openagi-audit-improve SKILL.md skillA

openagi-audit-improve from spshulem/openagi is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add spshulem/openagi/openagi-audit-improve@git:20260917.50bc193

Pins git:20260917.50bc193 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
spshulem/openagi
Path
.agents/skills/openagi-audit-improve/SKILL.md
Versions recorded
1
Latest version
git:20260917.50bc193, committed Sep 17, 2026
Size
2,161 bytes
Repository stars
19
License
a license file GitHub does not identify

Audit a running OpenAGI installation and implement verified generic fixes when the user requests improvements or an audit-and-fix loop. Respect explicitly read-only audits.

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

# Audit through resolution

Inspect the running installation through its authenticated API without exposing credentials or raw personal content. Resolve the active data directory and runtime first; a repository checkout may differ from the installed app. Distinguish measured health from cached node reports, and test actual input readiness rather than an enabled flag.

When improvements are authorized, select an actionable defect supported by evidence and carry it through implementation, regression verification, and public-repository review. Prefer a broken user workflow over additional counters. A new warning fixes an observability gap; it does not resolve the condition it describes.

Reuse pending fixes and existing PRs before creating duplicates. Preserve stacked branch lineage and unrelated changes. Keep machine identities, credentials, personal content, and deployment-specific paths out of published code. Use isolated test data and the app's bundled Node for SQLite tests when the shell runtime lacks node:sqlite.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add spshulem/openagi/openagi-audit-improve@sha256:639421ddf79ef155

The line at the top of this page pins the label git:20260917.50bc193, 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_v6xejv24c3is75dm.svg)](https://markdownregistry.com/a/art_v6xejv24c3is75dm)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 17, 2026.

versioncommittedcommitsizeaudit
git:20260917.50bc193 latest2026-09-17 50bc193 2,161 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 (2161 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

spshulem/openagi · 19 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_v6xejv24c3is75dm
GET https://markdownregistry.com/api/v1/resolve?ref=spshulem/openagi/openagi-audit-improve
GET https://markdownregistry.com/api/v1/blob/639421ddf79ef1553c995b47407bce03985d947d0f96c6b4dd4cdddc12c63929

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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