thu-maic/openmaic · skills/agent-runtime/fact-check/SKILL.md

fact-check skillA

fact-check is agent-read markdown (skill) from thu-maic/openmaic: Improve factual reliability while creating or reviewing a course or supplied content. Use when the user asks to fact-check, verify accuracy, reduce hallucinations, make a reliable course, or mentions 事实性错误、知识性错误、专业知识准确性、可靠性. During creation, checks the completed pages before delivery; on existing content, returns a short evidence-backed report and lets the user choose what to fix. Not for grammar, style, or layout. Combine with deep-research when current evidence is the course's main subject..

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 thu-maic/openmaic/fact-check@git:20260828.3cd174b
Exact content
mdr add thu-maic/openmaic/fact-check@sha256:44979669a1873ed3

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_qx3glipzh6k4bvyp.svg)](https://markdownregistry.com/a/art_qx3glipzh6k4bvyp)

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Versions

versioncommittedcommitsizeaudit
git:20260828.3cd174b latest2026-08-28 3cd174b 7,924 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 (7924 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

thu-maic/openmaic · 37,692 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qx3glipzh6k4bvyp
GET https://markdownregistry.com/api/v1/resolve?ref=thu-maic/openmaic/fact-check
GET https://markdownregistry.com/api/v1/blob/44979669a1873ed393f249b06352fa37e01c608ce6a3f611368e1502f9ad4427

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