lov-fact-check SKILL.md skillA
lov-fact-check from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lovstudio/skills/lov-fact-check@v0.2.1Pins v0.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lovstudio/skills
- Path
skills/fact-check/SKILL.md- Versions recorded
- 6
- Latest version
- v0.2.1, committed Sep 25, 2026
- First version recorded
- Aug 10, 2026
- Size
- 9,016 bytes
- Repository stars
- 72
- License
- MIT
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".
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
# 事实核查员 · Fact Checker 用这个 skill 回答事实真伪问题时，不要直接凭记忆下结论。你要模拟一个认真真人的尽调路径：先澄清命题，拆成可验证子问题，优先查一手资料，再用独立来源交叉验证，最后把证据、推断和不确定性分开写清楚。 ## When to Use - 用户问某个事实是否成立：例如“`Tauri` 程序不支持 GitHub webhook handler 吗？” - 用户要求“帮我确认”“查证一下”“这是真的吗”“有没有官方依据”。 - 用户给出一段文章、截图、传言、技术判断、商业说法或历史事实，希望判断可信度。 - 用户明确使用 English trigger phrases: `fact check`, `verify this`, `source check`, `is this true`, `due diligence`. ## Core Principle 事实校验不是搜索答案，而是还原“一个谨慎的人会如何确认答案”。 - 先确认问题含义，再确认答案。 - 优先找一手资料：官方文档、源码、标准、法规、公告、论文、原始数据、公司/项目维护者声明。 - 对技术问题，优先官方文档、源码、release notes、issue/PR，再看博客和社区问答。 - 对会随时间变化的问题，必须联网核验，并写明检索日期。 - 把“证据显示”“合理推断”“仍未确认”分开。 - 不要用单一搜索结果做强结论。至少尝试找一个反例或边界条件。 ## Workflow (MANDATORY) **You MUST follow these steps in order:** ### Step 1: Restate the Claim 把用户的问题改写成一个可验证命题，并指出关键歧义。 如果关键歧义会改变检索方向，先用 `AskUserQuestion` 问一个澄清问题； 否则继续执行，不要为了形式而打断用户。 Example: ```text 用户问：“Tauri 程序不支持 GitHub webhook handler 吗？” 可验证命题： 1. Tauri 桌面应用本身是否内置 HTTP server / webhook handler 能力？ 2. Tauri 应用能否通过插件、Rust sidecar、本地端口或外部服务接收 GitHub webhook？ 3. “不支持”指官方不推荐、没有内置 API，还是技术上完全不能做？ ``` ### Step 2: Choose Evidence Plan 根据问题类型选择证据路径。 | Claim Type | Primary Sources | Secondary Sources | |---|---|---| …
Read the whole file at its exact version.
How to install
mdr add lovstudio/skills/lov-fact-check@sha256:e21f08f6bdd12dd1The line at the top of this page pins the label v0.2.1, 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.
[](https://markdownregistry.com/a/art_jhuiwkrlrjbdkl3j)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 10, 2026 and Sep 25, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.2.1 latest | 2026-09-25 | 4b67fd1 | 9,016 B | A | view · diff |
| v0.2.0 | 2026-09-07 | a09848e | 8,975 B | A | view · diff |
| v0.2.0 | 2026-08-23 | 00fafa8 | 8,980 B | A | view · diff |
| v0.1.2 | 2026-08-10 | d704a55 | 8,258 B | A | view · diff |
| v0.1.2 | 2026-08-10 | 22e49cf | 7,631 B | A | view · diff |
| v0.1.2 | 2026-08-10 | 08d33b8 | 7,631 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9016 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
lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · 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/e21f08f6bdd12dd154ea5e920db337155f1bc7944a7475b9f3bba03107ebf7ca
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.