PR Review + CI Auto-Fix

SkillMonitoring & ops

This skill lets your AI review pull requests and fix failing CI checks on GitHub or GitLab. It reads the code changes, pulls the logs from failing jobs, and posts review comments. When a check fails, it commits a fix and keeps trying until the checks pass.

Available today. Use it from your connected AI after setup.

After adding it, point your AI at a repository on GitHub or GitLab and ask it to review a pull request or fix the failing CI checks.

Then ask your AI: use the PR Review + CI Auto-Fix skill

What your AI can do with it

  • Review pull request changes on GitHub and GitLab
  • Post review comments on pull requests
  • Fetch logs from failing CI jobs
  • Commit fixes for failing checks
  • Keep retrying fixes until all checks pass

What this skill tells your AI

The instructions your AI receives, as published by composio-community/awesome-codex-skills in pr-review-ci-fix/SKILL.md and read by ahel’s review.

Drive GitHub/GitLab PR reviews and CI triage from the shell using the Composio CLI. No tab-switching between browser, terminal, and chat.

When to Use

  • A PR needs a structured review (correctness, style, risks) with inline comments.
  • CI is red and you want the agent to read the logs, patch the code, and recheck.
  • You want a single command that cycles: fetch diff → critique → fix → push → rerun.

Prereqs

curl -fsSL https://composio.dev/install | bash
composio login
composio link github        # or: composio link gitlab

Optional env for non-interactive runs: COMPOSIO_API_KEY.

Core Toolkits

Discover slugs with search, then pin them for reuse:

composio search "list pull request files" --toolkits github
composio search "download workflow logs" --toolkits github
composio search "create pr comment" --toolkits gitlab

Common slugs you'll reuse:

  • GITHUB_GET_A_PULL_REQUEST
  • GITHUB_LIST_PULL_REQUESTS_FILES
  • GITHUB_CREATE_A_REVIEW_FOR_A_PULL_REQUEST
  • GITHUB_LIST_WORKFLOW_RUNS_FOR_A_REPOSITORY
  • GITHUB_DOWNLOAD_WORKFLOW_RUN_LOGS
  • GITLAB_GET_SINGLE_MERGE_REQUEST
  • GITLAB_LIST_MERGE_REQUEST_DISCUSSIONS
  • GITLAB_CREATE_NEW_MERGE_REQUEST_NOTE

Always confirm via composio execute <SLUG> --get-schema before first use.

Review Workflow

  1. Pull the PR metadata + diff:
    composio execute GITHUB_GET_A_PULL_REQUEST \
      -d '{"owner":"acme","repo":"app","pull_number":482}'
    composio execute GITHUB_LIST_PULL_REQUESTS_FILES \
      -d '{"owner":"acme","repo":"app","pull_number":482}'
    
  2. Summarize risk areas (auth, migrations, public APIs, tests) into a review body.
  3. Post the review with inline comments:
    composio execute GITHUB_CREATE_A_REVIEW_FOR_A_PULL_REQUEST -d '{
      "owner":"acme","repo":"app","pull_number":482,
      "event":"COMMENT",
      "body":"Overall LGTM with 2 blocking notes.",
      "comments":[
        {"path":"src/auth.ts","line":42,"body":"Missing null check on session"},
        {"path":"src/auth.ts","line":88,"body":"Token TTL is hardcoded; move to config"}
      ]
    }'
    

CI Auto-Fix Loop

  1. Find the red run:
    composio execute GITHUB_LIST_WORKFLOW_RUNS_FOR_A_REPOSITORY \
      -d '{"owner":"acme","repo":"app","branch":"feat/billing","status":"failure"}'
    
  2. Pull logs:
    composio execute GITHUB_DOWNLOAD_WORKFLOW_RUN_LOGS \
      -d '{"owner":"acme","repo":"app","run_id":123456}'
    
  3. Parse failure → patch locally (the agent writes the fix into the working tree).
  4. Commit + push via local git, then re-poll step 1 until conclusion=success.
  5. Post a PR comment describing each fix commit so the human reviewer sees what changed.

One-Shot Workflow File

Save as scripts/review-and-fix.ts and run with composio run --file ./scripts/review-and-fix.ts -- --pr 482:

const pr = process.argv.includes("--pr")
  ? Number(process.argv[process.argv.indexOf("--pr") + 1])
  : null;

const meta = await execute("GITHUB_GET_A_PULL_REQUEST", {
  owner: "acme", repo: "app", pull_number: pr
});
const files = await execute("GITHUB_LIST_PULL_REQUESTS_FILES", {
  owner: "acme", repo: "app", pull_number: pr
});

console.log(JSON.stringify({ meta, files }, null, 2));

GitLab Variant

Swap slugs and param names:

composio execute GITLAB_GET_SINGLE_MERGE_REQUEST \
  -d '{"id":"acme/app","merge_request_iid":482}'
composio execute GITLAB_CREATE_NEW_MERGE_REQUEST_NOTE \
  -d '{"id":"acme/app","merge_request_iid":482,"body":"CI fix pushed as commit deadbeef"}'

Troubleshooting

  • Connection required for githubcomposio link github
  • Unknown input shapecomposio execute <SLUG> --get-schema
  • Log download huge → stream via composio proxy against the raw API and grep locally
  • Rate limits → serialize calls or lower poll frequency; avoid --parallel for the same repo

Full CLI reference: docs.composio.dev/docs/cli

Signals

GitHub stars
16k
Forks
2k
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
pr-review-ci-fix
Source
github.com/composio-community/awesome-codex-skills