name: find-and-fix-bugs description: Find, triage, and fix bugs with or without user input. Autonomously scan codebases, produce an issues list, implement a fix, create a fix branch, commit via semantic-commit, and open a PR with gh.
Find and Fix Bugs
Contract
Prereqs:
- Run inside the target git repo.
-
rgavailable onPATHfor codebase scanning. -
gitandghavailable onPATH, andgh auth statussucceeds.
Inputs:
- Optional bug report (repro steps, expected vs actual, environment); otherwise autonomous discovery.
Outputs:
- An issues list (per
references/ISSUES_TEMPLATE.md), a fix branch, commits, and a GitHub PR. - After PR creation, return to the original branch (leave the fix branch intact for follow-ups).
Exit codes:
- N/A (multi-command workflow; failures surfaced from underlying commands)
Failure modes:
- Cannot reproduce or insufficient input to confirm impact (record as uncertainty rather than guessing).
- High-risk changes (auth/billing/migrations) should halt or be skipped per guardrails.
- Missing tooling (
rg/git/gh) or insufficient repo permissions.
Setup
- Record the starting branch/ref (for return after PR creation):
start_ref="$(git symbolic-ref --short HEAD 2>/dev/null || git rev-parse --short HEAD)"
Trigger
Use this skill when the user asks to find or fix bugs, or when no concrete issue is provided and you are asked to proactively discover issues.
Intake rules
- If the user provides a bug report: ensure reproduction steps, expected vs actual, and environment. Ask only for missing details.
- If the user provides no input: do not ask; proceed autonomously.
Discovery
- Scope scanning to tracked files only (ignore untracked files).
- Use
rgto scan for bug-prone patterns (TODO, FIXME, BUG, HACK, XXX, panic, unwrap, throw, catch, console.error, assert). - Exclude generated, vendor, or codegen directories when present (node_modules, dist, build, vendor, .git, gen, generated, codegen).
- Keep scan rules general; do not add repo-specific patterns.
- Do not rely on grep results alone; use LLM analysis to confirm plausibility and impact.
- Produce an issues list using
references/ISSUES_TEMPLATE.md. - Use the ID format
PR-<number>-BUG-###(example:PR-128-BUG-001). If the PR number is not known yet, usePR-<number>as a placeholder and update after PR creation. - For project-specific skills, consider adding a minimal repro script requirement; see
references/REPRO_GUIDE.md.
Context window management
- Prioritize scanning changed files and adjacent code before wider searches.
- If
rgresults are large, process in batches (for example: 20-50 hits per batch). - Stop after enough high-confidence issues are identified to proceed with a fix.
Selection
- If user input exists, fix that issue.
- If autonomous, fix the single most severe or highest-confidence issue.
- Only fix multiple issues when they share the same root cause and the diff remains small.
- Severity levels are fixed: critical, high, medium, low.
Severity rubric
- critical: security exploit, auth bypass, data loss/corruption, or production outage
- high: frequent crash, major feature broken, or incorrect core outputs
- medium: incorrect behavior with workaround, edge cases, or performance regression
- low: minor bug, UX issue, or noisy logs without functional impact
Confidence rubric
- high: clear reproduction or strong evidence, root cause identified, fix is validated
- medium: likely issue with partial evidence, root cause inferred, fix is plausible
- low: speculative issue, weak evidence, or no repro path
High-risk guardrails
- Do not auto-fix changes involving auth, permission/authorization, payment/billing, migration, or infrastructure/deployment.
- If autonomous and the top issue is high-risk, record it and move to the next eligible issue. If all issues are high-risk, stop after reporting.
Fix workflow
- Create a new branch:
fix/<severity>-<slug>using the fixed severity levels. - Implement the fix with minimal scope; avoid refactors.
- Add or update tests when possible; set up the repo’s test/build environment per its docs, then run lint/test/build commands (see Validation commands fallback). Treat validation as a gate: if validation fails, do not commit/open a PR; follow Retry policy.
- Update the issues list with status.
Validation commands
- Prefer the repo’s documented commands (README/DEVELOPMENT/CONTRIBUTING/CI). Use the below as fallback heuristics.
- package.json scripts:
lint,test,build(npm, pnpm, yarn, or bun) - Makefile targets:
lint,test,build - Justfile targets:
lint,test,build - Taskfile targets:
lint,test,build - Language defaults when applicable:
go test ./...,pytest,cargo test,mvn test,gradle test,dotnet test
Retry policy
- If validation fails, fix based on error output and retry up to 2 times.
- After 2 failed attempts, stop and report the failure with the last error output.
Commit
- Use
semantic-commit-autostagefor end-to-end automation (it stages changes); usesemantic-commitonly when the user has explicitly staged a reviewed subset. - Prefer a single commit unless there is a clear reason to split.
PR
- Use
gh pr createand write the body usingreferences/PR_TEMPLATE.md. - Set the PR title to the primary issue or a short summary of the fix. Do not reuse the commit subject. Capitalize the first word.
- Replace the first H1 line in
references/PR_TEMPLATE.mdwith the same PR title. - The PR must include:
- Problem description (expected vs actual, impact)
- Reproduction steps (or why repro is not feasible)
- Issues found (including those not fixed)
- Fix approach
- Testing results or "not run"
- Include the issues list in the PR body.
- Use
$CODEX_HOME/skills/automation/find-and-fix-bugs/scripts/render_issues_pr.sh --pr(or--issues) to generate templates quickly. - After the PR is created, return to the original branch/ref:
git switch "$start_ref"(orgit switch -if you stayed on the fix branch the whole time).
Output and clarification rules
- Use
references/ASSISTANT_RESPONSE_TEMPLATE.mdas the response format. - The response must include, in order:
- Issues list
-
git-scopeoutput - Tests run (commands and results)
- PR link
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Skill Details
GitHub Stars
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GitHub Forks
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Created
Jan 2026
Last Updated
4 months ago
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