Topic · Research & Science
Best fact-checking and source verification skills, page 3
Fact-checking and source verification skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | The editorial standard for Flowfile's docs site — the house style (register-2 voice rules), the persona-based nav map (which tab serves which arriving audience), the claim-type→source-of-truth… | Edwardvaneechoud/ | 370 | — | ~5.8k | Automated safety check: Pass | MIT | yesterday |
| 98 | 98.Go In Depth Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. | sickn33/ | 47k | 1 repo | ~530 | Automated safety check: Pass | MIT | yesterday |
| 99 | Search Google, Bing, Google News and Google Scholar, and read public pages, with the Serply MCP server. | sickn33/ | 47k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 100 | 100.Verify Citations Verify citations and references in a document, report, or article against real sources. | sickn33/ | 47k | 1 repo | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 101 | 101.Verify Claims Run Chain-of-Verification (CoVe) on a draft or a block of text with factual claims. | pedrohcgs/ | 1.6k | — | ~2.2k | Automated safety check: Pass | MIT | 10 days ago |
| 102 | 102.AI RAG Pipeline Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. | NeverSight/ | 216 | 1 repo | ~2k | Automated safety check: Pass | No licence | yesterday |
| 103 | 103.Blog Factcheck Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. | AgriciDaniel/ | 2.3k | — | ~2.2k | Automated safety check: Pass | MIT | 5 days ago |
| 104 | 104.Fact Checker Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. | daymade/ | 1.4k | 2 repos | ~2.1k | Automated safety check: Pass | MIT | today |
| 105 | Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime. | sickn33/ | 47k | 1 repo | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 106 | Verify claim-level sources and DOI/PMID; export checked citations. | huang-sir1/ | 1.9k | — | ~1.1k | Automated safety check: Pass | Unknown | 16 days ago |
| 107 | 107.Batch All Issues Resolve every open issue one at a time: fact-check each with web research, close the ones that need no action, and run the goal-pr skill to fix, review, and merge the ones that do — repeating until… | dyoshikawa/ | 1.5k | — | ~2.6k | Automated safety check: Pass | MIT | 2 days ago |
| 108 | Resolve every open maintainer-scrap issue one at a time: fact-check each with web research, close the ones that need no action, and run the goal-pr skill to fix, review, and merge the ones that do —… | dyoshikawa/ | 1.5k | — | ~2.6k | Automated safety check: Pass | MIT | 2 days ago |
| 109 | 109.Deep Research Run a disciplined, multi-source research investigation for a high-stakes question or decision — fan-out web search across many channels, parallel sub-agents, source triangulation (each claim backed… | alirezarezvani/ | 28k | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 110 | 110.Fact Check Audit code for correctness and rigor — logic errors, silent error swallowing, wishful thinking, and unjustified fallbacks. | srid/ | 963 | — | ~1.1k | Automated safety check: Pass | Unknown | 2 mo ago |
| 111 | 111.Verify Claims Audit a report, plan, or handoff by re-deriving every load-bearing claim from primary sources. | happier-dev/ | 1.9k | — | ~791 | Automated safety check: Pass | MIT | today |
| 112 | Expert web researcher using advanced search techniques and synthesis. | aiskillstore/ | 430 | 9 repos | ~603 | Automated safety check: Pass | No licence | today |
| 113 | 113.Fact Check Extract factual claims from PR copy, verify each claim independently, attach concrete citations, and warn when certainty is low. | elvisun/ | 1.5k | — | ~5.6k | Automated safety check: Pass | MIT | yesterday |
| 114 | 114.Fact Check Systematic claim-by-claim verification for any content before it ships. | garrytan/ | 31k | — | ~5.2k | Automated safety check: Pass | MIT | today |
| 115 | Researches archives, contemporary accounts, and timeline reconstruction. | bitwize-music-studio/ | 536 | — | ~2.3k | Automated safety check: Pass | CC0-1.0 | 14 days ago |
| 116 | 116.Verify Sources Captures human source verification for tracks, timestamps it, and updates track files. | bitwize-music-studio/ | 536 | — | ~1.3k | Automated safety check: Notes | CC0-1.0 | 14 days ago |
| 117 | 117.Gmgn Narrative Independently research and write an AI-narrative / due-diligence card for a crypto token — the kind of "叙事分析" card that covers what story a token is telling and what's independently verifiable about… | GMGNAI/ | 601 | — | ~5.8k | Automated safety check: Pass | MIT | 9 days ago |
| 118 | Systematically investigate social media claims and viral content. | jwynia/ | 165 | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 7 mo ago |
| 119 | 119.Browsing X A skill your agent uses when the user wants to interact with X (formerly Twitter) - search for posts, extract a specific post's data (content + engagement + author), extract a user's profile… | browsing-skills/ | 116 | — | ~623 | Automated safety check: Pass | MIT | 3 mo ago |
| 120 | Crisis communication and rapid-response workflows. An agent skill from jamditis/claude-skills-journalism. | jamditis/ | 416 | — | ~3.6k | Automated safety check: Pass | MIT | 3 days ago |
| 121 | Structured fact-checking workflow. An agent skill from jamditis/claude-skills-journalism. | jamditis/ | 416 | — | ~2.8k | Automated safety check: Pass | MIT | 3 days ago |
| 122 | Dispute-issue identification means, after legal-element extraction, extracting the issues in dispute from the legal facts and further converting case relationships into questions of legal… | THUYRan/ | 868 | — | ~2.4k | Automated safety check: Pass | No licence | 1 mo ago |
| 123 | 123.Signal Mine Triage a raw dump of external material — news, social threads, community discussions, competitor moves, sales-call notes — into content angles the brand has authority to make, each mapped to a… | indranilbanerjee/ | 854 | 1 repo | ~1k | Automated safety check: Pass | MIT | 3 days ago |
| 124 | Verify sources, claims, images, video, documents, interviews, and synthetic media with SIFT and a durable evidence trail. | jamditis/ | 416 | — | ~1.4k | Automated safety check: Pass | MIT | 3 days ago |
| 125 | 125.Research Research: structured investigation, fact-checking, explanation traces. | notque/ | 435 | — | ~1.7k | Automated safety check: Notes | MIT | 4 days ago |
| 126 | Rigorous multi-pass editor for law review articles, student notes, seminar papers and other legal scholarship. | lawve-ai/ | 826 | — | ~5.3k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 127 | Performs quality control, citation validation, and fact-checking before human review. | bitwize-music-studio/ | 536 | — | ~1.5k | Automated safety check: Pass | CC0-1.0 | 14 days ago |
| 128 | 128.Deep Research Deep research harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. | asgeirtj/ | 69k | — | ~390 | Automated safety check: Pass | CC0-1.0 | 2 days ago |
| 129 | Lightweight source-backed research and synthesis for normal Reviva agents. | mingchen666/ | 236 | — | ~1.9k | Automated safety check: Pass | No licence | 16 days ago |
| 130 | 130.Bias Assessor A skill your agent uses when evidence-review has an extraction table and needs lightweight risk-of-bias fields. | WILLOSCAR/ | 513 | — | ~307 | Automated safety check: Pass | No licence | 2 days ago |
| 131 | 131.Extraction Form A skill your agent uses when evidence-review has screened includes and needs a schema-aligned extraction table. | WILLOSCAR/ | 513 | — | ~294 | Automated safety check: Pass | No licence | 2 days ago |
| 132 | 132.Protocol Writer A skill your agent uses when evidence-review needs an operational protocol before screening and extraction. | WILLOSCAR/ | 513 | — | ~346 | Automated safety check: Pass | No licence | 2 days ago |
| 133 | A skill your agent uses when an approved evidence-review protocol needs to be applied to a candidate pool. | WILLOSCAR/ | 513 | — | ~326 | Automated safety check: Pass | No licence | 2 days ago |
| 134 | 134.Synthesis Writer A skill your agent uses when evidence-review has completed extraction and needs a bounded narrative synthesis. | WILLOSCAR/ | 513 | — | ~336 | Automated safety check: Pass | No licence | 2 days ago |
| 135 | 135.Spectre Doctor Assess and repair a project's Spectre knowledge, work history, tags, and retrieval quality through primary-led decisions, parallel evidence review, and delegated repairs. | joenandez/ | 164 | — | ~3.6k | Automated safety check: Pass | MIT | 5 days ago |
| 136 | Journal sub-skill for focused public/source evidence review and reviewed finding write-back before interpretation or answer synthesis. | exon-research/ | 484 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 137 | 137.Deep Research Universal deep research agent team. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~8k | Automated safety check: Pass | Unknown | 2 days ago |
| 138 | 138.Eval Content Score marketing content across six dimensions — content quality, brand voice, hallucination risk, claim verification, structure, readability — into a composite score with letter grade, a… | indranilbanerjee/ | 854 | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 3 days ago |
| 139 | 139.Verify Claims Extract every verifiable claim in marketing copy — statistics, rankings, awards, citations, performance and time-bound assertions — and check each against a user-supplied evidence JSON, classifying… | indranilbanerjee/ | 854 | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 3 days ago |
| 140 | 140.Deep Research Full execution protocol for MODE: DEEPRESEARCH — orchestrator-worker deep research over external sources: decompose, iterative websearch/webfetch retrieval, parallel sme synthesis, dual-reviewer… | ZaxbyHub/ | 488 | — | ~2.7k | Automated safety check: Pass | MIT | today |
| 141 | Full execution protocol for MODE: PRE-PHASE BRIEFING -- phase-start context assembly, evidence review, and task readiness checks. | ZaxbyHub/ | 488 | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 142 | 142.Research Investigate questions using high-trust primary sources and traceable citations. | stevesolun/ | 588 | — | ~233 | Automated safety check: Pass | MIT | 4 days ago |
| 143 | 143.Geo Fact Checker GEO-focused fact-checking and evidence collection assistant for written content. | LeoYeAI/ | 2.2k | — | ~5.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 144 | Audit work, verify claims with concrete evidence, and explain the result in simple grade-5 language. | nirholas/ | 226 | 1 repo | ~920 | Automated safety check: Pass | Apache-2.0 | today |
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