fact-check
Skill283 starsChanged 59 days agoNo licenceView on GitHub
Adversarial fact-checking of the user's articles and essays (typically blog posts from akitaonrails-hugo, any markdown/text file), verifying every claim against online primary sources via cheap headless checker subagents spawned on coding-agent CLIs (zcode, claude, codex, opencode, kimi, grok, agy). Use when the user says "fact-check", "check the facts/claims in this article", "tear apart / destroy / nitpick my post", "pre-publish review", "what can be used against me in this text", or hands over a draft asking if anything is wrong or unverifiable. Do not use for code review, security audits, or proofreading without factual verification.
39 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- nicholasjconn/skillstheir own version, first seen Nov 15, 2026
- WilliamEbong/CourseForgetheir own version, first seen Nov 8, 2026
- surfmind-space/awesome-surfmindtheir own version, first seen Nov 8, 2026
- AmethystLuna/embedded-workbenchtheir own version, first seen Nov 5, 2026
- aktsmm/Agent-Skillstheir own version, first seen Nov 1, 2026
- kfangw/research-opstheir own version, first seen Oct 25, 2026
Used with
Projects with it also use deep-research, seo and 2 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
NVIDIASkilldeep-research
Queue deep, multi-step research and analysis tasks to the DeepAgents worker. Supports execution depth presets, request-specific rubrics, SubAgent delegation, and RubricMiddleware cross-validation.
Also in 4 projects that use this
nilssonrSkillseo
Full SEO workflow for auditing pages and creating SEO-optimized content. Provides checklists with educational explanations aligned with Google Search Central documentation.
Also in 3 projects that use this
NVIDIASkillresearch
Before designing a feature, research how comparable libraries solve the problem, check best practices, known pitfalls, and upstream changes. Use when starting a new feature, investigating an unfamiliar area, or the user asks to research something.
Also in 3 projects that use this
BlockSkillfrontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
Also in 3 projects that use this
Other versions39 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- Leostruka/devin-bundle★ 061% same
Wrote their own version · 38
- leonardomso/33-js-concepts★ 67ksame name
- THU-MAIC/OpenMAIC★ 44ksame name
- garrytan/gbrain★ 33ksame name
- elvisun/newsjack★ 1.7ksame name
- srid/emanote★ 963same name
- Jamie-BitFlight/claude_skills★ 67same name
- jezweb/vite-flare-starter★ 49same name
- namedtoaster/The-Last-Mile★ 39same name
- AmethystLuna/embedded-workbench★ 32same name
- aktsmm/Agent-Skills★ 26same name
28 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository24 other files it gives its agents.
- humanizer/AGENTS.mdAGENTS.md
- agent-browserSkill
- akita-finishSkill
- blog-cost-chartsSkill
- clonedepsSkill
- codemapSkill
- deepworkSkill
- effectSkill
- github-resolutionSkill
- humanizerSkill
- improve-codebase-architectureSkill
- iss-auditSkill
- loop-engineeringSkill
- post-refactorSkill
- pr-auditSkill
- pr-bumpSkill
- pr-post-auditSkill
- reflectSkill
- releaseSkill
- release-smoke-testSkill
- security-auditSkill
- simplifySkill
- verification-planningSkill
- worktreesSkill
The file
We split this skill into the rules it gives an agent
9 rules. 0 are common, 5 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 32 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 32 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

