feat: /recce-analyze + intent routing + Codex parity (M1, M4)#26
feat: /recce-analyze + intent routing + Codex parity (M1, M4)#26
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New commands/recce-analyze.md delivers the one-shot Recce setup + PR impact analysis command. Steps 1-8 cover prerequisites, branch detection, base strategy (recce check-base), target artifacts, MCP server start, four-tool analysis, markdown output, and timing guard. feat(commands): deprecate /recce-setup and /recce-pr in favor of /recce-analyze Adds deprecation blockquotes at the top of both files per design R1 mitigation; existing steps are unchanged. feat(skills): wire 10 canonical trigger phrases to /recce-analyze (M4, AC-5) Updates recce-guide SKILL.md with a 'Canonical Trigger Phrases' subsection listing the 10 phrases that MUST trigger /recce-analyze. Promotes /recce-analyze to primary command; demotes /recce-setup and /recce-pr to 'Legacy commands' subsection. feat(codex): mirror /recce-analyze flow in AGENTS.md for Codex parity (M1, AC-8) Adds '## PR Impact Analysis (One-Sentence Trigger)' section mirroring recce-analyze.md steps 3-7. Same 10 trigger phrases. Pinned convention version comment per R6. test: phrase-fixture routing + merged-bootstrap structure assertions (AC-1, AC-2, AC-3, AC-5, AC-8) Adds pyproject.toml for Python test runner; 15 tests across test_intent_routing.py and test_merged_bootstrap.py; all pass. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> Signed-off-by: even-wei <evenwei@infuseai.io>
Re-review: PR #26 —
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| # | Prior severity | Status |
|---|---|---|
| ISSUE 1: build outside trap-protected fence | 🟡 | ✅ Resolved (build moved inside the fence with <chosen build command> placeholder; explicit "WHY" paragraph prepended) |
ISSUE 2: SKILL.md "When discussing PRs" prose still recommends /recce-pr |
🟡 | ✅ Resolved (SKILL.md:101-108 now points to /recce-analyze with bullets aligned to the 4-section output) |
| NOTE 1: 120 s threshold not parity-tested | 📘 | ✅ Resolved (test_timing_threshold_parity_claude_codex, anchored regex \b120\s*s\b) |
| NOTE 2: Confirmation gate not test-covered | 📘 | ✅ Resolved (test_confirmation_gate_parity_claude_codex) |
The substantive fixes in both procedure files are correct. The trap-scope explanation prepended at recce-analyze.md:96-103 and AGENTS.md:80-85 is excellent — explicit, cites recce-setup.md:212-213, names the failure mode.
Verdict: NO-GO — 0 BLOCKERs, 1 ISSUE, 1 NOTE
The procedure fix is correct. The blocker here is narrower: the regression test for ISSUE 1 only catches the recce-analyze.md variant, not the AGENTS.md variant that the round-2 review explicitly named. The fix is ~3 lines and the commit message claims a guarantee the test doesn't actually deliver, so it's worth tightening before merge rather than deferring.
🟡 ISSUE
1. test_build_inside_trap_scope does not catch the AGENTS.md variant of round-2 ISSUE 1 — tests/test_merged_bootstrap.py:275-285
The new test asserts:
assert (
"dbt docs generate" in body
or "dbt build" in body
or "<chosen build command>" in body
), ...Substring-in-body matches comment text. I verified the pre-fix file states empirically with git show fb7146c:...:
| File | Pre-fix trap-fence body | Test result |
|---|---|---|
recce-analyze.md |
only git stash push + git checkout <base-branch> (no dbt strings) |
FAILS ✅ catches the regression |
AGENTS.md |
# docs_generate: dbt docs generate ... and # full_build: dbt build ... as comments |
PASSES ❌ misses the regression |
The pre-fix AGENTS.md fence body is exactly the round-2 ISSUE 1 defect state for AGENTS.md, and this test passes against it.
The commit message says: "test_build_inside_trap_scope: scans every fenced bash block in each file, locates the one containing trap cleanup EXIT, and asserts a dbt command (or the <chosen build command> placeholder) appears in the same fence. Catches the exact ISSUE 1 regression." It catches the recce-analyze.md form. It does not catch the AGENTS.md form (comments-inside-fence-with-no-executable-line) — the very form the round-2 review explicitly flagged as a "sibling defect."
A future edit that removes the executable <chosen build command> line at AGENTS.md:108 and leaves only the documentation comments at AGENTS.md:106-107 regresses AGENTS.md back to the round-2 ISSUE 1 state while CI stays green.
Severity reasoning (I ran a structured Devil's Advocate debate on whether this should be NO-GO or GO-with-follow-up; the strongest contrarian argument is captured below):
- Mitigation: A future regression along this exact path would still fail loudly at runtime — missing
target-base/manifest.jsonwould produce an explicit error fromrecce check-baseor the MCP diff tools on first execution. Not silent-wrong-answer. This lowers severity from BLOCKER-grade. - But: the fix is ~3 lines, the commit message ships a stronger claim than the test delivers, and
AGENTS.mdis the more-likely-to-be-pattern-matched ingestion surface for Codex agents (where the test gap concentrates). Filing a follow-up risks the gap persisting indefinitely.
So: tighten the test in this PR rather than defer.
Fix. Filter to executable lines (drop comments and blanks) before the substring check:
def _exec_lines(body: str) -> str:
return "\n".join(
line for line in body.splitlines()
if line.strip() and not line.strip().startswith("#")
)
# inside the loop:
exec_text = _exec_lines(body)
assert (
"dbt docs generate" in exec_text
or "dbt build" in exec_text
or "<chosen build command>" in exec_text
), (
f"{label}: trap-protected fence must contain an EXECUTABLE dbt "
"command or the `<chosen build command>` placeholder. Comments "
"documenting which command to run do not satisfy — Codex/Claude "
"running the block verbatim would no-op."
)To verify the tightened test would actually catch the regression, mentally re-run it against the pre-fix AGENTS.md fence body shown above: only the git stash push … and git checkout <base-branch> lines survive the comment filter; none contain a dbt command or the placeholder; the assertion fails. ✅
Optional but recommended: add a regression test that constructs the pre-fix AGENTS.md fence body inline and asserts the tightened test fails on it — empirical proof the tightening covers the variant currently slipping through.
📘 NOTE
1. PR description says "10 trigger phrases" but the fixture has 8. The PR body says "Adds tests/fixtures/trigger_phrases.txt (10 phrases)" and "10 canonical trigger phrases added", but tests/fixtures/trigger_phrases.txt has 8 lines (the round-1 review flagged 2 ambiguous phrases for removal and the author dropped them — correctly). Update the PR body so the merge commit description is accurate; this is the artifact reviewers and historians will look at.
Verification
$ uv run --no-project pytest tests/ -v
============================== 19 passed in 0.02s ==============================
All 19 tests pass at 0997ec9. The two new parity tests (120 s, Confirmation gate) work as designed. The third new test (test_build_inside_trap_scope) catches the recce-analyze.md variant of ISSUE 1 (empirically verified) but has the gap described above for AGENTS.md.
What I could not verify
- End-to-end execution against a real dbt project — whether
<chosen build command>produces an unambiguous bash error if an agent fails to substitute (theory predicts loud failure via<choseninput redirection on a missing file; not exercised here). - Whether Codex's actual fence-execution semantics match the documented per-fence-subprocess assumption.
What I looked for and did not find
- New parity drift between
recce-analyze.mdandAGENTS.md(the fix is symmetric: same explanatory paragraph, same fence structure, same placeholder line, same comment commands). - Stale
/recce-prreferences in non-deprecation contexts (grepconfirms remaining references atrecce-check.md:25,recce-pr.md:11,recce-pr.md:25,recce-setup.md:7,168,SKILL.md:49-50are all in deprecation-notice or "Legacy commands" sections — intentional). - New cleanup-function regressions; both files retain the conflict-on-pop user-visible warning that the prose claims.
🤖 Generated with Claude Code via /recce-dev:claude-code-review
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Yup, I'm setting up Codex to check all of them now. |
Address all blockers and issues from @wcchang1115's review on PR #26 (`/recce-dev:claude-code-review` output). Captain confirmed scope. BLOCKER 1 — corrupt-base via docs_generate (recce-analyze.md, AGENTS.md) `dbt docs generate --target-path target-base` was running while the working tree was on the *target* branch, so target SQL got compiled into base/manifest.json. Both the `docs_generate` and `full_build` paths now run from the base branch via the safe stash dance. BLOCKER 2 — AGENTS.md had no prereq / branch detection Added Step 1 (prereqs: dbt_project.yml, dbt, recce) and Step 2 (branch detection) to AGENTS.md so the trigger-phrase entry point cannot jump straight into `recce check-base` on a fresh project. ISSUE 1 — unsafe stash dance Replaced `git stash; checkout; build; checkout; pop` with named-stash + trap pattern: `git stash push --include-untracked -m recce-analyze-<ts>`, pop only by exact message, EXIT trap restores target branch on failure. Mirrored in both recce-analyze.md and AGENTS.md. ISSUE 2 — false "byte-equivalent parity" claim Reconciled divergences between recce-analyze.md and AGENTS.md: - Full staleness warning sentence in both (was truncated in AGENTS.md) - `${CLAUDE_PLUGIN_ROOT}` in both (dropped fictional `${CODEX_PLUGIN_ROOT}`) - `mcp__recce__*` MCP tool prefix in both (was bare names in AGENTS.md) - Error Recovery section added to AGENTS.md Added 4 parity tests (test_stale_warning_parity_claude_codex, test_mcp_tool_names_parity, test_no_codex_plugin_root_in_agents_md, test_safe_stash_dance_in_both_paths) so drift fails CI. ISSUE 3 — overly aggressive trigger phrases Removed "review my changes" and "show me what broke" from the trigger set (collide with general code review / test triage). Trigger set is now 8 phrases. Added an explicit confirmation gate inside Step 3 before any `git checkout` or `dbt build`, regardless of how the command was invoked. Updated SKILL.md to clarify trigger phrases propose `/recce-analyze` rather than execute it silently. ISSUE 4 — vacuous AC-2 / AC-3 string matches Tightened `"120" in text` to anchored regex `\b120\s*s\b` and `"stale" in text.lower()` to exact match on the full warning sentence. ISSUE 5 — SKILL.md SessionStart still routed to deprecated /recce-setup Swapped to `/recce-analyze`. Same fix in recce-pr.md and recce-check.md ("MCP not running" branch) — those previously sent users on a two-hop deprecated path with no pointer to the canonical command. NOTE 1 — added one-line fallback for `recce check-base` failure (non-zero, non-JSON, or unknown recommendation) in both files. Tests: 16 passed (was 10), +6 parity tests catching the drift above. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Signed-off-by: even-wei <evenwei@infuseai.io>
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@wcchang1115 thanks for the thorough review — addressed all blockers + issues + 2 of 3 notes in BLOCKERs
ISSUEs
NOTEs
Verification10 → 16 tests; the 6 new tests are the parity guards above plus the prereq + Error Recovery checks for AGENTS.md. All passing. Ready for re-review. |
wcchang1115
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Re-review at fb7146c — 2 ISSUEs remain. See updated review comment for details and concrete fixes.
Round-2 review surfaced one structural defect (build outside trap scope) plus two test-coverage gaps (NOTE 1 and NOTE 2 in the review comment). ISSUE 1 — dbt build was OUTSIDE the trap-protected fence. Each fenced bash block is an isolated subprocess (per the comment at `recce-setup.md:212-213`). When the block ended at `git checkout <base-branch>`, `trap cleanup EXIT` fired and returned the user to the target branch. The build commands listed as inline-prose bullets after the fence ran in a *new* shell on the *target* branch — writing target-branch SQL into `target-base/manifest.json` and producing empty diffs from the MCP diff tools (silent wrong-answer). `AGENTS.md` had a sibling defect: build commands as `#`-comments inside the fence with no executable line, so Codex running the block verbatim never built anything. Less risky (loud failure: missing artifact) but still relies on out-of-band agent intelligence. Fix in both files: - Move the build inside the same fenced block as the trap. - Add a `<chosen build command>` placeholder line so it is unambiguous that a build command MUST execute inside the fence. - Prepend a paragraph documenting WHY the build cannot live outside the fence (per-fence subprocess isolation + trap timing). ISSUE 2 — `SKILL.md`'s "When discussing PRs" prose still recommended the deprecated `/recce-pr` command. Same defect class as round-1 ISSUE 5 (SessionStart routing). Replaced with `/recce-analyze` and updated bullets to match the merged 4-section output (Impact Summary / Lineage Changes / Schema Changes / Row Count Changes). NOTE 1 + NOTE 2 — added two parity tests: - `test_timing_threshold_parity_claude_codex`: asserts the 120 s threshold appears in BOTH files (anchored regex; "120 lines" prose does not satisfy). - `test_confirmation_gate_parity_claude_codex`: asserts "Confirmation gate" appears in both files so a future refactor cannot silently remove the central safety stop. Plus a structural regression test: - `test_build_inside_trap_scope`: scans every fenced bash block in each file, locates the one containing `trap cleanup EXIT`, and asserts a dbt command (or the `<chosen build command>` placeholder) appears in the same fence. Catches the exact ISSUE 1 regression. Verification: - `uv run pytest tests/ -v` -> 19/19 pass (16 prior + 3 new) Refs round-2 review: #26 (comment) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> Signed-off-by: even-wei <evenwei@infuseai.io>
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@wcchang1115 Round-2 findings addressed in ISSUE 1 — build outside trap scope (FIXED)You're right — splitting the build into inline-prose bullets after the trap-protected fence meant the trap fired before the build could run, leaving target-branch SQL in git checkout <base-branch>
# Run ONE based on Step 3 recommendation (substitute below):
# - docs_generate: dbt docs generate --target-path target-base
# - full_build: dbt build --target-path target-base
<chosen build command>
# trap fires on script exit → returns to $TARGET_BRANCH and pops stash.The ISSUE 2 —
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| Test | Asserts |
|---|---|
test_build_inside_trap_scope |
Scans every fenced bash block in each file, locates the one containing trap cleanup EXIT, and asserts a dbt command (or the <chosen build command> placeholder) appears in the same fence. Catches the exact ISSUE 1 regression. |
test_timing_threshold_parity_claude_codex |
Anchored regex \b120\s*s\b in BOTH files. "120 lines" prose does not satisfy. |
test_confirmation_gate_parity_claude_codex |
Literal "Confirmation gate" in BOTH files so a future refactor cannot silently remove the safety stop. |
Sanity check: I mentally ran test_build_inside_trap_scope against the pre-fix state — it would have asserted on the recce-analyze.md fence (no dbt command inside, no placeholder), exactly the regression you described.
Verification
$ uv run --no-project pytest tests/ -v
============================== 19 passed in 0.02s ==============================
Asking for one more pass when convenient.
wcchang1115
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Claude Code Review at 0997ec9: 1 ISSUE remains in the new regression test (test_build_inside_trap_scope does not catch the AGENTS.md variant of round-2 ISSUE 1). Fix is ~3 lines. See review comment for details and the suggested patch.
Round-3 review (issuecomment-4386104070, edited from round-2) flagged that the round-2 regression test for ISSUE 1 only catches the `recce-analyze.md` variant of the trap-scope defect. The pre-fix `AGENTS.md` had the build commands as `#`-prefixed comments inside the trap fence (no executable line) — and the round-2 test passed against that body because the substring `dbt docs generate` was present *as comment text*. A future edit that removes the executable `<chosen build command>` line and leaves only the documentation comments would regress AGENTS.md back to round-2 ISSUE 1 state while CI stays green. Fix: - Add `_exec_lines()` helper that drops blank and comment-only lines before substring matching, so `# dbt docs generate ...` no longer satisfies the assertion. - Tighten `test_build_inside_trap_scope` to filter through `_exec_lines()` before checking for a real command or the `<chosen build command>` placeholder. - Add `test_build_inside_trap_scope_catches_pre_fix_agents_variant` as empirical proof: it constructs the exact pre-fix AGENTS.md fence body inline and asserts the executable-line filter rejects it. This is the regression test the round-3 review explicitly recommended. NOTE: PR body counts also updated (10 -> 8 trigger phrases; 10/10 -> 20/20 tests; 6 -> 16 test_merged_bootstrap.py tests) for accuracy in the merge-commit description. Verification: - `uv run --no-project pytest tests/ -v` -> 20/20 pass (19 prior + 1 new empirical-proof test). The tightened assertion still passes on the current source files because both contain the explicit `<chosen build command>` placeholder line. Refs round-3 review: #26 (comment) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> Signed-off-by: even-wei <evenwei@infuseai.io>
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@wcchang1115 Round-3 finding addressed in ISSUE 1 —
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Summary
/recce-analyzemerged bootstrap command (plugins/recce-quickstart/commands/recce-analyze.md): orchestrates 8 steps —recce check-base→ branch on recommendation → prepare base artifacts → start MCP server → call 4 MCP tools → compose 4-section markdown summary.> [!WARNING]blockquotes torecce-setup.mdandrecce-pr.mdpointing users to/recce-analyze.recce-guide/SKILL.md:/recce-analyzeis now the primary command; 8 canonical trigger phrases (round-1 review dropped 2 ambiguous); legacy commands section preserved.AGENTS.mdCodex routing block: 8 trigger phrases wire to the PR Impact Analysis orchestration block (Codex parity, AC-8).tests/fixtures/trigger_phrases.txt(8 phrases) and test suites (test_merged_bootstrap.py16 tests,test_intent_routing.py4 tests) — 20/20 pass.Test plan
uv run pytest tests/test_merged_bootstrap.py tests/test_intent_routing.py -vCascade self-review evidence
Triplet review at every stage. Mechanical correctness verified:
test_merged_bootstrap.py16 tests,test_intent_routing.py4 tests)recce-analyze.mdexists with all 8 orchestration stepstests/fixtures/trigger_phrases.txt(round-1 review dropped 2 ambiguous)recce-setup.md+recce-pr.mdspacedock-ops/docs/cascade/003-pre-pr-one-sentence/_trace/: design / build / verify / deliver all PASS first-tryHuman reviewer must check (cascade can't verify these)
git stash; git checkout <base>; dbt build; git checkout <target>; git stash poprobustnessgit checkout <target>fails (the user's branch was deleted upstream)? The agent could leave the working tree on the wrong branch. Read step 3-4 ofrecce-analyze.mdcarefully and consider edge cases.recce-analyze.mdandAGENTS.mdCodex section — no branching logic except${CLAUDE_PLUGIN_ROOT}path variable." Diff the two sections directly; confirm no drift in error handling, fallback paths, or wording./recce-setupand/recce-prget deprecation blockquotes but stay live. When does deprecation → removal? Is there telemetry to track usage and a plan to deprecate?/recce-analyzeinvokesrecce check-basethat doesn't exist on main. Tests in this PR mock the orchestration so CI passes independently.References
Resolves recce-pre-pr-summary-in-one-sentence-claude-code-and-codex-2fd8dfb5866e (M1, M4)
Depends on: DataRecce/recce#1353 (M2, the
recce check-basesubcommand) — merge that first.🤖 Generated with cascade workflow (triplet review at every stage: design / build / verify / deliver — all PASS).