fact-checker SKILL.md skillA

fact-checker from seaworld008/commonly-used-high-value-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add seaworld008/commonly-used-high-value-skills/fact-checker@v1.1.1

Pins v1.1.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
seaworld008/commonly-used-high-value-skills
Path
openclaw-skills/fact-checker/SKILL.md
Versions recorded
5
Latest version
v1.1.1, committed Sep 6, 2026
First version recorded
Mar 8, 2026
Size
8,397 bytes
Repository stars
73
License
MIT

Verify factual claims against current authoritative sources and apply requested corrections with citations; use for accuracy checks or outdated documentation.

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

# Fact Checker

Verify factual claims in documents and propose corrections backed by authoritative sources.

## When to use

Trigger when users request:
- "Fact-check this document"
- "Verify these AI model specifications"
- "Check if this information is still accurate"
- "Update outdated data in this file"
- "Validate the claims in this section"

## Workflow

Copy this checklist to track progress:

```
Fact-checking Progress:
- [ ] Step 1: Identify factual claims
- [ ] Step 2: Search authoritative sources
- [ ] Step 3: Compare claims against sources
- [ ] Step 4: Generate correction report
- [ ] Step 5: Apply corrections with user approval
```

### Step 1: Identify factual claims

Scan the document for verifiable statements:

**Target claim types:**
- Technical specifications (context windows, pricing, features)
- Version numbers and release dates
- Statistical data and metrics
- API capabilities and limitations
- Benchmark scores and performance data

**Skip subjective content:**
- Opinions and recommendations
- Explanatory prose
- Tutorial instructions
- Architectural discussions

### Step 2: Search authoritative sources

For each claim, search official sources:

**AI models:**
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add seaworld008/commonly-used-high-value-skills/fact-checker@sha256:1e090d7758c468ee

The line at the top of this page pins the label v1.1.1, 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_b4bzvloui7olpdlu.svg)](https://markdownregistry.com/a/art_b4bzvloui7olpdlu)

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

Versions

The registry has recorded 5 versions of this file, between Mar 8, 2026 and Sep 6, 2026, about one every 46 days.

versioncommittedcommitsizeaudit
v1.1.1 latest2026-09-06 e36bbe4 8,397 BA view · diff
v1.1.02026-07-27 2bd5c24 8,455 BA view · diff
v1.0.02026-06-29 f17e969 8,525 BA view · diff
v1.0.02026-03-27 0b34652 8,436 BA view · diff
git:20260308.99bcec42026-03-08 99bcec4 8,231 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 (8397 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

seaworld008/commonly-used-high-value-skills · 73 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_b4bzvloui7olpdlu
GET https://markdownregistry.com/api/v1/resolve?ref=seaworld008/commonly-used-high-value-skills/fact-checker
GET https://markdownregistry.com/api/v1/blob/1e090d7758c468ee90c7110ca9af6be7036ab60f3b926375f9eb99abc8af9b53

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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