github-manager SKILL.md skillA

github-manager from jpantsjoha/ai-native-developer-experience is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jpantsjoha/ai-native-developer-experience/github-manager@git:20261002.c547def

Pins git:20261002.c547def in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jpantsjoha/ai-native-developer-experience
Path
skills/github-manager/SKILL.md
Versions recorded
2
Latest version
git:20261002.c547def, committed Oct 2, 2026
First version recorded
Aug 7, 2026
Size
6,456 bytes
Repository stars
13
License
Apache-2.0

Use when configuring or optimising GitHub repositories for cost-effective, consistent operations — CI triggers, Actions billing, issue tracking, labelling, branch protection, or release workflow.

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

# GitHub Manager

> **CI validates what cannot be cheaply verified locally. It is not a remote test runner for every commit.**

This skill enforces disciplined, cost-aware GitHub operations. It turns GitHub from a free-for-all into a governed delivery surface: selective automation, traceable issues, consistent labels, and protected mainlines.

## When to use

- Setting up or revising a repository's CI/CD workflow
- Investigating unexpected GitHub Actions spend
- Creating or triaging issues and defining acceptance criteria
- Designing a label taxonomy or branch-protection policy
- Preparing a release process or tag strategy

## Operating model context

This skill governs the GitHub surfaces that enforce the harness contract at the repository
level. It is not general DevOps housekeeping — each procedure below maps to a harness
invariant:

- **Branch protection + required status checks** are the enforcement mechanism for the
  PR review gate and the exact-candidate binding rule. A CI check that passes on an
  unprotected branch is a claim; a passing check required by branch rules is evidence.
- **Receipts are delivery evidence.** Both CI and an explicitly approved controlled
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jpantsjoha/ai-native-developer-experience/github-manager@sha256:467fbf53f14d5139

The line at the top of this page pins the label git:20261002.c547def, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_cmuenr7xmsp7hq4b.svg)](https://markdownregistry.com/a/art_cmuenr7xmsp7hq4b)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Aug 7, 2026 and Oct 2, 2026, about one every 56 days.

versioncommittedcommitsizeaudit
git:20261002.c547def latest2026-10-02 c547def 6,456 BA view · diff
git:20260807.c64e31f2026-08-07 c64e31f 5,627 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6456 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

GitHub

jpantsjoha/ai-native-developer-experience · 13 stars · license Apache-2.0 · pushed 2026-10-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cmuenr7xmsp7hq4b
GET https://markdownregistry.com/api/v1/resolve?ref=jpantsjoha/ai-native-developer-experience/github-manager
GET https://markdownregistry.com/api/v1/blob/467fbf53f14d5139e60db8a2689bce0695c58e618f4b22a52b52a5ccc01370a7

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.

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Every file in jpantsjoha/ai-native-developer-experience

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