Home / arcasilesgroup / ai-engineering · GitHub

ai-github-triage SKILL.md skillB

Removed from GitHub on 2026-11-09. The file no longer exists in its repository, and every version below is still saved here. mdr add no longer finds it by name, but a lockfile that pins one of these versions still installs it from its recorded commit, for as long as GitHub keeps that commit.

ai-github-triage from arcasilesgroup/ai-engineering is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install the version recorded here
mdr add arcasilesgroup/ai-engineering/ai-github-triage@sha256:8b8e7923fe14fd20

Pins the contents saved here, the only way to install this file now it is gone from GitHub. What a pinned install does.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
arcasilesgroup/ai-engineering
Path
skills/ai-github-triage/SKILL.md
Versions recorded
1
Latest version
git:20261004.3e3bd00, committed Oct 4, 2026
Size
19,923 bytes
Repository stars
65
License
Apache-2.0

Reads every open issue and pull request of a repository and writes one ranked, actionable page at .ai-engineering/triage.html: what is broken, what is already answered, what to close, and the three things to start on first, each claim backed by a permalink at a commit SHA. Read-only: it never comments, labels, closes, merges or reviews anything on GitHub. With no argument it triages this repository; given a URL or owner/repo it triages that backlog instead. Trigger for "triage…

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

# ai-github-triage — read the backlog, rank it, touch nothing

One page that answers "what should we work on next", built from every open issue and pull
request, with each claim pinned to the line of code that proves it. The output is a
decision surface: a ranked queue at the top, the evidence behind it below, the commands to
start at the end. Nothing this skill does reaches GitHub.

## What it produces

One file, `.ai-engineering/triage.html`, rewritten in place by every run of the same
repository. It is a slot, not a numbered folder: the page is the backlog's current state,
and git keeps what the last run said.

## The absolute rule: read-only

The page is the only artifact. Every mutation of GitHub state is a failure of this skill,
not a shortcut in it.

| Forbidden | Allowed |
|---|---|
| `gh issue comment`, `gh issue close`, `gh issue edit` | `gh issue view`, `gh issue list` |
| `gh pr comment`, `gh pr merge`, `gh pr review`, `gh pr edit`, `gh pr checkout` | `gh pr view`, `gh pr list`, `gh pr diff` |
| `gh api -X POST`, `-X PUT`, `-X PATCH`, `-X DELETE` | `gh api` without a method (GET) |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

The line at the top of this page is already the fingerprint pin, because a file GitHub no longer serves cannot be found by its label. With it 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_j3yt33xcroic5ihq.svg)](https://markdownregistry.com/a/art_j3yt33xcroic5ihq)

5 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.

versioncommittedcommitsizeaudit
git:20261004.3e3bd00 latest2026-10-04 3e3bd00 19,923 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No script tag (matched: <script)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19923 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

arcasilesgroup/ai-engineering · 65 stars · license Apache-2.0 · pushed 2026-11-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_j3yt33xcroic5ihq
GET https://markdownregistry.com/api/v1/resolve?ref=arcasilesgroup/ai-engineering/ai-github-triage
GET https://markdownregistry.com/api/v1/blob/8b8e7923fe14fd2047182dcae217b8cd397d8a2573ed1481d7b080e615f958c8

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.

Browse by kind, by grade B, or by owner.