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pr-merge-champion
Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation.
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Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation.
Frontend design entry point: direction, design system, visual philosophy. Use whenever building or touching the look of any web UI (components, pages, dashboards, React/Vue/HTML-CSS) or when the user says "make this look better", "fix the spacing/layout", or mentions styling, color, type, or polish.
Render the UI and prove it's balanced + usable: a deterministic layout audit (centroid / optical-center / pixel-oracle balance via explicit math + annotated screenshot) plus a vision-judged Nielsen usability audit by a separate fresh-eyes judge. The measurement layer taste-only design skills lack.
Automated visual tuning: a vision or video model rates rendered variants in a loop. Render several labeled variants into one artifact, ask the model to rate them and suggest better values, render the suggestions, ask it to pick the best, repeat until good — the model is the eye, you run the loop.
Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation studio for prose & media, instead of guessing values or shipping a static comparison grid.
macOS screen recorder that captures the main display PLUS system audio via ScreenCaptureKit — no BlackHole/loopback driver, no sudo, just the standard Screen Recording permission. CLI-driven; fills the headless-screen-recording-with-system-sound gap QuickTime and `screencapture -v` can't.
Open-source headless Screen Studio alternative: auto speed-up of idle, auto-zoom on click clusters, keystroke overlay chips, smoothed synthetic cursor, and 9:16 vertical export that follows the action — post-production for screen recordings from the CLI.
| name | pr-merge-champion |
| description | Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation. |
| category | workflow |
| risk | safe |
| source | self |
| source_type | self |
| date_added | 2026-06-16 |
| author | himanshu-2l |
| tags | ["git","github","pull-request","code-review","workflow"] |
| tools | ["claude","cursor","gemini","antigravity"] |
A systematic playbook for preparing, reviewing, and documenting pull requests to ensure they are high-quality, free of common oversights, and optimized for instant maintainer approval and merging.
Before presenting your code to reviewers, clean up any workspace noise and ensure your branch is up to date:
main or master) to resolve conflicts early.Review your own diff line-by-line as if you were the reviewer. Look out for:
console.log, print, breakpoints, or custom debug flags).TODO comments that should be resolved or turned into tracked issues.Verify that all changes work as expected:
Write a high-signal, structured PR description. A great description tells the story of the changes:
# Pull Request: Implement Rate Limiting on Authentication Endpoint
## Summary
Introduces an IP-based rate limiter on the `/api/v1/auth/login` endpoint using Redis to prevent brute-force attacks.
## Why
We identified a high volume of login attempts targeting single accounts. This rate limiting window slows down attackers while keeping the system responsive for genuine users.
## Verification
- Ran unit tests: `npm run test tests/auth.test.js` (all green)
- Manually verified using Postman: sending 15 requests in under 60 seconds returns `429 Too Many Requests`.
## Checklist
- [x] Code follows the style guide
- [x] Unit tests added/updated
- [x] Documentation updated
Before committing, run these commands to inspect the diff for accidental additions:
# Check the names of files changed to ensure no unwanted files are staged
git status --porcelain
# Review the actual diff for any leftover print statements or debuggers
git diff | grep -E "(console\.log|debugger|print\(|var_dump|binding\.pry)"
CONTRIBUTING.md and pull request templates, and adhere to them strictly.@pr-writer - For Sentry-specific PR writing guidelines.@clean-code - To ensure code quality before submitting.