Pull request triage for maintainers
Spend your review time on pull requests that deserve it.
We read your public pull requests, score each one on a transparent 25-point rubric, and send you a short digest with draft, encouraging feedback you can use or ignore. Read-only access. Scores are spot-checked by a human reviewer. We never post to your repo without your written permission.
- Read-only by default
- Each flag links to the lines it refers to
- Respects your AI policy
How it works
Five steps, and you stay in control at every one.
A simple pipeline designed around one rule: the maintainer makes the call.
Monitor
We pull new public PRs from your repo using read-only access. No tokens with write scope.
Score
Each PR is scored 0–5 on quality, authenticity, completeness, tests, and slop indicators.
Draft feedback
We write a constructive, mentoring draft comment for each submission.
Human spot-check
Scores are spot-checked by a human reviewer before your digest reaches you.
Delivery
You get a digest. You decide whether to post, edit, or discard any feedback.
Features
Built to protect maintainers and be kind to contributors.
Transparent rubric
Five dimensions, 25 points, clear bands. You always see why a PR scored the way it did.
Slop indicators
Hallucinated APIs or files, fabricated vulnerability claims, boilerplate AI prose, and mass submissions — flagged with evidence links.
Mentoring drafts
Encouraging, specific feedback that helps well-meaning contributors improve rather than walk away.
Read-only by design
We only read public data. We never post to your repo without your written permission.
Digest reports
A concise report of what came in, what's ready, what needs mentoring, and what to look at closely.
Submissions, not people
Scores are advisory and describe a submission — never a person. Your project's contribution and AI policy come first.
The scoring rubric
| Dimension | 0 | 3 | 5 |
|---|---|---|---|
| Quality | Doesn't build or breaks style | Works, minor style issues | Idiomatic, matches repo conventions |
| Authenticity | Generic text, no sign the code was understood | Some project-specific reasoning | Clear understanding; references real code paths |
| Completeness | No linked issue, unclear purpose | Purpose clear, partial scope | Solves the stated issue; docs/changelog updated |
| Tests | None, or tests that don't test the change | Some tests | Meaningful tests, CI green |
| Slop indicators | Hallucinated APIs, fabricated claims, boilerplate prose | A couple of indicators | No indicators |
Pricing
Simple monthly plans
Every plan starts with a free 30-day pilot that never turns into a paid plan on its own. Paid plans are billed only under a separate written order that you sign or approve in writing before any charge. The order states the price, billing date, term, whether it renews, and how to cancel. If your order renews automatically, it will say so. Cancel anytime using our cancellation form, by emailing edensgracedigitalllc@gmail.com with "Cancel" in the subject, or by replying "cancel" to any invoice. We confirm in writing within 2 business days. Your service continues through the end of the paid period, and you won't be charged again. See our Terms.
FAQ
Questions maintainers ask
Do you need write access to my repository?
No. We only read public data. No write tokens are required. We never post to your repo without your written permission.
Will contributors be labeled as "AI slop"?
No. Scores describe a submission, never a person, and they're advisory only. Draft feedback is written to mentor, not shame.
Is this fully automated?
No. Scores are spot-checked by a human reviewer before your digest reaches you, and you make the final decision on any feedback.
What does the free pilot include?
30 days, one repository, up to 50 pull requests scored, a weekly report, and an end-of-pilot review. No payment details and no obligation. The pilot ends on its own and never turns into a paid plan.
What if my project has its own AI contribution policy?
We respect it. Your policy shapes how submissions are evaluated and how feedback is worded.
Can I stop the pilot early? What happens to my data?
Either side can end the pilot at any time. We don't sell your data; we share it only with service providers who help us run the service, listed in our Privacy Policy.
Free pilot
Try it on your repo for 30 days, free.
Tell us where to look. We'll score up to 50 pull requests, send weekly reports, and walk through the results with you at the end.
- 1 repo
- Up to 50 PRs
- Weekly report
- End anytime