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Fact-checking and source verification
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content. | allenpeng0705/ | 3.1k | 4 repos | ~2.5k | Automated safety check: Notes | No licence | 8 days ago |
| 2 | Verifies the technical accuracy of JavaScript concept pages by checking code examples, MDN and ECMAScript claims and external links through a five-phase method. | leonardomso/ | 67k | 1 repo | ~5k | Automated safety check: Pass | MIT | 28 days ago |
| 3 | Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff. | davila7/ | 32k | 12 repos | ~3.5k | Automated safety check: Notes | MIT | yesterday |
| 4 | Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references. | Galaxy-Dawn/ | 5.7k | 3 repos | ~1.9k | Automated safety check: Pass | MIT | 15 days ago |
| 5 | 三层审查模型,逐段逐句验证文章真伪、证据链与逻辑结构。Use when the user asks to fact-check, verify, audit, or evaluate the credibility of an article, essay, report, opinion piece, social-media post, or any written claim —… | digoal/ | 8.6k | — | ~939 | Automated safety check: Pass | GPL-2.0 | 11 days ago |
| 6 | Runs a 13-agent pipeline for rigorous academic research, from forming the question through systematic search, synthesis, bias checks and an APA 7.0 report. | Imbad0202/ | 51k | — | ~13k | Automated safety check: Pass | Unknown | 5 days ago |
| 7 | A skill your agent uses when the user wants to fact-check an article or verify factual claims in a document. | MigoXLab/ | 757 | — | ~741 | Automated safety check: Notes | Apache-2.0 | 10 days ago |
| 8 | Use only when the user explicitly invokes $audit-onboarding-proposal. | hoangnb24/ | 1.2k | — | ~4k | Automated safety check: Pass | MIT | 5 days ago |
| 9 | Gives your agent a real-time search service for web queries, domain-specific lookups, parallel batch searches and full-page URL extraction. | jxxghp/ | 12k | 2 repos | ~2.7k | Automated safety check: Notes | GPL-3.0 | yesterday |
| 10 | Researches an unfamiliar topic and delivers a verified resource guide and a staged, timed learning roadmap as matching Markdown and HTML files. | Liuziyu77/ | 195 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 11 | 11.Dingo Verify A skill your agent uses when the user wants to fact-check an article or verify factual claims in a document. | MigoXLab/ | 757 | — | ~833 | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 12 | A skill your agent uses to verify CLAIM-LEVEL grounding of a documentation page (or set of pages) against the source code. | microsoft/ | 4k | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 13 | Fetches the transcript of a YouTube video through TranscriptAPI.com so the agent can summarize, quote, translate or fact-check what was said. | ZeroPointRepo/ | 1k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 14 | Review and validate claims using counter-hypothesis testing. | bradygaster/ | 3.3k | — | ~503 | Automated safety check: Pass | MIT | yesterday |
| 15 | Verifies that every reference in a manuscript is real, correctly identified and actually supports its claim, and produces a citation registry for typesetting. | Light0305/ | 641 | — | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 16 | 16.Xhs Imagen Create complete Xiaohongshu image-and-text posts from a topic, article, document, or rough idea, including research, fact checking, post copy, pagination, storyboards, a 3:4 cover, 9:16 content… | NimaChu/ | 120 | — | ~2.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 17 | 17.Paper Radar Scrape AI papers published by 28 big tech companies and AI labs in a given date window, with institutional attribution (lead vs. | tigerless-labs/ | 218 | — | ~2.4k | Automated safety check: Pass | Unknown | 1 mo ago |
| 18 | Argument shapes for the 5 built-in workflow patterns — deep-research, adversarial-review, code-review, multi-perspective, codebase-audit — runnable via the workflow tool's name input, without… | QuintinShaw/ | 554 | — | ~827 | Automated safety check: Pass | MIT | 2 days ago |
| 19 | 19.Research This skill should be used when the user asks to "research", "fact-check", "check the history", "is this accurate", "research notes", "sources", "historical accuracy", "technical accuracy", "how… | danjdewhurst/ | 279 | 2 repos | ~2.4k | Automated safety check: Notes | MIT | yesterday |
| 20 | Apply Buddhist epistemic and decision-making principles as practical work disciplines to improve reasoning quality, anti-hallucination, debugging discipline, and steadiness under pressure. | nai0om/ | 294 | — | ~2.4k | Automated safety check: Pass | MIT | 5 mo ago |
| 21 | Plans and drafts an eight-part, roughly 120k-word investigative series on one company, built around a strict fact-check pass rather than fast drafting. | HKUDS/ | 35k | — | ~2.4k | Automated safety check: Pass | MIT | yesterday |
| 22 | Runs cross-source web research to verify whether an online claim is true, distinguishing confirmed facts from rumor, marketing claims or stale information. | h4444433333/ | 123 | — | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 23 | A skill your agent uses when the user asks for discovery-scale research that informs a decision: brainstorming a project or feature, choosing a technology, or requests like "research X", "what's the… | DanMcInerney/ | 626 | — | ~2.3k | Automated safety check: Pass | MIT | 25 days ago |
| 24 | Attaches a numbered, URL-backed citation to every outside fact in an answer or document, rejecting quotes that aren't real. | NousResearch/ | 252k | — | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 25 | 25.Fact Check 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… | akitaonrails/ | 212 | — | ~2.7k | Automated safety check: Pass | No licence | 15 days ago |
| 26 | Researches what people are saying about a topic over a recent window across X, Reddit, YouTube and the public web, reporting each source's status with links. | imraywang/ | 160 | — | ~2.1k | Automated safety check: Pass | Unknown | 15 days ago |
| 27 | 27.Review Docs Audit a game environment's README.md and AGENTS.md against its engine implementation. | Kaggle/ | 454 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 28 | Count how many independent origins are behind news coverage of a claim, instead of counting URLs. | SerhiiKorniienko/ | 154 | — | ~1.5k | Automated safety check: Pass | MIT | 9 days ago |
| 29 | 29.Agent Search Use Agent Search MCP for free-first English and Chinese web search with compact evidence and minimal tool calls. | lennney/ | 110 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 17 days ago |
| 30 | A research rule set for pulling company financials from prioritized sources by market and cross-checking every key figure against two independent sources. | xbtlin/ | 17k | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 31 | Step-argument skill that formalizes writing an Aspire "What's new in N.N" release-notes page (src/frontend/src/content/docs/whats-new/aspire-N-N.mdx) as a repeatable lifecycle. | microsoft/ | 196 | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 32 | Unified web search, page fetching and evidence checking across hundreds of sources, with result verification, a research-dossier mode and vertical search engines. | taxueseek/ | 185 | — | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 33 | Runs a branch-parallel research pipeline with declared sufficiency per subquestion, deterministic stop and citation checks, and a separate model for verification. | AnkitClassicVision/ | 147 | — | ~588 | Automated safety check: Pass | MIT | 4 mo ago |
| 34 | Cross-checks each academic reference against several sources field by field, flags conflicts such as year, DOI, author order and page errors, and outputs a structured report. | Yuan1z0825/ | 46k | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 35 | Builds courses on current or externally checkable topics by researching live sources first, keeping a claim-to-source ledger and grounding every page in what was fetched. | THU-MAIC/ | 40k | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 36 | 36.Githits Code A skill your agent uses whenever invoking the GitHits CLI for public OSS source, documentation, or example evidence, including code search/grep, file navigation, source verification, docs lookup, or… | githits-com/ | 114 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 37 | Fetch and normalize any content source into clean text with metadata — YouTube video transcripts, TikTok captions, web articles, PDFs, tweets/X posts, local files. | SerhiiKorniienko/ | 154 | — | ~976 | Automated safety check: Pass | MIT | 9 days ago |
| 38 | Bright Data MCP handles ALL web data operations. An agent skill from brightdata/skills. | brightdata/ | 264 | 1 repo | ~3.7k | Automated safety check: Pass | MIT | yesterday |
| 39 | 39.Research A skill your agent uses for web searches and current information lookups, finding sources, fact-checking, researching questions, comparing sources, or summarising web pages. | zhongkaifu/ | 557 | — | ~2.3k | Automated safety check: Warn | BSD-3-Clause | yesterday |
| 40 | Plan and execute multi-step research, surveys, feasibility studies, and evidence-heavy analyses with adaptive planning, source verification, critic review, and cross-task learning. | microsoft/ | 135 | — | ~2.7k | Automated safety check: Pass | MIT | 7 days ago |
| 41 | Breaks AI-generated text into checkable claims, verifies them against independent sources and labels each one, with an optional exercise for learners. | iflytek/ | 5.2k | — | ~1.2k | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 42 | 42.Research A skill your agent uses when the user asks you to research, compare, fact-check or find current information, and the answer should come with sources. | katipally/ | 336 | — | ~827 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 43 | Use Entroly for content-blind agent-history audits, explicit baseline/optimized trials, recoverable command or browser evidence, response contracts, and token-efficiency claim verification. | juyterman1000/ | 473 | — | ~528 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 44 | Reference knowledge for AI deep research: a five-phase process, strategies by question type, CRAAP source scoring, cross-referencing, synthesis and citation formats. | RightNow-AI/ | 18k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 45 | A skill your agent uses when drafting, rewriting, or repurposing short-form X content, including single posts, quote posts, replies, threads, launches, and personal stories, with source fidelity and… | asimons81/ | 126 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 29 days ago |
| 46 | Assess and promote corpus slices toward citation readiness. An agent skill from scholay/skills. | scholay/ | 141 | — | ~1.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 47 | Verify claims in pitch decks and founder statements using multiple independent sources. | Abilityai/ | 628 | — | ~635 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 48 | Runs multi-step research with a loop of search, compress, reflect and synthesize, scaling effort from a quick sourced answer to an exhaustive cited report. | madebyaris/ | 126 | — | ~2.9k | Automated safety check: Pass | MIT | 3 mo ago |