fixlisted
Install: claude install-skill Borda/AI-Rig
<objective>
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:debug` first (requires `codex` plugin for CI log analysis)
- 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:feature` for new frontend work or direct editing for surgical CSS/JS fixes; this skill's regression-test gate assumes pytest
</objective>
<workflow>
<!-- Agent Resolution: resolved at runtime via $_DEV_SHARED; source at plugins/develop/skills/_shared/agent-resolution.md -->
## Agent Resolution
```bash
_PATHS=$(python "${CLAUDE_PLUGIN_ROOT:-plugins/develop}/bin/dev_shared_resolve.py" --foundry 2>/dev/null) # timeout: 5000
_DEV_SHARED=$(echo "$_PATHS" | head -1)
_FOUNDRY_SHARED=$(echo "$_PATHS" | tail -1)
```
Read `$_DEV_SHARED/agent-resolution.md`. Contains: foundry check + fallback table. If foundry not installed: use table to substitute each `foundry:X` with `general-purpose`. Agents this skill uses: `foundry:sw-engineer`, `foundry:qa-specialist` (conditional — outcome C only), `foundry:challenger`.
## Anti-Rationalizations
| Temptation | R