources, per-turn log line (tool_calls=N).
• tests/e2e/mock_llm.py — the deterministic mock flows keyed on TOOLS_TRIGGER ("use your tools"), MULTI_READ_TRIGGER, SEARCH_TRIGGER + the <tools> marker; the flows emit tool_calls deltas with the current names/args and parse the source: X | path: Y | title: Z catalog lines.
• frontend/assets/app.js — .tool-call lines (one row per tool frame, generic render of name + argument), docstring name references; frontend/assets/shared.js L159 special-cases t.name === "read_document" (shared-chat view).
• tests/ — unit: test_agent.py, test_prompts.py, test_chat_gate.py, test_mock_tool_flow.py, test_sse_events.py; integration: test_agent_tools.py, test_chat_api.py, test_api.py, test_chats_api.py; E2E: test_agent_document_tools.py, test_agent_unlimited_tools.py, test_search_tool.py. README.md L173–176 documents the current tool names/args.

Objective

Rename and reshape the three server-side agent tools to the harness-trained surface — ls, read(path) (single combined source/path argument), grep(pattern, path?) — so the model's trained priors emit valid calls instead of fighting the schema. Capabilities and all owner-locked semantics (full-document reads, fixed- substring locator searches, round cap, kill switch, SSE contract shape) are unchanged; only the tool surface, its descriptions, and the ripples (prompt copy, SSE names, mock, tests, docs) change.

Dependencies

• 68_search_tool (complete) — the search semantics this phase renames (A5 locked match/output contract preserved).
• 45_agent_unlimited_tools (complete) — the round-cap design the loop keeps.
• No todo dependencies; runs on the current head. Phase 71_scaffolding_guardrails (todo) follows this one (its mock changes build on the new tool names).

Tasks

1. 01_tool_schemas.md — app/rag/agent.py: AGENT_TOOLS → ls / read / grep schemas + descriptions; _execute_tool argument handling (single combined path), updated refusals; unit tests.
2. 02_prompt_section.md — app/rag/prompts.py: TOOLS_SECTION rewritten for ls/read/grep; prompt unit pins.
3. 03_api_sse.md — app/api/chat.py: SSE tool-frame argument derivation for the new shapes + module/docstring contract copy; integration tests.
4. 04_frontend.md — app.js + shared.js name references and the read_document special case; frontend unit pins; persisted-chat note.
5. 05_mock_e2e_commit.md — mock_llm.py flows on the new names/args, the three existing E2E suites updated, the new dedicated E2E suite, README, full gates, commit.

Testing & Quality

• Unit: tests/unit/test_agent.py — the new schemas (names, required/optional args, descriptions), read path resolution (combined form split at the FIRST slash, bare source name refusal, already-in-context, full content), ls scoping (no-arg full catalog, path=source scope, unknown-source refusal, empty-source "0 documents"), grep (required pattern, optional path single-doc scope, the locked A5 output contract: fixed substring, case-insensitive, 20 matches, 200-char lines, locator only), the round cap + kill switch (agent_max_rounds=0 → tools=None, byte-identical request) unchanged.
• Unit: tests/unit/test_prompts.py / test_chat_gate.py — TOOLS_SECTION copy (marker present, HIGH-only), byte-identical LOW prompt (this phase does not touch the deflection path).
• Integration: tests/integration/test_agent_tools.py, test_chat_api.py — SSE tool frames with the new name/argument values end-to-end (mock LLM), done.sources / query_log.sources / tool_calls=N log line unchanged in meaning.
• E2E (mandatory, house rule): NEW dedicated suite tests/e2e/test_harness_aligned_tools.py, run in isolation — the ls → read (combined path) → answer flow and the grep → read flow over the real UI; plus the three existing suites (test_agent_document_tools.py, test_agent_unlimited_tools.py, test_search_tool.py) updated to the new names and green in isolation.
• Coverage: >90% on app/ (validate.sh gate).

Completion Criteria

• AGENT_TOOLS defines exactly ls (optional path), read (required path), grep (required pattern, optional path); the old names exist nowhere in app/ (rg "list_documents|read_document|search_documents" app/ → no matches).
• read accepts the combined source/path form (the model's natural shape), splits at the first slash, appends the full document (A7-revised: never truncated); grep keeps the locked A5 match/output contract and is a locator only; ls prints the phase-63 source: X | path: Y | title: Z lines.
• SSE tool frames carry the new name values; argument is the single string the model passed (read's path, grep's pattern, ls's path) or null.
• BOR_AGENT_MAX_ROUNDS=0 still disables the tools entirely (request byte-identical to the no-tools path); the deflected path is byte-identical (LOW prompt and tools=None untouched by this phase).
• uv run pytest green; uv run pytest --cov=app TOTAL >90%; uv run ruff check . && uv run pyright clean.
• uv run pytest tests/e2e/test_harness_aligned_tools.py -v --no-cov green in isolation; regression suites green in isolation: test_agent_document_tools.py, test_agent_unlimited_tools.py, test_search_tool.py, test_chat_rag.py.
• README tool documentation updated to the new surface.
• One --no-gpg-sign commit (message in the Commit block); phase dir moved to .agents/phases/complete/.

Locked decisions

• Owner (chat, 2026-09-03): the tool surface is remapped to the pi.dev harness shape — ls / read(path) / grep(pattern, path?) — "to match existing harnesses as much as possible"; lite stays the chat model for everything (no model swap); the chat model is NOT flipped to turbo. This supersedes the phase-37 tool names/args and the phase-68 tool name (search_documents → grep); the phase-68 match/output contract (fixed substring, case-insensitive, 20×200, locator-only) is preserved verbatim.
• read is path-only. No offset/limit (pi has them, but the A7-revised contract is "never truncated" — implementing paging would violate it; path-only still carries the trained shape, which is the point).
• The combined source/path string is the canonical document identity in every tool argument, refusal, and result header (it already is in search result lines and done.sources). The old two-argument split and its self-correction/teaching refusals are deleted — the model's combined form is now correct, not a mistake to fix.
• SSE contract shape unchanged (A15 extension honoured): {"type":"tool", "name":…,"argument":…} — only the name values and the argument derivation change. delta/thinking/retry/done/error frames are untouched.
• No env changes, no schema change. BOR_AGENT_MAX_ROUNDS keeps its meaning (round cap; 0 = no-tools kill switch). Saved chats persisting old tool names render fine (the UI renders whatever name/argument arrive — no migration).

Commit

git add -A .agents/ app/ tests/ frontend/ README.md && git commit --no-gpg-sign -m "feat(agent): align the document tools with the harness-trained shape — ls, read(path), grep(pattern, path?)"