analyse SKILL.md skillA

analyse from borda/ai-rig is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add borda/ai-rig/analyse@git:20261102.52ad0cc

Pins git:20261102.52ad0cc in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
borda/ai-rig
Path
plugins/cc_oss/skills/analyse/SKILL.md
Versions recorded
20
Latest version
git:20261102.52ad0cc, committed Nov 2, 2026
First version recorded
Aug 5, 2026
Size
33,008 bytes
Repository stars
31
License
Apache-2.0

Analyze GitHub issues, Pull Requests (PRs), Discussions, and repo vitality for an Open Source Software (OSS) project. For any specific item, casts a wide net — finds and lists all related open and closed issues/PRs/discussions, explicitly flags duplicates. Summarizes long threads, extracts reproduction steps, and generates repo vitality stats. Uses gh Command Line Interface (CLI) for GitHub Application Programming Interface (API) access. Complements oss:shepherd (requires `oss` plugin). NOT…

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

<objective>

Analyze GitHub threads + repo vitality. Help maintainers triage, respond, decide fast. Output actionable + structured — not just summaries.

NOT for implementing PR action items (use oss:resolve). NOT for **code-quality assessment on a PR** — phrasing like "review PR #N" or "does this PR look good?" routes here via TRIGGER (PR number + "analyze/summarize" verbs) but yields thread analysis, not code review. When request is code quality, route to `oss:review` (requires `oss` plugin) instead. NOT for multi-agent code review (use oss:review). NOT for CI pipeline diagnosis (use oss:cicd-steward (requires `oss` plugin)).

</objective>

<inputs>

- **$ARGUMENTS**: one of:
  - `N` (number, plain `123` or `#123`) — any GitHub thread: issue, PR, or discussion; auto-detects type
  - `vitality [<owner>/<repo> | <github-url>]` — repo vitality overview with 9-axis health scorecard, duplicate detection. Optional repo argument accepts `owner/repo` shorthand or full `https://github.com/owner/repo` URL. Omitted → auto-detected from git upstream. Non-GitHub remotes (GitLab, Bitbucket, etc.) stop with warning.
  - `ecosystem` — downstream consumer impact analysis for library maintainers
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add borda/ai-rig/analyse@sha256:1d3e8047e5bb5f03

The line at the top of this page pins the label git:20261102.52ad0cc, 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_dhaku53kdl6dw6xo.svg)](https://markdownregistry.com/a/art_dhaku53kdl6dw6xo)

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

Versions

The registry has recorded 20 versions of this file, between Aug 5, 2026 and Nov 2, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261102.52ad0cc latest2026-11-02 52ad0cc 33,008 BA view · diff
git:20261026.f4268ab2026-10-26 f4268ab 32,996 BA view · diff
git:20261021.7b6ff282026-10-21 7b6ff28 33,010 BA view · diff
git:20261019.0bfecb12026-10-19 0bfecb1 30,996 BA view · diff
git:20261012.8e6b67e2026-10-12 8e6b67e 31,270 BA view · diff
git:20261009.253fdb32026-10-09 253fdb3 31,383 BA view · diff
git:20261005.6367f832026-10-05 6367f83 29,631 BA view · diff
git:20261002.381549d2026-10-02 381549d 29,470 BA view · diff
git:20260930.5b124562026-09-30 5b12456 28,538 BA view · diff
git:20260929.9ba2dc92026-09-29 9ba2dc9 28,530 BA view · diff
git:20260921.16a2e7f2026-09-21 16a2e7f 28,319 BA view · diff
git:20260918.3e1a63d2026-09-18 3e1a63d 28,054 BA view · diff
git:20260918.be1379f2026-09-18 be1379f 28,085 BA view · diff
git:20260911.be7b3082026-09-11 be7b308 27,912 BA view · diff
git:20260911.182df572026-09-11 182df57 27,691 BA view · diff
git:20260904.9c1cbe22026-09-04 9c1cbe2 32,717 BA view · diff
git:20260821.d9793192026-08-21 d979319 31,666 BA view · diff
git:20260808.1b905ff2026-08-08 1b905ff 31,649 BA view · diff
git:20260806.758a7dd2026-08-06 758a7dd 32,375 BA view · diff
git:20260805.eef305d2026-08-05 eef305d 32,614 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 (33008 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

borda/ai-rig · 31 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dhaku53kdl6dw6xo
GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/analyse
GET https://markdownregistry.com/api/v1/blob/1d3e8047e5bb5f031156432d7474a31a773ed72e66fcd1eb47e0b4b769c5807c

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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AGENTS.md@benchmarks AGENTS.md file
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llms.txt@docs llms.txt file
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AGENTS.md@plugins AGENTS.md file
borda/ai-rig · plugins/AGENTS.md
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CLAUDE.md@plugins CLAUDE.md file
borda/ai-rig · plugins/CLAUDE.md
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advise SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/advise/SKILL.md · Ask Codex a read-only question with explicit model, effort, budget, and compact results.
git:20261025.90f4430 · audit A · 31 stars
cancel SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/cancel/SKILL.md · Request cancellation of a running detached Codex bridge job.
git:20261021.7b6ff28 · audit A · 31 stars
implement SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/implement/SKILL.md · Ask Codex for one bounded write-capable change with compact results.
git:20261025.90f4430 · audit A · 31 stars
result SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/result/SKILL.md · Read a completed detached Codex bridge job's compact result.
git:20261021.7b6ff28 · audit A · 31 stars
review SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/review/SKILL.md · Request a read-only adversarial Codex review with explicit model, effort, budget, and compact findings.
git:20261025.90f4430 · audit A · 31 stars
setup SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/setup/SKILL.md · Configure, authenticate, repair, and verify the Claude Code to Codex Bridge; safe stages run by default and sensitive…
git:20261021.7b6ff28 · audit A · 31 stars

Every file in borda/ai-rig

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