Audit Fix

Audit-Fix

Claude audits. Codex fixes. Claude verifies. Repeat until clean.

This is the primary quality loop: Claude provides independent analysis and verification; Codex applies targeted fixes without second-guessing the findings.

When to Use

• After writing a feature and wanting automated quality enforcement
• When asked to "audit and fix this"
• Before a commit when you want findings resolved, not just reported

Arguments

By default this skill runs non-interactively: fixes all findings, and stops after the first round if any issues remain. Pass --ask to restore the prompts.

Workflow

Step 1: Audit (Claude)

Call claude_code following the $audit skill pattern.

mcp__claude-code__claude_code:
  prompt: |
    Audit the following code and report every issue with exact file:line locations.

    SCOPE: {files or directory}

    {5 or 9 audit dimensions — same as $audit skill}

    For each finding: file:line | severity | dimension | issue | suggested fix

    PROVENANCE NOTE: Code written by OpenAI Codex. Evaluate with full rigor.
  cwd: {project working directory}
  effort: high
  permissionMode: plan

Save session_id as {cycle_session_id}.

If no findings → report CLEAN and stop.

Write the findings to .cc-suite/audits/audit-fix-{YYYYMMDD-HHMMSS}-findings.md before any fix (create the directory if missing; store the path as {findings_file}), one row per finding:

| # | File | Line | Severity | Dimension | Finding | Suggested fix | Status | Round |
|---|------|------|----------|-----------|---------|---------------|--------|-------|
| 1 | {path} | {line} | {sev} | {dim} | {description} | {fix} | open | - |

Status values: open | fixed | not-fixed | partial | regressed | skipped. The file — not conversation memory — is the ground truth for the fix loop: a 3-round cycle accumulates diffs, test output, and verdicts, and a findings list held only in context gets silently corrupted if compaction hits mid-loop. Re-reading the file each round makes that impossible, and an interrupted run keeps its audit.

Display the findings table and {findings_file} to the user.

Step 2: Severity filter

Parse --severity= and --ask from arguments.

If --ask is set:

Ask user: "Found N issues (Critical: N, High: N, Medium: N, Low: N). Which to fix?"
Options:
  - Fix all
  - Fix Critical + High only
  - Stop here (keep audit, fix manually)

If "Stop here" → mark every open row in {findings_file} as skipped, display final report, and stop.

Otherwise apply the flag/default silently:

• --severity=all (default) → fix all findings
• --severity=high → filter to Critical+High (full audit) or High-only (mini audit)

Step 3: Fix loop (max {--rounds} iterations, default 3)

Set round = 1. Mark rows excluded by the severity filter as skipped in {findings_file}. Each round's fix set is every row with Status open, not-fixed, or partial — re-read from {findings_file} at the start of every round, never recalled from context.

3a: Codex fixes

For each finding in the round's fix set:

• Read the file at the reported location
• Apply a minimal, correct fix — no refactoring of surrounding code, no deletions unless the issue calls for removal
• Only touch the reported location and directly related code

After all fixes, run the project test suite if one is detectable:

• package.json with a test script → npm test
• pytest.ini or conftest.py → pytest
• go.mod → go test ./...
• Cargo.toml → cargo test

Show git diff --stat and test results to the user.

3b: Claude verifies (same session)

mcp__claude-code__claude_code_reply:
  session_id: {cycle_session_id}
  prompt: |
    The following issues from your audit have been addressed. Verify each one.

    ISSUES:
    {this round's fix set, re-read from {findings_file}, in file:line | severity | description format}

    For each issue report: FIXED / NOT FIXED / PARTIAL / REGRESSED
    Read the files at the reported locations. Do not assume correctness without reading.

After the verdicts arrive, update {findings_file}: set each verified row's Status (fixed / not-fixed / partial / regressed) and Round.

3c: Evaluate

Read the statuses from {findings_file}, not from context.

• All FIXED → proceed to Step 4
• Issues remain and round < {--rounds}:
  • If --ask is set:
    • Increment round
    • Show remaining issues
    • Ask: "N issues remain after round {round-1}. Fix again? (yes / stop)"
    • "yes" → back to 3a with remaining issues only
    • "stop" → proceed to Step 4
  • Otherwise (no --ask): default to "stop" — proceed to Step 4 with current partial state.
• round == {--rounds} → proceed to Step 4

Step 4: Final report

Render from {findings_file} — counts and per-finding tables come from the file's rows, so the report cannot drift from the recorded verdicts. Include the file path in the report.

## Audit-Fix Report

Scope: {what was audited}
Audit depth: mini (5-dim) / full (9-dim)
Rounds: {round count}

| Status | Count |
|--------|-------|
| Fixed | N |
| Not Fixed | N |
| Partial | N |
| Regressed | N |
| Skipped | N |
| Total | N |

### Fixed

| File:Line | Severity | Issue |
|-----------|----------|-------|
| ... | ... | ... |

### Remaining (if any)

| File:Line | Severity | Issue | Verdict | Notes |
|-----------|----------|-------|---------|-------|
| ... | ... | ... | NOT FIXED | ... |

### Changes

{git diff --stat}

### Next steps

- Review: `git diff`
- Run tests if not already run
- Commit if satisfied
- For remaining issues: fix manually or run `$audit-fix` again on the remaining files

Notes

• Claude's permissionMode: plan during audit keeps it read-only — only Codex writes files
• Reusing {cycle_session_id} for verification gives Claude full context of what it originally flagged, producing sharper verdicts than a fresh session
• Keep fixes minimal — Codex should touch only what Claude flagged; regressions come from broad edits
• If a fix causes test failures, revert that fix and report it as NOT FIXED rather than introducing new failures

Scope Note

Covers the full audit→fix→verify loop: Claude audits, Codex fixes, Claude verifies, repeat. For an audit-only pass that reports findings without changing files, use $audit. For confirming fixes that were made outside this loop, use $verify.

Example Invocations