Topic · Research & Science
Best fact-checking and source verification skills, page 4
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 |
|---|---|---|---|---|---|---|---|---|
| 145 | Audit work, verify claims with concrete evidence, and explain the result in simple grade-5 language. | nirholas/ | 227 | 1 repo | ~920 | Automated safety check: Pass | Apache-2.0 | today |
| 146 | 146.Research Mastery Hierarchical retrieval: KB → MCP/Context7 → web. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 147 | Fact-check LLM-drafted technical content against primary sources — source hierarchy, programmatic existence probes for tool and plugin names, class-before-instance error triage, the… | trilwu/ | 156 | — | ~4k | Automated safety check: Pass | MIT | 1 mo ago |
| 148 | Adversarially review an ETL dataset's data and metadata for factual accuracy — verifies metadata claims against the producer's own documentation (fetched from the links in snapshot .dvc files and… | owid/ | 158 | — | ~7.1k | Automated safety check: Pass | MIT | today |
| 149 | 149.Research Deep research with web search, source verification, and fact-checking. | EliasOulkadi/ | 114 | — | ~3.4k | Automated safety check: Pass | MIT | 3 days ago |
| 150 | 150.Fact Checker Systematic fact verification and misinformation identification using evidence-based analysis. | aiskillstore/ | 430 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 151 | 151.Web Search This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. | sundial-org/ | 663 | — | ~3.3k | Automated safety check: Pass | No licence | 7 mo ago |
| 152 | 152.Receipts Audit Audit any document against its own sources — every factual claim extracted and graded as evidenced, partially evidenced, unsupported, or contradicted, with the exact source line that supports or… | mohitagw15856/ | 1.4k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 153 | 153.Cg Paper Writing Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. | jaccen/ | 161 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 154 | 154.04 Fact Check Verify factual claims in a text against authoritative sources and rewrite it with footnote citations, hedging the unconfirmed. | ai-driven-dev/ | 513 | — | ~839 | Automated safety check: Pass | MIT | today |
| 155 | 155.Verify Claims Verify claims and information using professional fact-checking services. | LeoYeAI/ | 2.2k | — | ~4.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 156 | A specialized skill for the researcher and fact-checker agents covering investigative research. | revfactory/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 157 | Check AI output before you trust or use it — where it's likely wrong, what to verify, and how to catch confident-sounding errors. | mohitagw15856/ | 1.4k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 158 | 158.Fact Check Pass Run a claim-by-claim fact-check pass on a draft article, script, or report before publication. | mohitagw15856/ | 1.4k | — | ~844 | Automated safety check: Pass | MIT | today |
| 159 | 159.Fact Checker Anti-hallucination discipline for any code that names an external symbol you aren't certain exists — a library function, method, config key, package version, CLI flag, env var, or endpoint. | ccplugins/ | 968 | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 160 | 160.Fact Check Verify claims in generated output against sources. An agent skill from jwynia/agent-skills. | jwynia/ | 166 | — | ~2.9k | Automated safety check: Pass | MIT | 7 mo ago |
| 161 | Evaluate source credibility using primary/secondary classification, internal/external criticism, triangulation, and misinformation detection. | asgard-ai-platform/ | 241 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 162 | A skill your agent uses when the user wants to turn raw material — transcripts, interviews, event notes, data, direct quotes — into a publishable news piece (breaking news, investigative report… | asgard-ai-platform/ | 241 | — | ~4k | Automated safety check: Pass | MIT | 4 mo ago |
| 163 | 163.Epistemic Guide Helps users examine the logical foundations of their beliefs through Socratic questioning when they make potentially dubious claims. | LeoYeAI/ | 2.2k | — | ~5.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 164 | Mine differentiation angles for a saturated Amazon category by tracing how a best-seller spawned derivative shapes, testing color and style fit with target-market home aesthetics, and extracting… | xjli360/ | 240 | — | ~802 | Automated safety check: Pass | MIT | 10 days ago |
| 165 | 165.Fact Checking Verify the accuracy of claims and statements by extracting individual assertions, identifying authoritative sources, cross-referencing evidence, and assigning confidence-scored verdicts. | seb1n/ | 206 | — | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 166 | 166.Jina Reader Web content extraction via Jina AI Reader API. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~645 | Automated safety check: Pass | MIT | today |
| 167 | Verify claims about offline records over the phone with CALL-E - "call these providers and check they still accept this plan", "confirm these supplier contacts are current", "phone-verify this… | CALLE-AI/ | 106 | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 168 | 面向真实业务决策的多平台事实核验 Skill。正式支持深知晓、深知晓(深度溯源)、豆包、腾讯元宝、DeepSeek 和通义千问,按用户输入动态选择 N≥1 个平台。完整采集原回答、引用、截图与页面存证,结构化比较关键事实,按需使用可信搜索逐点核验权威证据,并评估各平台表现。权威答案是核验产物之一,原始证据、冲突与证据边界全程可追溯。基础采集与对比无需 API… | aiskillstore/ | 430 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
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