[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-jwynia-claim-investigation-bn":3,"guides-for-jwynia-claim-investigation":223,"similar-k1713jxcqmcxt0qc8j638d84298664ax":224},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":20,"identity":189,"isFallback":194,"parentExtension":195,"providers":196,"relations":200,"repo":202,"workflow":220},1778053622473.6584,"k1713jxcqmcxt0qc8j638d84298664ax",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"Systematically investigate social media claims and viral content. Use when fact-checking complex claims, when decomposing multi-part assertions, or when investigating narratives that mix facts with interpretation.",{},"Claim Investigation","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/research/verification/claim-investigation",[15,16,17,18,19],"research","verification","fact-checking","analysis","documentation",{"_creationTime":21,"_id":22,"extensionId":5,"locale":23,"result":24,"trustSignals":177,"workflow":187},1778054012697.0032,"kn7d18kcg31akdafa63pppm29x867pe7","en",{"checks":25,"evaluatedAt":167,"extensionSummary":168,"promptVersionExtension":169,"promptVersionScoring":170,"rationale":171,"score":172,"summary":173,"tags":174,"targetMarket":175,"tier":176},[26,31,34,37,41,44,49,53,56,59,63,67,70,74,77,80,83,86,89,92,96,100,104,109,113,116,119,122,126,129,132,135,138,141,145,148,151,154,157,160,164],{"category":27,"check":28,"severity":29,"summary":30},"Practical Utility","Problem relevance","pass","The description clearly names a concrete user problem: investigating social media claims and viral content, and provides specific use cases like fact-checking complex claims.",{"category":27,"check":32,"severity":29,"summary":33},"Unique selling proposition","The skill offers a systematic, multi-phase approach to claim investigation, including decomposition, entity resolution, verification, source evaluation, and narrative pattern recognition, which goes beyond basic fact-checking.",{"category":27,"check":35,"severity":29,"summary":36},"Production readiness","The skill provides a comprehensive, phased methodology for claim investigation, covering decomposition, verification, and reporting, and appears ready for use in a workflow.",{"category":38,"check":39,"severity":29,"summary":40},"Scope","Single responsibility principle","The skill is focused on systematically investigating claims and viral content, with a clear methodology for decomposition, verification, and reporting, adhering to a single responsibility.",{"category":38,"check":42,"severity":29,"summary":43},"Description quality","The displayed description accurately reflects the skill's capabilities for investigating social media claims and viral content, using specific examples for its application.",{"category":45,"check":46,"severity":47,"summary":48},"Invocation","Scoped tools","not_applicable","This skill does not expose specific tools; it functions as a procedural guide for the LLM.",{"category":50,"check":51,"severity":47,"summary":52},"Documentation","Configuration & parameter reference","The skill does not appear to use configurable parameters or environment variables beyond the implicit LLM context.",{"category":38,"check":54,"severity":47,"summary":55},"Tool naming","This skill does not define explicit tools with names.",{"category":38,"check":57,"severity":47,"summary":58},"Minimal I/O surface","As this is a procedural skill and not tool-based, there is no explicit I/O surface to evaluate.",{"category":60,"check":61,"severity":29,"summary":62},"License","License usability","The license is MIT, a permissive open-source license, and is declared in the SKILL.md frontmatter.",{"category":64,"check":65,"severity":47,"summary":66},"Maintenance","Commit recency","No commit data available.",{"category":64,"check":68,"severity":47,"summary":69},"Dependency Management","The skill does not appear to have external dependencies.",{"category":71,"check":72,"severity":47,"summary":73},"Security","Secret Management","The skill is a procedural guide and does not handle secrets.",{"category":71,"check":75,"severity":29,"summary":76},"Injection","The skill is a set of instructions and does not load external data that could be subject to injection.",{"category":71,"check":78,"severity":29,"summary":79},"Transitive Supply-Chain Grenades","The skill is self-contained and does not fetch or execute external code or data at runtime.",{"category":71,"check":81,"severity":29,"summary":82},"Sandbox Isolation","The skill operates purely within the LLM's context and does not interact with the file system or external resources.",{"category":71,"check":84,"severity":29,"summary":85},"Sandbox escape primitives","As a procedural skill, it does not contain scripts or instructions that could lead to sandbox escape.",{"category":71,"check":87,"severity":29,"summary":88},"Data Exfiltration","The skill is purely instructional and does not perform any outbound calls or read confidential data.",{"category":71,"check":90,"severity":29,"summary":91},"Hidden Text Tricks","The bundled markdown content is clean and does not contain hidden steering tricks.",{"category":93,"check":94,"severity":29,"summary":95},"Hooks","Opaque code execution","The skill content is plain markdown and does not involve obfuscated code execution.",{"category":97,"check":98,"severity":47,"summary":99},"Portability","Structural Assumption","The skill is a set of instructions and makes no assumptions about user project structure.",{"category":101,"check":102,"severity":47,"summary":103},"Trust","Issues Attention","No issue data available for this repository.",{"category":105,"check":106,"severity":107,"summary":108},"Versioning","Release Management","info","A version ('1.0') is declared in the SKILL.md frontmatter, but it is not a meaningful semantic version.",{"category":110,"check":111,"severity":47,"summary":112},"Code Execution","Validation","The skill is a set of instructions and does not involve executable code or structured output that requires validation.",{"category":71,"check":114,"severity":29,"summary":115},"Unguarded Destructive Operations","The skill is purely analytical and performs no destructive operations.",{"category":110,"check":117,"severity":29,"summary":118},"Error Handling","The skill is a set of instructions and does not contain code that would generate errors requiring handling.",{"category":110,"check":120,"severity":47,"summary":121},"Logging","The skill is purely instructional and does not perform actions that require local logging.",{"category":123,"check":124,"severity":29,"summary":125},"Compliance","GDPR","The skill is purely instructional and does not operate on personal data.",{"category":123,"check":127,"severity":29,"summary":128},"Target market","The skill is a general methodology for claim investigation and has no regional or jurisdictional limitations. Target market is global.",{"category":97,"check":130,"severity":29,"summary":131},"Runtime stability","The skill is a set of markdown instructions and does not have runtime dependencies or OS-specific assumptions.",{"category":45,"check":133,"severity":29,"summary":134},"Precise Purpose","The description clearly states the skill's purpose: to systematically investigate claims and viral content, with specific use cases and boundaries.",{"category":45,"check":136,"severity":29,"summary":137},"Concise Frontmatter","The frontmatter is concise and effectively summarizes the skill's core capability and use cases.",{"category":50,"check":139,"severity":29,"summary":140},"Concise Body","The skill body is well-structured and uses progressive disclosure by deferring detailed procedures to sections, keeping the main body concise.",{"category":142,"check":143,"severity":29,"summary":144},"Context","Progressive Disclosure","The skill utilizes progressive disclosure by breaking down complex procedures into sections and using detailed examples, though it could potentially move more to external files if it were significantly larger.",{"category":142,"check":146,"severity":47,"summary":147},"Forked exploration","This skill is primarily diagnostic and procedural; it does not involve deep code review or extensive exploration that would necessitate forked context.",{"category":27,"check":149,"severity":29,"summary":150},"Usage examples","The skill provides a detailed example of claim decomposition, demonstrating the input and expected atomic claims.",{"category":27,"check":152,"severity":29,"summary":153},"Edge cases","The skill documents several limitations and anti-patterns, providing recovery steps or alternative approaches for common pitfalls.",{"category":110,"check":155,"severity":47,"summary":156},"Tool Fallback","The skill does not rely on external tools like an MCP server.",{"category":97,"check":158,"severity":29,"summary":159},"Stack assumptions","The skill makes no assumptions about specific programming languages, frameworks, or operating systems, operating solely within the LLM's markdown interpretation capabilities.",{"category":161,"check":162,"severity":29,"summary":163},"Safety","Halt on unexpected state","The skill's methodology emphasizes checking for missing information and documenting limitations, guiding the LLM to report on unexpected states rather than proceeding.",{"category":97,"check":165,"severity":29,"summary":166},"Cross-skill coupling","The skill is self-contained and clearly defines its scope, explicitly cross-linking to other skills for complementary tasks rather than implicitly relying on them.",1778053856270,"This skill provides a detailed, multi-phase methodology for decomposing, verifying, and analyzing claims. It guides the LLM through resolving entities, evaluating sources, identifying narrative patterns, and synthesizing findings into a structured report, distinguishing verifiable facts from interpretation.","2.0.0","3.4.0","The 'Claim Investigation' skill is a high-quality, well-documented procedural guide for a complex task. It adheres to best practices for scope, documentation, and safety, with a clear methodology and helpful examples. The only minor point is the version number being '1.0' rather than a more detailed semantic version.",95,"A comprehensive skill for systematically investigating social media claims and viral content.",[15,16,17,18,19],"global","verified",{"codeQuality":178,"collectedAt":179,"documentation":180,"maintenance":182,"security":183,"testCoverage":186},{},1778053845555,{"descriptionLength":181,"readmeSize":8},213,{},{"hasNpmPackage":184,"license":185,"smitheryVerified":184},false,"MIT",{"hasCi":184,"hasTests":184},{"updatedAt":188},1778054012696,{"githubOwner":190,"githubRepo":191,"locale":23,"slug":192,"type":193},"jwynia","agent-skills","claim-investigation","skill",true,null,{"extract":197,"llm":199},{"commitSha":198,"license":185},"e02ec7e226a6e4f8419fd3b88a1d8e472d421b32",{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":201},"kd7efn3mprpa8rd8vm5hw5ebzx864fph",{"_creationTime":203,"_id":201,"identity":204,"providers":206,"workflow":217},1777995558409.897,{"githubOwner":190,"githubRepo":191,"sourceUrl":205},"https://github.com/jwynia/agent-skills",{"discover":207,"github":210},{"sources":208},[209],"skills-sh",{"closedIssues90d":8,"forks":211,"openIssues90d":212,"pushedAt":213,"readmeSize":214,"stars":215,"topics":216},10,2,1771900514000,11924,70,[],{"discoverAt":218,"extractAt":219,"githubAt":219,"updatedAt":219},1777995558409,1778053628601,{"anyEnrichmentAt":221,"extractAt":222,"githubAt":221,"llmAt":188,"updatedAt":188},1778053625386,1778053622473,[],[225,252,272,293,320,342],{"_creationTime":226,"_id":227,"community":228,"display":229,"identity":237,"providers":241,"relations":246,"workflow":248},1778053327521.585,"k17eftejnaapgr7mnfajqgng2h866syh",{"reviewCount":8},{"description":230,"installMethods":231,"name":232,"sourceUrl":233,"tags":234},"Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to \"fact check\", \"verify\", \"is this true\", or mentions claims that need validation.",{},"Fact Checker","https://github.com/shubhamsaboo/awesome-llm-apps/tree/HEAD/awesome_agent_skills/fact-checker",[17,235,16,236,18],"misinformation","llm-skill",{"githubOwner":238,"githubRepo":239,"locale":23,"slug":240,"type":193},"shubhamsaboo","awesome-llm-apps","fact-checker",{"extract":242,"llm":244},{"commitSha":243,"license":185},"a35897449fe8b0fab12e8f0fd9f2e2a40e872ab7",{"promptVersionExtension":169,"promptVersionScoring":170,"score":245,"targetMarket":175,"tier":176},100,{"repoId":247},"kd73kvct1kme7748mpsbddhhmx865wd3",{"anyEnrichmentAt":249,"extractAt":250,"githubAt":249,"llmAt":251,"updatedAt":251},1778053329769,1778053327521,1778053376632,{"_creationTime":253,"_id":254,"community":255,"display":256,"identity":264,"providers":266,"relations":270,"workflow":271},1778053622473.659,"k175v48mt9fzh8r2mm6ra7m5gs867jav",{"reviewCount":8},{"description":257,"installMethods":258,"name":259,"sourceUrl":260,"tags":261},"Verify claims in generated output against sources. Use as a separate pass AFTER content generation to catch hallucinations. Critical constraint - cannot be reliably combined with generation in a single pass.",{},"Fact-Check Skill","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/research/verification/fact-check",[16,15,262,19,263],"hallucination","safety",{"githubOwner":190,"githubRepo":191,"locale":23,"slug":265,"type":193},"fact-check",{"extract":267,"llm":268},{"commitSha":198,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":269,"targetMarket":175,"tier":176},98,{"repoId":201},{"anyEnrichmentAt":221,"extractAt":222,"githubAt":221,"llmAt":188,"updatedAt":188},{"_creationTime":273,"_id":274,"community":275,"display":276,"identity":285,"providers":287,"relations":291,"workflow":292},1778053622473.6594,"k171jc4epkmqq2y76n42e3eg0s866rf8",{"reviewCount":8},{"description":277,"installMethods":278,"name":279,"sourceUrl":280,"tags":281},"Systematically identify what's missing in non-fiction writing—both blind spots (inherent limitations) and blank spots (gaps that could be addressed). Use before finalizing non-fiction or when feedback feels incomplete.",{},"Blind Spot Detective","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/writing/analysis/blind-spot-detective",[282,18,283,284,19],"writing","non-fiction","diagnostic",{"githubOwner":190,"githubRepo":191,"locale":23,"slug":286,"type":193},"blind-spot-detective",{"extract":288,"llm":289},{"commitSha":198,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":290,"targetMarket":175,"tier":176},99,{"repoId":201},{"anyEnrichmentAt":221,"extractAt":222,"githubAt":221,"llmAt":188,"updatedAt":188},{"_creationTime":294,"_id":295,"community":296,"display":297,"identity":306,"providers":310,"relations":314,"workflow":316},1778053100136.2388,"k17ba7hx1c2htdr84qc7vc86cd867abn",{"reviewCount":8},{"description":298,"installMethods":299,"name":300,"sourceUrl":301,"tags":302},"Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like \"review this paper\", \"analyze this research\", \"summarize this study\", or \"write a peer review\".",{},"Academic Paper Review Skill","https://github.com/bytedance/deer-flow/tree/HEAD/skills/public/academic-paper-review",[15,303,304,18,305],"academic","paper-review","llm",{"githubOwner":307,"githubRepo":308,"locale":23,"slug":309,"type":193},"bytedance","deer-flow","academic-paper-review",{"extract":311,"llm":313},{"commitSha":312,"license":185},"1336872b15c25d45ebcb7c1cf72369c2bdd53187",{"promptVersionExtension":169,"promptVersionScoring":170,"score":269,"targetMarket":175,"tier":176},{"repoId":315},"kd789sm7egx1h0t1jag6zzhcq98656wv",{"anyEnrichmentAt":317,"extractAt":318,"githubAt":317,"llmAt":319,"updatedAt":319},1778053101076,1778053100136,1778053169012,{"_creationTime":321,"_id":322,"community":323,"display":324,"identity":334,"providers":336,"relations":340,"workflow":341},1778053100136.2437,"k177cymqjd5pwcqq4tk0kek34d867am8",{"reviewCount":8},{"description":325,"installMethods":326,"name":327,"sourceUrl":328,"tags":329},"Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on Github repository URL or open source projects.",{},"GitHub Deep Research Skill","https://github.com/bytedance/deer-flow/tree/HEAD/skills/public/github-deep-research",[330,15,18,331,332,333],"github","api","report-generation","python",{"githubOwner":307,"githubRepo":308,"locale":23,"slug":335,"type":193},"github-deep-research",{"extract":337,"llm":338},{"commitSha":312,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":339,"targetMarket":175,"tier":176},97,{"repoId":315},{"anyEnrichmentAt":317,"extractAt":318,"githubAt":317,"llmAt":319,"updatedAt":319},{"_creationTime":343,"_id":344,"community":345,"display":346,"identity":355,"providers":357,"relations":360,"workflow":361},1778053622473.6565,"k175dk23bnmc82m0wgkc81c51s866xz1",{"reviewCount":8},{"description":347,"installMethods":348,"name":349,"sourceUrl":350,"tags":351},"Synthesize multiple media analyses into cross-source patterns and insights. Use when you need to cross-reference analyses, find patterns across sources, or perform meta-analysis of media content.",{},"Media Meta-Analysis","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/research/tools/media-meta-analysis",[15,18,352,353,354],"media","synthesis","llm-guidance",{"githubOwner":190,"githubRepo":191,"locale":23,"slug":356,"type":193},"media-meta-analysis",{"extract":358,"llm":359},{"commitSha":198,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":201},{"anyEnrichmentAt":221,"extractAt":222,"githubAt":221,"llmAt":188,"updatedAt":188}]