| name | sprr |
| description | Single PR reviewer for awesome-quant. Use when the user asks to review, validate, comment on, label, close, or merge one specific pull request that adds README.md entries. Triggers include "sprr", "review PR", "check PR", and "validate contribution". |
SPRR: Single PR Reviewer
Review one pull request that adds entries to README.md.
Hard Rules
- Review only the PR number the user requested. If no PR number is given, ask for one.
- Use GitHub MCP tools for PR operations. Do not use
gh for PR review, comments, labels, closing, or merging.
- Do not modify the PR until the user explicitly approves that action.
- Always present findings before asking whether to comment, label, close, or merge.
- Always ask before merging.
- Enforce
CONTRIBUTING.md and AGENTS.md strictly for new entries.
If GitHub MCP tools are unavailable, report that PR operations are blocked and point the user to docs/codex-setup.md.
Workflow
- Fetch PR details, files changed, labels, comments, and diff with GitHub MCP.
- Confirm whether the
reviewed label or prior maintainer comments exist, then proceed with full validation anyway.
- Focus on added lines in
README.md. Flag any other changed files as unusual for a normal contribution.
- Save or reconstruct the PR diff locally only if needed, then validate added README entries with:
uv run python scripts/validate_readme.py --diff-from <base-ref>
If a base ref is not locally available, apply the same checks manually from the fetched diff.
Validation Checklist
For every added entry:
- It matches
^\s*- \[(.*)\]\((.*)\) - (.*)$.
- New non-commercial entries include backtick language tags followed by
-.
- Description ends with a period before optional
[GitHub](...).
- URLs use
https://.
- Optional GitHub link uses
[GitHub](https://github.com/owner/repo).
- Section placement matches the project's purpose.
- Commercial/proprietary projects are under
Commercial & Proprietary Services.
- Project name and URLs are not duplicates of existing README entries.
- GitHub projects are active, not archived, and documented.
- Multiple projects in one PR are closely related and explained in the PR body.
Verdicts
Use these verdicts:
APPROVE: entry is ready to merge.NEEDS CHANGES: fixable format, section, URL, description, or documentation issue.REJECT: duplicate, unrelated multi-project PR, empty PR description, archived/abandoned project, or other hard rejection.
Output Shape
Report:
PR #<number>: <title>
Author: <author>
Prior review: YES/NO
Files changed: <files>
Entries reviewed: <count>
Findings:
- <entry>: <status and reason>
Verdict: APPROVE | NEEDS CHANGES | REJECT
Recommended action: <merge/comment/close/no action>
Then ask for explicit approval before doing the recommended action.
Approved Actions After User Consent
- If approved and user says to merge: merge with squash unless user requests otherwise.
- If needs changes and user says to comment: leave one concise comment with all requested fixes, then add
reviewed if available.
- If rejected and user says to close: leave a polite rejection comment and close the PR.
