lovstudio/skills · skills/fact-check/SKILL.md

lov-fact-check skillA

lov-fact-check is agent-read markdown (skill) from lovstudio/skills: 用真人尽调思路校验用户提出的事实命题：拆解可验证问题、检索一手资料、 交叉验证证据链，并给出带置信度和不确定边界的结论。 Trigger when the user asks to fact-check, verify a claim, confirm whether something is true, source-check an answer, or mentions "事实校验", "帮我确认", "这是真的吗", "verify this", "fact check", "source check", "due diligence"..

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 lovstudio/skills/lov-fact-check@v0.2.0
Exact content
mdr add lovstudio/skills/lov-fact-check@sha256:b8f65ebec922a01c

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_jhuiwkrlrjbdkl3j.svg)](https://markdownregistry.com/a/art_jhuiwkrlrjbdkl3j)

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Versions

versioncommittedcommitsizeaudit
v0.2.0 latest2026-09-07 a09848e 8,975 BA view · diff
v0.2.02026-08-23 00fafa8 8,980 BA view · diff
v0.1.22026-08-10 d704a55 8,258 BA view · diff
v0.1.22026-08-10 22e49cf 7,631 BA view · diff
v0.1.22026-08-10 08d33b8 7,631 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 (8975 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

lovstudio/skills · 66 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jhuiwkrlrjbdkl3j
GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-fact-check
GET https://markdownregistry.com/api/v1/blob/b8f65ebec922a01cda78dd26e165c3b02905af946439a9628dfa654452673005

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