pr-backlog-triage SKILL.md skillA
pr-backlog-triage from amd/gaia is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amd/gaia/pr-backlog-triage@git:20261004.6c9d2f5Pins git:20261004.6c9d2f5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amd/gaia
- Path
.claude/skills/pr-backlog-triage/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261004.6c9d2f5, committed Oct 4, 2026
- Size
- 8,775 bytes
- Repository stars
- 1,593
- License
- MIT
Interactively clear a backlog of open amd/gaia PRs to zero (or to a short, justified human-review list) by fanning out one isolated subagent per PR. Use when the user asks to 'audit open PRs', 'triage the backlog', 'fix CI and merge what's safe', or similar — not for reviewing a single named PR someone just opened (that's a normal review), and not for the scheduled nightly audit workflow (see weekly-audit-patterns, a different, automated lens).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# PR Backlog Triage Clears a large, standing backlog of open PRs by dispatching one worktree-isolated subagent per PR, in parallel, repeatedly, until nothing mergeable is left open. This is a *loop*, not a one-shot pass: new PRs land while you're triaging the old ones, PRs you held come back with fixes, and CI itself sometimes breaks underneath the whole batch. Budget for several rounds in one sitting. ## Before the first round: sync to `origin/main` A worktree's local `main` can silently fall behind `origin/main` by dozens of commits — nothing here force-pushes or rebases your worktree, so staleness only clears when you fetch. Running tests or reproducing a bug against a stale worktree produces a false report: a bug "found" that a merged PR already fixed, or a fix that looks broken because the test it needs hasn't landed yet. Check and fast-forward before trusting any local result: ```bash git fetch origin main git log --oneline HEAD..origin/main | wc -l # non-zero means you're behind git merge --ff-only origin/main # safe: fails loudly instead of rewriting history if it can't fast-forward ``` …
Read the whole file at its exact version.
How to install
mdr add amd/gaia/pr-backlog-triage@sha256:b664c39649066316The line at the top of this page pins the label git:20261004.6c9d2f5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_khha7dkpvpzkqznz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 4, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8775 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
amd/gaia · 1,593 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_khha7dkpvpzkqznz GET https://markdownregistry.com/api/v1/resolve?ref=amd/gaia/pr-backlog-triage GET https://markdownregistry.com/api/v1/blob/b664c39649066316dfdc876c91c92ca0d66337b17b39b67045e87d9ab41085b4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.