mohitagw15856/pm-claude-skills · exports/openclaw/ai-output-verifier/SKILL.md

ai-output-verifier skillA

ai-output-verifier is agent-read markdown (skill) from mohitagw15856/pm-claude-skills: Check AI output before you trust or use it — where it's likely wrong, what to verify, and how to catch confident-sounding errors. Use when asked can I trust this AI answer, how do I verify what AI told me, fact-check this AI output, or is this AI response reliable. Produces a risk read on the specific output (the claims most likely to be wrong or made up), the parts that need independent verification vs the parts that are low-risk, how to actually verify each, the tells of AI hallucination and o.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mohitagw15856/pm-claude-skills/ai-output-verifier@git:20260806.a9668c7
Exact content
mdr add mohitagw15856/pm-claude-skills/ai-output-verifier@sha256:466b143b0381bca0

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gu6t7pjmydjvmbyr.svg)](https://markdownregistry.com/a/art_gu6t7pjmydjvmbyr)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260806.a9668c7 latest2026-08-06 a9668c7 5,113 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (5113 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

mohitagw15856/pm-claude-skills · 1,369 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gu6t7pjmydjvmbyr
GET https://markdownregistry.com/api/v1/resolve?ref=mohitagw15856/pm-claude-skills/ai-output-verifier
GET https://markdownregistry.com/api/v1/blob/466b143b0381bca07c544e07324089c6c3378530b497e3b381fde884b1f0bd83

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.