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GitHub PR workflow orchestration for code review — list PRs, post comments, apply labels, and guarded auto-merge
Passed 16 of 20 test cases with the skill, and 6 of 20 without it.
and 9 more in the full report
11 fixed7 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
PR #102 in `acme-corp/billing` was assessed as critical risk due to database query inefficiencies. Which label should be attached?
| Checked | Without skill | With skill |
|---|---|---|
| Applies the label review/security-concern | Missed | Passed |
The instructions your model reads when the skill loads.
Orchestrates GitHub PR workflows for AI code review. Provides tools to list pull requests, post inline review comments, apply labels based on review findings, and (with explicit opt-in) auto-merge clean PRs.
All GitHub API interactions go through the gh CLI. Direct HTTP requests and web searches are denied to ensure all operations are auditable and respect GitHub's rate limiting.
export GH_TOKEN="ghp_..."
The token needs read-write access since this skill posts comments, applies labels, and can merge PRs:
| Scope (classic PAT) | Fine-grained permission | Why |
|---|---|---|
repo | Pull requests: Read & Write | List PRs, post review comments, merge |
repo | Contents: Read | Read PR diff and file contents |
repo | Issues: Write | Apply and remove labels |
read:org (optional) | Organization: Read | Org-level label policies |
Minimum fine-grained token permissions: pull_requests: write, contents: read, issues: write on the target repository.
For read-only review without GitHub interaction, use the code-review skill instead — it only needs read access.
| Variable | Required | Description |
|---|---|---|
| GH_TOKEN | yes | GitHub personal access token or fine-grained token |
| REVIEW_AUTO_MERGE | no | Set to true to enable guarded auto-merge. Default: disabled |
| REVIEW_LABEL_PREFIX | no | Prefix for review labels (default: review/). Labels: review/approved, review/needs-changes, review/security-concern |
List open pull requests for a repository, optionally filtered by author or label.
Input:
| Parameter | Type | Required | Description |
test cases passed, vs 6 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.