Borda/AI-Rig/plugins/cc_develop/skills/fix/SKILL.md
fix
Reproduce-first bug resolution — capture bug in failing regression test, apply minimal fix, run quality stack and review loop. TRIGGER when: user reports a bug, regression, or unexpected behaviour in Python code with a traceback, failing test, or issue number; phrases: "fix this bug", "repair X", "broken since Y", "test failing". SKIP when: CI-only failures without local traceback (use `/develop:debug` first); new features (use `/develop:feature`); `.claude/` config issues (use `/foundry:audit`)
- Source repository stars
- 25
- Declared platforms
- 0
- Static risk flags
- 2
- Last source update
- 2026-08-24
- Source checked
- 2026-08-28
Decision brief
What it does: where it fits
bash export CSID="${CLAUDECODESESSIONID:-$PPID}" DEVSHARED=$(python "${CLAUDEPLUGINROOT:-plugins/ccdevelop}/bin/devsharedresolve.py" 2/dev/null) timeout: 5000 [ -z "$DEVSHARED" ] && DEVSHARED="plugins/ccdevelop/skills/shared" echo "$DEVSHARED" "${TMPDIR:-/tmp}/dev-shared-${CSID}…
Not for
- Tasks that require unconfirmed production actions or broad system permissions.
- Environments where the pinned source and install steps cannot be inspected.
Compatibility matrix
Platform support, with evidence labels
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Not declared | No explicit evidence | Portability before use |
| Claude Code | Not declared | No explicit evidence | Portability before use |
| Cursor | Not declared | No explicit evidence | Portability before use |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
Installation
Inspect first. Install second.
The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.
npx skills add https://github.com/Borda/AI-Rig --skill "plugins/cc_develop/skills/fix"Inspect the Agent Skill "fix" from https://github.com/Borda/AI-Rig/blob/1bb724c28af29d9037a9ad192551e9c7f83b65bf/plugins/cc_develop/skills/fix/SKILL.md at commit 1bb724c28af29d9037a9ad192551e9c7f83b65bf. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.
Workflow
What the source asks the agent to do
- 01
Step 1: Understand the problem
Gather all available context about bug:
Gather all available context about bug:Argument type detection: if $ARGUMENTS is positive integer (or prefixed with , e.g. 123), treat as GitHub issue number and fetch with gh issue view. If text (contains spaces, letters, or special chars), treat as symptom… - 02
Step 2: Reproduce the bug
(Use Glob tool — pattern: /test.py — to discover test directories if unknown; check pyproject.toml [tool.pytest.inioptions] testpaths first)
Search for existing tests covering broken behavior:For each candidate test found — critically assess coverage quality:Does it exercise exact failing path (correct inputs, correct assertions)? - 03
Review: Validate the reproduction
Before applying fix, critically evaluate reproduction test(s):
Correct failure mode: fails for right reason (actual bug), not setup issue?Isolation: exercises exactly broken behavior, not too broadly?Minimal reproduction: smallest test demonstrating failure? - 04
Step 3: Apply the fix
Breaking change gate: before applying fix, assess whether fix introduces a breaking change.
Edit only code necessary to resolve bugRun regression test to confirm now passes:Run affected tests (prefer targeted over full suite): - 05
boundary 2: after fix applied, before review stack (compaction-contract.md)
export CSID="${CLAUDECODESESSIONID:-$PPID}" IFS= read -r DEVDIR /dev/null || DEVDIR="" IFS= read -r PYTESTCMD /dev/null || PYTESTCMD="" CHANGED=$(git diff --name-only HEAD 2/dev/null | tr '\n' ' ' | sed 's/ $//') mkdir -p .temp/state timeout: 5000 { echo " Active Skill Contract"…
File:Test:Confirms: [what behavior the test locks in]
Permission review
Static risk signals and limitations
Reads files
The documentation asks the agent to read local files, directories, or repositories.
*Optional `--plan <path>`**: if `$ARGUMENTS` contains `--plan <path>` (at any position), read plan file first. Extract `Affected files`, `Risks`, `Suggested approach` — use to populate Step 1 analysis instead of cold codebase exploration. SReads files
The documentation asks the agent to read local files, directories, or repositories.
*Optional `--diagnosis <path>`**: if provided (from preceding `/develop:debug` session), read diagnosis file first. Skip Step 1 codebase analysis — root cause, suspect files, and evidence pre-populated from diagnosis file. Challenger gate sRuns scripts
The documentation asks the agent to run terminal commands or scripts.
python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/dev_parse_args.py" \Runs scripts
The documentation asks the agent to run terminal commands or scripts.
python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/dev_issue_fetch_wrap.py" fix "$ARGUMENTS"Evidence record
Why each signal appears
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 95/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 25 | Source | Repository attention, not individual Skill quality |
| Compatibility | 0 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated or reviewed according to the visible evidence level |
Pinned source
Provenance and original SKILL.md
- Repository
- Borda/AI-Rig
- Skill path
- plugins/cc_develop/skills/fix/SKILL.md
- Commit
- 1bb724c28af29d9037a9ad192551e9c7f83b65bf
- License
- Apache-2.0
- Collected
- 2026-08-28
- Default branch
- main
View the original SKILL.md
Reproduce-first bug resolution. Capture bug in failing regression test, apply minimal fix, verify via quality stack and review loop.
NOT for:
- CI-only failures with no local traceback — use
/develop:debugfirst (--ci-run <run-id>for GitHub Actions logs) - production incidents without any CI run or traceback (use
/foundry:investigate(requires foundry plugin)) .claude/config issues (use/foundry:audit(requires foundry plugin))- non-Python projects (JS/TS/Go/Rust) — toolchain assumes pytest; use language-native toolchain instead
- CSS/JS-only frontend changes (no Python source touched) — use
/develop:featurefor new frontend work or direct editing for surgical CSS/JS fixes; this skill's regression-test gate assumes pytest
- Key boundary: end of Step 2 — reproduction test written and failing, before Step 3 code edits.
- Second boundary: end of Step 3 — fix applied and regression test passing, before Step 4 review stack.
- Preserve at boundary 1: dev-dir, regression test path, root cause summary, plan-file, --keep items.
- Preserve at boundary 2: dev-dir, changed files list, test outcomes, regression test path.
Agent Resolution
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
_DEV_SHARED=$(python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/dev_shared_resolve.py" 2>/dev/null) # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
echo "$_DEV_SHARED" > "${TMPDIR:-/tmp}/dev-shared-${CSID}" # cold resolve — every later block warm-reads this
# loads: compaction-contract.md
cat "$_DEV_SHARED/agent-resolution.md"
Contains: foundry check + fallback table. If foundry not installed: substitute each foundry:X with general-purpose per table. Agents this skill uses: foundry:sw-engineer, foundry:qa-specialist (conditional — outcome C only), foundry:challenger.
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/task-hygiene.md"
Project Detection
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/runner-detection.md"
Sets $TEST_CMD (full suite) and $PYTEST_CMD (pytest flags). Run at skill start.
Language preflight gate: apply §Language preflight gate from runner-detection.md (loaded above) — sets NON_PY and runs the abort/continue question.
Optional --plan <path>: if $ARGUMENTS contains --plan <path> (at any position), read plan file first. Extract Affected files, Risks, Suggested approach — use to populate Step 1 analysis instead of cold codebase exploration. Skip agent feasibility re-check (already done in /develop:plan). Store plan path as PLAN_FILE.
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/preflight-helpers.md"
Execute --plan path extraction; sets $PLAN_FILE.
Checkpoint init: creates .developments/<TS>/ and captures path. Write checkpoint.md inside $DEV_DIR. After each major step (1, 2, 3, 4), append step: N — completed to $DEV_DIR/checkpoint.md. On skill start, check for existing .developments/*/checkpoint.md — offer resume from last completed step if found.
# timeout: 5000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
DEV_DIR=$(python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/dev_run_dir.py" 2>/dev/null)
echo "$DEV_DIR" > "${TMPDIR:-/tmp}/dev-fix-dev-dir-${CSID}"
Fix Mode
Optional --diagnosis <path>: if provided (from preceding /develop:debug session), read diagnosis file first. Skip Step 1 codebase analysis — root cause, suspect files, and evidence pre-populated from diagnosis file. Challenger gate still applies: proceed from pre-populated root cause through challenger gate, then to Step 2. Do NOT skip challenger gate — it reviews fix approach, not just root cause discovery.
DIAG_FILE=$(python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/diagnosis_parse.py" "$ARGUMENTS" 2>&1) || { echo "$DIAG_FILE"; exit 1; } # timeout: 5000
Diagnosis file format: see /develop:debug Final Report section for canonical field definitions (Root Cause, Suspect Files, Evidence).
Flag parsing
Parse flags into actual shell variables (not prose) so downstream blocks see correct values. Persist to temp files for cross-block access (bash state lost between Bash() calls):
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
KEEP_ITEMS=""
if [[ "$ARGUMENTS" =~ --keep[[:space:]]\"([^\"]+)\" ]]; then
KEEP_ITEMS="${BASH_REMATCH[1]}"
fi
echo "$KEEP_ITEMS" > "${TMPDIR:-/tmp}/dev-fix-keep-items-${CSID}"
rm -f .temp/state/skill-contract.md # timeout: 5000
# timeout: 10000
python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/dev_parse_args.py" \
--skill fix --write-files "$ARGUMENTS"
Downstream blocks read back, e.g. IFS= read -r TEAM_MODE < "${TMPDIR:-/tmp}/dev-team-mode-${CSID}" 2>/dev/null || TEAM_MODE=false.
Worktree isolation
loads: worktree-isolation.md
When --worktree set, offload the whole run into an isolated git worktree — before codemap resolve or any edit, so codemap scans + all mutations land in the worktree (per-worktree ephemeral index; parallel runs never share one index).
# timeout: 5000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r WORKTREE_ENABLED < "${TMPDIR:-/tmp}/dev-fix-worktree-${CSID}" 2>/dev/null; [ "$WORKTREE_ENABLED" = "true" ] || WORKTREE_ENABLED=false
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/worktree-isolation.md"
WORKTREE_ENABLED=true → follow §Enter (call EnterWorktree, warm-start codemap). Else skip — run in main tree. Remember the branch for §Exit at Final Report.
Codemap resolve — CODEMAP_RAW already written to ${TMPDIR:-/tmp}/dev-fix-codemap-${CSID} by flag-parsing block above (via dev_parse_args.py --skill fix --write-files). Read it back, then normalize via codemap_resolve.py:
# timeout: 5000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
CODEMAP_ENABLED=$(python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/dev_codemap_gate.py" fix) || exit 1
# codemap: integrated-via-shared
loads: codemap-gates.md
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/codemap-gates.md"
Follow Gate A and Gate B.
Unsupported flag check — after all supported flags extracted, scan $ARGUMENTS for remaining --<token> tokens not in the supported list below. If found: print ! Unknown flag(s): `--<token>`. Supported: `--plan`, `--team`, `--worktree`, `--diagnosis`, `--no-challenge`, `--challenge`, `--codemap`, `--no-codemap`, `--accept-no-plan`, `--semble`, `--repo`, `--keep`. then invoke AskUserQuestion — (a) Abort (stop, re-invoke with correct flags) · (b) Continue ignoring (skip unknown flags, proceed). On Abort: stop.
Preflight — if CODEMAP_ENABLED=true:
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/preflight-helpers.md"
Execute codemap + semble preflight if respective flags set.
Team Mode Branch
If TEAM_MODE=true: execute team workflow now — do not proceed to Step 1.
loads: team-mode.md — gated; ~90% of runs (
--teamabsent) skip the load entirely
# timeout: 5000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r TEAM_MODE < "${TMPDIR:-/tmp}/dev-team-mode-${CSID}" 2>/dev/null || TEAM_MODE=false
[ "$TEAM_MODE" = "true" ] && cat "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/skills/fix/modes/team-mode.md"
TEAM_MODE=true → execute the loaded protocol now, then continue at Step 2 (regression test). TEAM_MODE=false → nothing was loaded; skip to Step 1.
Step 1: Understand the problem
Gather all available context about bug:
Argument type detection: if
$ARGUMENTSis positive integer (or prefixed with#, e.g.#123), treat as GitHub issue number and fetch withgh issue view. If text (contains spaces, letters, or special chars), treat as symptom description.
# timeout: 6000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/dev_issue_fetch_wrap.py" fix "$ARGUMENTS"
Cross-repo adaptation (when REPO_NAME set) — issue was filed against a different codebase. After fetching issue, analysis must:
- Understand bug's root cause intent from issue body — not just symptoms or described fix (which may reference upstream structure)
- Locate equivalent bug in LOCAL codebase — run Grep for relevant symbols/patterns; code paths may differ due to divergence
- Treat upstream issue as context, not prescription — implement fix appropriate to local structure
If error message or pattern provided: use Grep tool (pattern <error_pattern>, path .) to search codebase for failing code path.
<test_path> is a substitution token — resolve failing test file/node (from $ARGUMENTS or fetched issue) into TEST_PATH before running; bash reads a literal <...> as stdin redirect. Redirect order is >file 2>&1 (stdout to file, then stderr onto stdout) — reverse 2>&1 >file loses stderr to terminal.
# timeout: 600000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r PYTEST_CMD < "${TMPDIR:-/tmp}/dev-pytest-cmd-${CSID}" 2>/dev/null || PYTEST_CMD=""
TEST_PATH="" # REPLACE with the resolved failing test file/node before running this block — do not leave empty
if [ -z "$PYTEST_CMD" ] || [ -z "$TEST_PATH" ]; then
echo "! Cannot run reproduction: PYTEST_CMD or TEST_PATH unresolved — resolve TEST_PATH from \$ARGUMENTS/issue before running"
else
$PYTEST_CMD --tb=long "$TEST_PATH" -v >"${TMPDIR:-/tmp}/pytest-out.txt-${CSID}" 2>&1; PYTEST_EXIT=$?; tail -40 "${TMPDIR:-/tmp}/pytest-out.txt-${CSID}"; [ $PYTEST_EXIT -ne 0 ] && echo "PYTEST FAILED (exit $PYTEST_EXIT)"
fi
Codemap route and target derivation — resolve CODEMAP_QUERY_KIND before loading codemap-context.md. Use skip when the request supplies the exact file/symbol for a localized edit and no caller, dependency, blast-radius, test-impact, or coupling fact remains unresolved. Use callers, blast, dependencies, test-impact, coupling, or central for one matching unresolved fact; use standard when the affected surface is not yet bounded or needs symbol/import context. An explicit structural/tool request overrides skip. User may pass an explicit suspect as module.path::function:
# timeout: 5000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
CODEMAP_QUERY_KIND="" # REPLACE with the route decision above before running; empty fails safe to standard
if [[ "$ARGUMENTS" == *"::"* ]]; then
_QNAME=$(printf '%s\n' "$ARGUMENTS" | grep -oE '[A-Za-z_][A-Za-z0-9_.]*::[A-Za-z_][A-Za-z0-9_]*' | head -1)
TARGET_MODULE="${_QNAME%%::*}"
TARGET_FN="${_QNAME##*::}" # bare fn — codemap-context.md builds module::fn
TARGET_QUALIFIED="$_QNAME"
else
TARGET_MODULE=""
TARGET_FN="" # suspect unknown until Step 1 — auto-derive below
TARGET_QUALIFIED=""
fi
if [ -z "$CODEMAP_QUERY_KIND" ]; then
CODEMAP_QUERY_KIND="standard"
echo "! CODEMAP_QUERY_KIND unresolved — using standard structural context"
fi
export CODEMAP_QUERY_KIND TARGET_MODULE TARGET_FN TARGET_QUALIFIED
echo "$CODEMAP_QUERY_KIND" > "${TMPDIR:-/tmp}/dev-fix-codemap-query-kind-${CSID}"
echo "$TARGET_MODULE" > "${TMPDIR:-/tmp}/dev-fix-target-module-${CSID}"
echo "$TARGET_FN" > "${TMPDIR:-/tmp}/dev-fix-target-fn-${CSID}"
echo "$TARGET_QUALIFIED" > "${TMPDIR:-/tmp}/dev-fix-target-qualified-${CSID}"
If CODEMAP_ENABLED=true or SEMBLE_ENABLED=true:
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/codemap-context.md"
Follow enabled sections (codemap block if CODEMAP_ENABLED, semble companion if SEMBLE_ENABLED). Skip entirely if both flags false.
Spawn foundry:sw-engineer agent to analyze failing code path and identify:
- Root cause — what wrong and why (not just symptom)
- Entry point to failure — which modules does call cross?
- State mutation — what state changed along way?
- Invariant violated — what condition broke at failure point?
- Minimal code surface needing change — exact files and functions
- Related code possibly affected by fix — blast radius
- Recent commits touching this path (from git log output, if provided)
Direct-caller impact — when CODEMAP_ENABLED=true and TARGET_FN was NOT supplied via $ARGUMENTS, derive suspect qualified name from sw-engineer Step 1 finding (module/function it named as minimal code surface), then run fn-rdeps for direct callers — benchmarked far cheaper than a plain caller walk (94k vs 1M+ tokens, +40pp accuracy). This block only fires when TARGET_FN was NOT pre-set from args — the pre-set case is already covered by the fn-rdeps/fn-blast queries inside shared codemap-context.md, which ran earlier using the persisted TARGET_MODULE/TARGET_FN:
# timeout: 6000
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r CODEMAP_ENABLED < "${TMPDIR:-/tmp}/dev-fix-codemap-enabled-${CSID}" 2>/dev/null || CODEMAP_ENABLED="false"
IFS= read -r TARGET_FN < "${TMPDIR:-/tmp}/dev-fix-target-fn-${CSID}" 2>/dev/null || TARGET_FN=""
IFS= read -r TARGET_MODULE < "${TMPDIR:-/tmp}/dev-fix-target-module-${CSID}" 2>/dev/null || TARGET_MODULE=""
IFS= read -r TARGET_QUALIFIED < "${TMPDIR:-/tmp}/dev-fix-target-qualified-${CSID}" 2>/dev/null || TARGET_QUALIFIED=""
IFS= read -r DEV_DIR < "${TMPDIR:-/tmp}/dev-fix-dev-dir-${CSID}" 2>/dev/null || DEV_DIR=""
if [ "$CODEMAP_ENABLED" = "true" ] && [ -z "$TARGET_FN" ] && command -v codemap-py >/dev/null 2>&1; then
DERIVED_FN=$(grep -oE '[A-Za-z_][A-Za-z0-9_.]*::[A-Za-z_][A-Za-z0-9_]*' "$DEV_DIR/checkpoint.md" 2>/dev/null | head -1)
if [ -n "$DERIVED_FN" ]; then
TARGET_QUALIFIED="$DERIVED_FN"
TARGET_MODULE="${DERIVED_FN%%::*}"
TARGET_FN="${DERIVED_FN##*::}" # bare fn — keep consistent with the arg-supplied path
export TARGET_FN TARGET_MODULE TARGET_QUALIFIED
codemap-py query --timeout 5 fn-rdeps "$TARGET_QUALIFIED" --exclude-tests 2>/dev/null \
| tee "$DEV_DIR/fn-rdeps-output.txt" || true
fi
fi
Derived qualified name comes from whatever Step 1 recorded in
$DEV_DIR/checkpoint.md(write suspect there asmodule::functionwhen you appendstep: 1 — completed). No suspect inmodule::functionform recorded → skip silently;centralbaseline already ran.
Cannot-reproduce gate: if sw-engineer unable to identify root cause, traceback, or any failing test, invoke AskUserQuestion — do NOT proceed to Step 2 with no reproduction path:
- question: "Cannot confirm root cause from available information. How to proceed?"
- (a) Use
/develop:debug— investigate interactively first - (b) Provide additional context — user pastes traceback, logs, or minimal reproduction; after user replies, re-run Step 1 analysis with new context in same session (DMI: cannot wait for next invocation; apply additional context inline)
- (c) Use
/foundry:investigate(requires foundry plugin) — for production incidents with no CI trace Stop until user provides option (b) context or selects a redirect.
If root cause not definitively established after analysis, surface assumptions before proceeding:
ASSUMPTIONS I'M MAKING:
- [assumption about root cause]
- [assumption about affected scope] -> Correct me now or I'll proceed with these.
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/premise-grounding.md"
§Premise Grounding Gate. Apply using fix context from Skill contexts table.
Scope gate: if root cause spans 3+ modules, flag complexity smell — options: "Narrow scope (Recommended)" / "Proceed anyway". When the plan-inline gate below will also fire (medium/large classification), do NOT open a separate window: defer this question and ask it in the SAME AskUserQuestion call as plan-inline's Proceed/Stop/Abort menu (both menus verbatim, two questions, one call — the two gates test overlapping "this is big" conditions back-to-back). Plan-inline not firing → single-question call here as usual.
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED="" # timeout: 5000
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
cat "$_DEV_SHARED/plan-inline.md"
§Inline Plan Generation Protocol. Apply using fix context from Skill contexts table. On proceed: set PLAN_FILE=<path>; continue to Step 2. On small complexity or ACCEPT_NO_PLAN=true: skip and continue to Step 2.
Challenger gate
Decision — three states (default is NOT "skip": it runs on substantial fixes and auto-skips only small ones):
--no-challenge(CHALLENGE_ENABLED=false) → skip gate entirely, any size.- else
--challenge(IFS= read -r CHALLENGE_FORCED < "${TMPDIR:-/tmp}/dev-challenge-forced-${CSID}" 2>/dev/null || CHALLENGE_FORCED=false=true) → always run, even on a small fix. - else default → run when fix is substantial (multi-file, ≳50 lines, or touches public API); auto-skip when small (single file, ≲50 lines, no API change) — challenger adds little on trivial fixes.
Both flags exist because they cover opposite regimes: --no-challenge suppresses gate on substantial fixes where it would otherwise fire; --challenge forces it on small fixes where it would otherwise auto-skip.
Spawn foundry:challenger with root cause analysis from Step 1 (root cause, blast radius, assumptions, approach):
"Review root cause analysis and proposed fix approach. Challenge across all 5 dimensions: Assumptions, Missing Cases, Security Risks, Architectural Concerns, Complexity Creep. Apply mandatory refutation step."
Parse result:
- Blockers found → STOP. Present findings. Do not proceed to Step 2 until user resolves each blocker or explicitly accepts risk.
- Concerns only → surface as advisory; continue.
- No findings / all refuted → proceed.
Step 2: Reproduce the bug
(Use Glob tool — pattern: **/test_*.py — to discover test directories if <test_dir> unknown; check pyproject.toml [tool.pytest.ini_options] testpaths first)
Part A — Test archaeology (before writing anything new)
-
Search for existing tests covering broken behavior:
grep -r "<broken_symbol_or_error>" tests/ --include="*.py" -l grep -r "#<issue_number>" tests/ --include="*.py" -lRun any candidate tests found to see if they currently pass or fail:
python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/pytest_gate.py" "$PYTEST_CMD" <candidate_test_file>::<candidate_test_name> # timeout: 120000 -
For each candidate test found — critically assess coverage quality:
- Does it exercise exact failing path (correct inputs, correct assertions)?
- Or is it a weak test — broad mocking, trivially happy-path, partial assertion — that deflected the problem rather than caught it?
-
Three outcomes from archaeology:
- A: Existing test fails already → captures bug; use as-is; proceed to Step 3
- B: Existing test passes but is weak (deflected problem) → fix existing test to properly reproduce; do NOT write new test; gate: test must fail after fix
- C: No relevant test found → write new test (proceed to Part B)
Surface archaeology verdict before any writing:
Found:
[test path or "none"]— verdict:[captures / weak-deflected / no test]
Part B — Write new reproduction test (only when outcome C)
Spawn foundry:qa-specialist agent (outcome C only — no existing tests found) to write two reproduction tests:
Spawn with context:
- Bug description: [symptom from $ARGUMENTS or issue]
- Failing output: [exact error/traceback captured in Step 1]
- Suspect files: [files identified by sw-engineer in Step 1]
- Expected behaviour: [what should happen]
- Actual behaviour: [what currently happens]
Path 1 — Full user flow (integration demo)
- Exercises complete user-reported scenario end-to-end
- No mocking of broken subsystem — real execution
- Confirms user-reported problem fully resolved
- Name:
test_<bug>_user_flowortest_<bug>_integration - Lives in
tests/integration/or alongside existing integration tests
Path 2 — Targeted unit test (fast iteration)
- Minimal scope: isolates root cause directly
- Mock external dependencies; only broken unit under test is real
- Designed for quick re-run during fix iteration (sub-second)
- Name:
test_<bug>_unitortest_<bug>_regression - Lives next to broken module's existing unit tests
- Use
pytest.mark.parametrizeif bug affects multiple input patterns - Add brief comment linking to issue if applicable (e.g.,
# Regression test for #123)
When to skip Path 1: if bug purely internal (no user-facing flow exists), document why and proceed with Path 2 only.
Both tests must fail against current code before proceeding. Check exit codes for each independently:
# timeout: 600000
$PYTEST_CMD --tb=short tests/integration/<test_file>::test_<bug>_user_flow -v
GATE_P1=$?
[ $GATE_P1 -eq 0 ] && echo "GATE FAIL (Path 1): test passed — bug not captured" || echo "GATE OK (Path 1): failed as expected (exit $GATE_P1)"
$PYTEST_CMD --tb=short <unit_test_file>::test_<bug>_unit -v
GATE_P2=$?
[ $GATE_P2 -eq 0 ] && echo "GATE FAIL (Path 2): test passed — bug not captured" || echo "GATE OK (Path 2): failed as expected (exit $GATE_P2)"
If either gate exit is 0: stop. Bug not reproduced on that path. Do not apply fix. DMI skill — stop enforced via bash gate check:
# timeout: 3000
if [ "${GATE_P1:-0}" -eq 0 ] || [ "${GATE_P2:-0}" -eq 0 ]; then
echo "! GATE FAIL: one or more reproduction tests passed — bug not captured; cannot apply fix against unverified bug"
exit 1
fi
Outcome B gate (weak test fixed path): after fixing existing test, run it to confirm it now fails:
$PYTEST_CMD --tb=long <existing_test_file>::<existing_test_name> -v 2>&1 | tail -30; GATE_EXIT=${PIPESTATUS[0]} # timeout: 30000
[ $GATE_EXIT -eq 0 ] && echo "GATE FAIL: fixed test still passes — weak test not corrected; revisit" || echo "GATE OK: fixed test fails as expected (exit $GATE_EXIT)"
Outcome B failure-mode verification: scan traceback output above for expected error string from reported symptom. If traceback does NOT contain a recognizable match to reported bug symptom, surface: ⚠ Test fails but failure mode may differ from reported symptom — verify the test captures the actual bug before proceeding.
Review: Validate the reproduction
Before applying fix, critically evaluate reproduction test(s):
- Correct failure mode: fails for right reason (actual bug), not setup issue?
- Isolation: exercises exactly broken behavior, not too broadly?
- Minimal reproduction: smallest test demonstrating failure?
- Parametrization: key variants covered if bug spans multiple input patterns?
- Archaeology honesty: if outcome B (weak test fixed), is test now harder to pass? Does it catch actual failure mode?
If issue found: revise test(s) before applying fix. Flawed reproduction = fix validated against wrong criteria.
# boundary 1: after reproduction, before edit (compaction-contract.md)
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_DIR < "${TMPDIR:-/tmp}/dev-fix-dev-dir-${CSID}" 2>/dev/null || _DEV_DIR=""
IFS= read -r _PLAN_FILE < "${TMPDIR:-/tmp}/dev-plan-file-${CSID}" 2>/dev/null || _PLAN_FILE=""
IFS= read -r _KEEP < "${TMPDIR:-/tmp}/dev-fix-keep-items-${CSID}" 2>/dev/null || _KEEP=""
IFS= read -r _PYTEST_CMD < "${TMPDIR:-/tmp}/dev-pytest-cmd-${CSID}" 2>/dev/null || _PYTEST_CMD=""
_PRESERVE="dev-dir=$_DEV_DIR, plan-file=${_PLAN_FILE:-none}, pytest-cmd=$_PYTEST_CMD"
[ -n "$_KEEP" ] && _PRESERVE="$_PRESERVE; user-keep: $_KEEP"
mkdir -p .temp/state # timeout: 5000
{
echo "## Active Skill Contract"
echo "- skill: develop:fix · phase: edit (after reproduction test written)"
echo "- run-dir: $_DEV_DIR"
echo "- preserve: $_PRESERVE"
echo "- next: apply minimal fix (Step 3) → review+quality stack (Step 4)"
} > .temp/state/skill-contract.md
Step 3: Apply the fix
Breaking change gate: before applying fix, assess whether fix introduces a breaking change.
_OSS_SHARED=$(ls -d ~/.claude/plugins/cache/borda-ai-rig/oss/*/skills/_shared 2>/dev/null | sort -V | tail -1)
[ -z "$_OSS_SHARED" ] && _OSS_SHARED=$(ls -d plugins/cc_oss/skills/_shared 2>/dev/null | head -1)
[ -n "$_OSS_SHARED" ] && cat "$_OSS_SHARED/semver-rules.md" || echo "oss plugin absent — semver-rules.md unavailable, use standard SemVer rules"
If oss plugin available (i.e., $_OSS_SHARED non-empty), use semver-rules.md above for semver classification guidance; otherwise use standard SemVer rules (BREAKING = major bump, new feature = minor, fix = patch). Breaking change definition: worked before → fails/behaves differently now → no prior warning/shim. If yes — stop, call AskUserQuestion before any edit. State: what worked before, what will break, why this fix approach needed. Proceed only on explicit user confirmation. One question per breaking change; group only when logically one atomic change. Prose question does NOT count — AskUserQuestion mandatory.
Make minimal change to fix root cause:
-
Edit only code necessary to resolve bug
-
Run regression test to confirm now passes:
# timeout: 600000 $PYTEST_CMD --tb=short <test_file>::<test_name> -v -
Run affected tests (prefer targeted over full suite):
Test impact (codemap-py) — derive minimal test set before running anything.
Reuse from diagnosis handoff first — when invoked with
--diagnosis,/develop:debugmay have already run this query and written it into diagnosis file under## Test Impact (codemap-py). Reuse it (one query total across debug→fix) only when still fresh — notstaleand not older than current index:# timeout: 6000 DIAG_FILE=$(python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/diagnosis_parse.py" "$ARGUMENTS" 2>/dev/null) # re-derive — bash state lost between Bash() calls REUSED_PYTEST_CMD="" if [ -n "$DIAG_FILE" ] && grep -q '^## Test Impact (codemap-py)' "$DIAG_FILE" 2>/dev/null; then # extract the fenced JSON block that follows the marker heading _TI_JSON=$(awk '/^## Test Impact \(codemap-py\)/{f=1} f&&/^```json/{g=1;next} f&&/^```/{g=0} g' "$DIAG_FILE") _HANDOFF_AT=$(grep -m1 'index_scanned_at:' "$DIAG_FILE" | sed 's/.*index_scanned_at:[[:space:]]*//') _ROOT=$(git rev-parse --show-toplevel 2>/dev/null); [ -n "$_ROOT" ] || _ROOT="$PWD" PROJ=$(basename "$_ROOT") # raw basename — scanner writes it verbatim, never sanitized _LIVE_AT=$(grep -o '"scanned_at"[[:space:]]*:[[:space:]]*"[^"]*"' "${CODEMAP_INDEX_DIR:-$_ROOT/.cache/codemap}/${PROJ}.json" 2>/dev/null | head -1 | sed 's/.*"\([^"]*\)"$/\1/') case "$_TI_JSON" in *'"stale": true'*|*'"stale":true'*) _TI_STALE=1;; *) _TI_STALE=0;; esac if [ "$_TI_STALE" -eq 0 ] && [ -n "$_HANDOFF_AT" ] && [ "$_HANDOFF_AT" = "$_LIVE_AT" ]; then REUSED_PYTEST_CMD=$(printf '%s' "$_TI_JSON" | grep -o '"pytest_cmd"[[:space:]]*:[[:space:]]*"[^"]*"' | sed 's/.*"\([^"]*\)"$/\1/') echo "→ reusing test-impact from diagnosis handoff (index unchanged): $REUSED_PYTEST_CMD" else echo "→ diagnosis test-impact stale or index moved — re-querying live" fi fiLive query — run only when no fresh handoff result was reused (
REUSED_PYTEST_CMDempty):codemap-py query test-impact "<changed_module::function or bare module>" 2>/dev/null- Reused
REUSED_PYTEST_CMDnon-empty, OR live result non-emptypytest_cmd→ use it instead of full<test_dir>run; surfacenot_coveredcaveat if present - Result empty or
codemap-py queryabsent → fall back to full directory below
Full suite fallback (only when impact query returns empty or unavailable):
# timeout: 600000 $PYTEST_CMD --tb=short <test_dir> -vIf
<test_dir>does not exist or has no tests beyond regression test: run only regression test (already verified in Step 2). Note in Final Report: "No pre-existing test suite found — regression test is sole verification." - Reused
-
If existing tests break: fix has side effects — reconsider approach
# boundary 2: after fix applied, before review stack (compaction-contract.md)
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_DIR < "${TMPDIR:-/tmp}/dev-fix-dev-dir-${CSID}" 2>/dev/null || _DEV_DIR=""
IFS= read -r _PYTEST_CMD < "${TMPDIR:-/tmp}/dev-pytest-cmd-${CSID}" 2>/dev/null || _PYTEST_CMD=""
_CHANGED=$(git diff --name-only HEAD 2>/dev/null | tr '\n' ' ' | sed 's/ *$//')
mkdir -p .temp/state # timeout: 5000
{
echo "## Active Skill Contract"
echo "- skill: develop:fix · phase: review+quality (after fix applied)"
echo "- run-dir: $_DEV_DIR"
echo "- preserve: dev-dir=$_DEV_DIR, changed-files=$_CHANGED, pytest-cmd=$_PYTEST_CMD"
echo "- next: review and close gaps (Step 4) → Final Report"
} > .temp/state/skill-contract.md
Step 4: Review and close gaps
Full review of fix. Loop — review -> fix -> re-review until only nits remain. Max 3 cycles.
Each cycle:
5-axis quality scan — before full criteria evaluation, assess fix on each axis:
- Correctness: addresses root cause (not symptom)? Edge cases covered?
- Readability: comprehensible without surrounding bug context?
- Architecture: fits existing patterns? New coupling introduced?
- Security: bug path touch input handling, auth, or data? If yes, addressed?
- Performance: fix introduce loops, queries, or calls in hot path?
Use scan to prioritize which criteria below get deepest scrutiny.
-
Evaluate against all criteria:
- Root cause: fix addresses actual root cause, not just symptom
- Minimality: smallest change resolving bug; no collateral edits
- Regression test quality: test precisely isolates bug (fails before fix, passes after)
- Side effects: full suite passes without new failures or unexpected warnings
-
For every gap found: implement fix immediately — tighten patch, remove collateral edits, adjust test. Return to Step 3 for gap requiring re-examining fix approach.
-
Re-run test suite:
python "${CLAUDE_PLUGIN_ROOT:-plugins/cc_develop}/bin/run_pytest_short.py" "$PYTEST_CMD" <test_dir>; PYTEST_EXIT=$?; [ $PYTEST_EXIT -ne 0 ] && echo "PYTEST FAILED (exit $PYTEST_EXIT)" # timeout: 600000 -
Adjacent bugs (observation only): scan for similar patterns; document in Follow-up — do not fix here, avoids scope creep.
-
Objective convergence check: if findings this cycle identical to previous cycle (same locations, same issues), declare convergence and exit — further cycles won't resolve; surface to user instead.
-
Only nits remain: document in Follow-up, exit loop.
-
Substantive gaps remain: start next cycle (max 3 total).
After 3 cycles: if substantive issues remain, stop — surface to user before proceeding.
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}"
IFS= read -r _DEV_SHARED < "${TMPDIR:-/tmp}/dev-shared-${CSID}" 2>/dev/null || _DEV_SHARED=""
[ -z "$_DEV_SHARED" ] && _DEV_SHARED="plugins/cc_develop/skills/_shared"
_SHARED="$_DEV_SHARED" # foundry--quality-stack.md loads its siblings from $_SHARED — this plugin's own _shared
cat "$_DEV_SHARED/foundry--quality-stack.md"
Execute Branch Safety Guard, Quality Stack, Codex Pre-pass, Progressive Review Loop, and Codex Mechanical Delegation steps. foundry--quality-stack.md ships in this plugin's own _shared (propagated foundry canonical, source-plugin prefix), so it is always present — absence means a broken install, not a missing optional dependency.
Final Report
## Fix Report: <bug summary>
### Root Cause
[1-2 sentence explanation of what was wrong and why]
### Regression Test
- File: <test_file>
- Test: <test_name>
- Confirms: [what behavior the test locks in]
- Disposition: keep if a test runner auto-discovers this file; otherwise add to Follow-up as a cleanup candidate
### Changes Made
| File | Change | Lines |
| --- | --- | --- |
| path/to/file.py | description of fix | -N/+M |
### Test Results
- Regression test: PASS
- Full suite: PASS (N tests)
- Lint: clean
### Follow-up
- [any related issues or code that should be reviewed]
- [if no test runner: `rm <test_file>` — no test suite will re-execute it; it served the gate, now expendable. **Exception**: if test was introduced in this session and is definitively wrong, delete it. Never delete pre-existing regression tests — they represent captured behavior that predates this session.]
## Confidence
**Score**: 0.N — [high ≥0.9 | moderate 0.85–0.9 | low <0.85 ⚠]
**Gaps**:
- [e.g., could not reproduce locally, partial traceback only, fix not runtime-tested]
**Refinements**: N passes.
Worktree exit — if WORKTREE_ENABLED=true: follow worktree-isolation.md §Exit — capture branch, call ExitWorktree(action="keep"), append the Worktree block (path · branch · merge hint) to the report. Never auto-merge, never remove.
rm -f .temp/state/skill-contract.md # clear contract — skill complete (compaction-contract.md §Lifecycle) # timeout: 5000
Anti-Rationalizations
| Temptation | Reality |
|---|---|
| "I already know root cause from symptom" | Assumptions without verification fix wrong bug. Read code path first. |
| "Regression test can wait — add after fix" | Fix without failing test = unverifiable. Test proves bug existed. |
| "Clean up nearby code while here" | Scope creep produces side effects, obscures fix. Touch only root cause. |
| "Targeted test passes — sufficient" | Targeted test shows bug fixed; full suite shows nothing else broke. Both required. |
| "Fix obvious — Step 1 analysis overkill" | Obvious causes often symptoms. Analysis reveals actual root cause and blast radius. |
Frequently asked questions
What to verify before installation and use
What does the fix source document cover?
bash export CSID="${CLAUDECODESESSIONID:-$PPID}" DEVSHARED=$(python "${CLAUDEPLUGINROOT:-plugins/ccdevelop}/bin/devsharedresolve.py" 2/dev/null) timeout: 5000 [ -z "$DEVSHARED" ] && DEVSHARED="plugins/ccdevelop/skills/shared" echo "$DEVSHARED" "${TMPDIR:-/tmp}/dev-shared-${CSID}…
How do I install fix?
The source record exposes this install command: npx skills add https://github.com/Borda/AI-Rig --skill "plugins/cc_develop/skills/fix". Inspect the command and pinned source before running it.
Which permission-related actions were detected?
Static rules flagged read-files, exec-script in the source; the page lists the matching lines and excerpts.
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