[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-shubhamsaboo-fact-checker-bn":3,"guides-for-shubhamsaboo-fact-checker":243,"similar-k17eftejnaapgr7mnfajqgng2h866syh":244},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":20,"identity":202,"isFallback":207,"parentExtension":208,"providers":209,"relations":213,"repo":215,"workflow":240},1778053327521.585,"k17eftejnaapgr7mnfajqgng2h866syh",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"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",[15,16,17,18,19],"fact-checking","misinformation","verification","llm-skill","analysis",{"_creationTime":21,"_id":22,"extensionId":5,"locale":23,"result":24,"trustSignals":190,"workflow":200},1778053376632.4426,"kn77pep479nb2jq8y7edwk30n18677ae","en",{"checks":25,"evaluatedAt":180,"extensionSummary":181,"promptVersionExtension":182,"promptVersionScoring":183,"rationale":184,"score":185,"summary":186,"tags":187,"targetMarket":188,"tier":189},[26,31,34,38,42,46,50,53,57,61,65,68,71,74,78,81,84,87,90,93,97,101,104,108,111,114,117,120,123,126,130,133,137,141,144,147,150,153,157,160,163,166,168,170,172,174,176,178],{"category":27,"check":28,"severity":29,"summary":30},"Invocation","Precise Purpose","pass","The description clearly states the skill's purpose (fact verification, misinformation identification) and provides specific triggers and boundaries for its use.",{"category":27,"check":32,"severity":29,"summary":33},"Concise Frontmatter","The frontmatter is concise and effectively summarizes the core capability and trigger phrases within the typical character limit.",{"category":35,"check":36,"severity":29,"summary":37},"Documentation","Concise Body","The skill body is under 500 lines and delegates deeper material to separate files, adhering to progressive disclosure principles.",{"category":39,"check":40,"severity":29,"summary":41},"Context","Progressive Disclosure","The skill outlines the flow in SKILL.md and links into a references directory for detailed sub-tasks, demonstrating good progressive disclosure.",{"category":39,"check":43,"severity":44,"summary":45},"Forked exploration","not_applicable","This skill is not an exploration-style skill that would benefit from forked context.",{"category":47,"check":48,"severity":29,"summary":49},"Practical Utility","Usage examples","A comprehensive example is provided, demonstrating the input, invocation, and expected output for a typical use case.",{"category":47,"check":51,"severity":29,"summary":52},"Edge cases","The skill documents common patterns to watch for, which implicitly cover potential failure modes, and provides guidance on handling them.",{"category":54,"check":55,"severity":44,"summary":56},"Code Execution","Tool Fallback","This skill does not appear to rely on external tools like MCP, so this check is not applicable.",{"category":58,"check":59,"severity":29,"summary":60},"Safety","Halt on unexpected state","The skill outlines a systematic verification process, implying that unexpected states would halt the process until resolved.",{"category":62,"check":63,"severity":29,"summary":64},"Portability","Cross-skill coupling","The skill is self-contained and does not appear to rely on other skills being loaded in the same session.",{"category":47,"check":66,"severity":29,"summary":67},"Problem relevance","The description clearly names the concrete user problem of fact verification and misinformation identification.",{"category":47,"check":69,"severity":29,"summary":70},"Unique selling proposition","The skill offers a structured, evidence-based approach to fact-checking that goes beyond default LLM capabilities.",{"category":47,"check":72,"severity":29,"summary":73},"Production readiness","The skill provides a complete lifecycle for fact verification, from identifying the claim to rating it and providing context.",{"category":75,"check":76,"severity":29,"summary":77},"Scope","Single responsibility principle","The skill has a single, well-defined responsibility focused on fact-checking and misinformation identification.",{"category":75,"check":79,"severity":29,"summary":80},"Description quality","The description accurately reflects the skill's behavior, is concise, readable, and well-formatted.",{"category":27,"check":82,"severity":44,"summary":83},"Scoped tools","This skill does not expose specific tools; it operates as a single, well-defined agent capability.",{"category":35,"check":85,"severity":44,"summary":86},"Configuration & parameter reference","There are no configurable parameters or environment variables mentioned for this skill.",{"category":75,"check":88,"severity":44,"summary":89},"Tool naming","This skill does not expose explicit tools with names; it functions as a singular agent capability.",{"category":75,"check":91,"severity":29,"summary":92},"Minimal I/O surface","The skill's primary interaction is through user requests and structured output, implying a minimal I/O surface.",{"category":94,"check":95,"severity":29,"summary":96},"License","License usability","The extension clearly states 'MIT' license in SKILL.md and a LICENSE file is present with the Apache 2.0 license, which is permissible for use.",{"category":98,"check":99,"severity":44,"summary":100},"Maintenance","Commit recency","No commit data is available for this repository.",{"category":98,"check":102,"severity":44,"summary":103},"Dependency Management","No third-party dependencies are explicitly listed or seem to be used by this skill.",{"category":105,"check":106,"severity":44,"summary":107},"Security","Secret Management","This skill does not appear to handle or require any secrets.",{"category":105,"check":109,"severity":29,"summary":110},"Injection","The skill focuses on structured analysis and output formatting, with no indication of loading or executing untrusted external data as instructions.",{"category":105,"check":112,"severity":29,"summary":113},"Transitive Supply-Chain Grenades","The skill does not fetch remote content or execute external scripts, all logic is contained within the bundle.",{"category":105,"check":115,"severity":29,"summary":116},"Sandbox Isolation","The skill operates on provided text and generates structured output, with no indication of modifying files outside its intended scope.",{"category":105,"check":118,"severity":29,"summary":119},"Sandbox escape primitives","No detached process spawns or deny-retry loops are apparent in the skill's logic.",{"category":105,"check":121,"severity":29,"summary":122},"Data Exfiltration","The skill is designed for text analysis and verification, with no apparent outbound calls that would exfiltrate data.",{"category":105,"check":124,"severity":29,"summary":125},"Hidden Text Tricks","The bundled content is free of hidden-steering tricks; descriptions and instructions use clean printable characters.",{"category":127,"check":128,"severity":29,"summary":129},"Hooks","Opaque code execution","The skill logic is clearly defined in markdown and does not involve obfuscated code, base64 payloads, or runtime script fetching.",{"category":62,"check":131,"severity":29,"summary":132},"Structural Assumption","The skill operates on text input and does not make assumptions about user project file layouts or OS-specific paths.",{"category":134,"check":135,"severity":44,"summary":136},"Trust","Issues Attention","No issue data is available for this repository.",{"category":138,"check":139,"severity":29,"summary":140},"Versioning","Release Management","A version ('1.0.0') is clearly declared in the SKILL.md frontmatter.",{"category":54,"check":142,"severity":29,"summary":143},"Validation","The skill's structured output format and defined verification process imply that inputs are handled in a validated manner.",{"category":105,"check":145,"severity":44,"summary":146},"Unguarded Destructive Operations","This skill is analytical and read-only; it does not perform destructive operations.",{"category":54,"check":148,"severity":29,"summary":149},"Error Handling","The systematic verification process outlined suggests that errors would be caught and reported, with a defined rating scale for outcomes.",{"category":54,"check":151,"severity":44,"summary":152},"Logging","The skill is read-only and does not perform actions that require local audit logging.",{"category":154,"check":155,"severity":29,"summary":156},"Compliance","GDPR","The skill operates on claims and public information, not personal data, and thus poses no GDPR risk.",{"category":154,"check":158,"severity":29,"summary":159},"Target market","The skill is generalizable and does not contain region-specific logic, prompts, or data formats; targetMarket is global.",{"category":62,"check":161,"severity":29,"summary":162},"Runtime stability","The skill is designed to operate on text input and does not assume specific runtimes, shells, or editors.",{"category":27,"check":164,"severity":29,"summary":165},"Detailed Purpose","The description provides a detailed breakdown of the skill's purpose, including specific verification steps and a rating scale.",{"category":35,"check":36,"severity":29,"summary":167},"The SKILL.md file is well-structured and keeps the core instructions concise, using sections for detailed explanations.",{"category":39,"check":40,"severity":29,"summary":169},"The skill uses sections and an example to progressively disclose information without overwhelming the user.",{"category":47,"check":48,"severity":29,"summary":171},"A comprehensive example is provided, demonstrating input, invocation, and output for a typical fact-checking scenario.",{"category":47,"check":51,"severity":29,"summary":173},"The skill outlines 'Common Patterns to Watch For' and a 'Rating Scale', which cover potential edge cases and outcomes.",{"category":54,"check":148,"severity":29,"summary":175},"The skill defines a clear 'Rating Scale' and 'Verification Process', implying structured error handling and reporting.",{"category":154,"check":158,"severity":29,"summary":177},"The fact-checking skill is globally applicable and does not contain any region-specific logic or data.",{"category":62,"check":161,"severity":29,"summary":179},"The skill operates on text input and does not rely on specific OS, shell, or editor features.",1778053356152,"This skill systematically verifies claims by identifying the assertion, determining required evidence, evaluating available evidence from credible sources, rating the claim on a defined scale, and providing context. It handles common patterns like statistical manipulation and logical fallacies, and outputs results in a clear, structured format.","2.0.0","3.4.0","The 'fact-checker' skill is exceptionally well-implemented, adhering to all checks. It has a clear, precise purpose, excellent documentation with progressive disclosure, a comprehensive example, and robust error handling defined by its rating scale. It is production-ready, secure, and has no portability or compliance issues. The version is clearly stated, and it does not rely on external tools or make structural assumptions.",100,"This fact-checker skill provides a structured and systematic approach to verifying claims and identifying misinformation using evidence-based analysis.",[15,16,17,18,19],"global","verified",{"codeQuality":191,"collectedAt":192,"documentation":193,"maintenance":195,"security":196,"testCoverage":199},{},1778053344431,{"descriptionLength":194,"readmeSize":8},298,{},{"hasNpmPackage":197,"license":198,"smitheryVerified":197},false,"MIT",{"hasCi":197,"hasTests":197},{"updatedAt":201},1778053376632,{"githubOwner":203,"githubRepo":204,"locale":23,"slug":205,"type":206},"shubhamsaboo","awesome-llm-apps","fact-checker","skill",true,null,{"extract":210,"llm":212},{"commitSha":211,"license":198},"a35897449fe8b0fab12e8f0fd9f2e2a40e872ab7",{"promptVersionExtension":182,"promptVersionScoring":183,"score":185,"targetMarket":188,"tier":189},{"repoId":214},"kd73kvct1kme7748mpsbddhhmx865wd3",{"_creationTime":216,"_id":214,"identity":217,"providers":219,"workflow":237},1777995558409.8494,{"githubOwner":203,"githubRepo":204,"sourceUrl":218},"https://github.com/shubhamsaboo/awesome-llm-apps",{"discover":220,"github":223},{"sources":221},[222],"skills-sh",{"closedIssues90d":224,"forks":225,"homepage":226,"license":227,"openIssues90d":228,"pushedAt":229,"readmeSize":230,"stars":231,"topics":232},18,16118,"https://www.theunwindai.com","Apache-2.0",1,1777876539000,20628,108975,[233,234,235,236],"llms","rag","python","agents",{"discoverAt":238,"extractAt":239,"githubAt":239,"updatedAt":239},1777995558409,1778053331062,{"anyEnrichmentAt":241,"extractAt":242,"githubAt":241,"llmAt":201,"updatedAt":201},1778053329769,1778053327521,[],[245,272,293,321,340,360],{"_creationTime":246,"_id":247,"community":248,"display":249,"identity":257,"providers":261,"relations":266,"workflow":268},1778053622473.6584,"k1713jxcqmcxt0qc8j638d84298664ax",{"reviewCount":8},{"description":250,"installMethods":251,"name":252,"sourceUrl":253,"tags":254},"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",[255,17,15,19,256],"research","documentation",{"githubOwner":258,"githubRepo":259,"locale":23,"slug":260,"type":206},"jwynia","agent-skills","claim-investigation",{"extract":262,"llm":264},{"commitSha":263,"license":198},"e02ec7e226a6e4f8419fd3b88a1d8e472d421b32",{"promptVersionExtension":182,"promptVersionScoring":183,"score":265,"targetMarket":188,"tier":189},95,{"repoId":267},"kd7efn3mprpa8rd8vm5hw5ebzx864fph",{"anyEnrichmentAt":269,"extractAt":270,"githubAt":269,"llmAt":271,"updatedAt":271},1778053625386,1778053622473,1778054012696,{"_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",[282,19,283,284,256],"writing","non-fiction","diagnostic",{"githubOwner":258,"githubRepo":259,"locale":23,"slug":286,"type":206},"blind-spot-detective",{"extract":288,"llm":289},{"commitSha":263,"license":198},{"promptVersionExtension":182,"promptVersionScoring":183,"score":290,"targetMarket":188,"tier":189},99,{"repoId":267},{"anyEnrichmentAt":269,"extractAt":270,"githubAt":269,"llmAt":271,"updatedAt":271},{"_creationTime":294,"_id":295,"community":296,"display":297,"identity":307,"providers":310,"relations":315,"workflow":317},1778054812528.7249,"k17aahpknkrg9v7taap7dttd158674zs",{"reviewCount":8},{"description":298,"installMethods":299,"name":300,"sourceUrl":301,"tags":302},"Code review practices with technical rigor and verification gates. Practices: receiving feedback, requesting reviews, verification gates. Capabilities: technical evaluation, evidence-based claims, PR review, subagent-driven review, completion verification. Actions: review, evaluate, verify, validate code changes. Keywords: code review, PR review, pull request, technical feedback, review feedback, completion claim, verification, evidence-based, code quality, review request, technical rigor, subagent review, code-reviewer, review gate, merge criteria. Use when: receiving code review feedback, completing major features, making completion claims, requesting systematic reviews, validating before merge, preventing false completion claims.",{},"Code Review","https://github.com/samhvw8/dot-claude/tree/HEAD/skills/code-review",[303,304,305,17,306],"code-review","pr-review","technical-feedback","quality-gates",{"githubOwner":308,"githubRepo":309,"locale":23,"slug":303,"type":206},"samhvw8","dot-claude",{"extract":311,"llm":313},{"commitSha":312,"license":44},"28c76162116d2eedab131c0e1548fdc76a2999f7",{"promptVersionExtension":182,"promptVersionScoring":183,"score":314,"targetMarket":188,"tier":189},98,{"repoId":316},"kd79ad9dpqazy79y2s6rvajgjn865xek",{"anyEnrichmentAt":318,"extractAt":319,"githubAt":318,"llmAt":320,"updatedAt":320},1778054813688,1778054812528,1778054896678,{"_creationTime":322,"_id":323,"community":324,"display":325,"identity":333,"providers":335,"relations":338,"workflow":339},1778053622473.659,"k175v48mt9fzh8r2mm6ra7m5gs867jav",{"reviewCount":8},{"description":326,"installMethods":327,"name":328,"sourceUrl":329,"tags":330},"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",[17,255,331,256,332],"hallucination","safety",{"githubOwner":258,"githubRepo":259,"locale":23,"slug":334,"type":206},"fact-check",{"extract":336,"llm":337},{"commitSha":263,"license":198},{"promptVersionExtension":182,"promptVersionScoring":183,"score":314,"targetMarket":188,"tier":189},{"repoId":267},{"anyEnrichmentAt":269,"extractAt":270,"githubAt":269,"llmAt":271,"updatedAt":271},{"_creationTime":341,"_id":342,"community":343,"display":344,"identity":353,"providers":355,"relations":358,"workflow":359},1778053622473.6365,"k17960cwsfaph9a3c4pas2t08n8660g2",{"reviewCount":8},{"description":345,"installMethods":346,"name":347,"sourceUrl":348,"tags":349},"Reverse-engineer published books into structured scene-by-scene outlines for study. Use when analyzing craft, learning story structure from masters, or creating teaching materials from existing works.",{},"Reverse-Outliner","https://github.com/jwynia/agent-skills/tree/HEAD/skills/creative/fiction/structure/reverse-outliner",[350,282,19,351,352],"fiction","outlining","story-structure",{"githubOwner":258,"githubRepo":259,"locale":23,"slug":354,"type":206},"reverse-outliner",{"extract":356,"llm":357},{"commitSha":263,"license":198},{"promptVersionExtension":182,"promptVersionScoring":183,"score":314,"targetMarket":188,"tier":189},{"repoId":267},{"anyEnrichmentAt":269,"extractAt":270,"githubAt":269,"llmAt":271,"updatedAt":271},{"_creationTime":361,"_id":362,"community":363,"display":364,"identity":377,"providers":381,"relations":385,"workflow":387},1778053148350.4324,"k174n1jd975yr6a1gceyf5q3gd8674w1",{"reviewCount":8},{"description":365,"installMethods":366,"name":367,"sourceUrl":368,"tags":369},"Analyze spreadsheet data, generate insights, create visualizations, and build reports from Excel/CSV data.",{},"Data Analysis Assistant","https://github.com/claude-office-skills/skills/tree/HEAD/data-analysis",[370,19,371,372,373,374,375,376],"data","spreadsheet","excel","visualization","insights","finance","mcp",{"githubOwner":378,"githubRepo":379,"locale":23,"slug":380,"type":206},"claude-office-skills","skills","data-analysis",{"extract":382,"llm":384},{"commitSha":383,"license":198},"9c4c7d5cd2813a8936bf2c9fdb174ea883b85a11",{"promptVersionExtension":182,"promptVersionScoring":183,"score":314,"targetMarket":188,"tier":189},{"repoId":386},"kd7fw7xbj58qc2z8whrrjptbed8659db",{"anyEnrichmentAt":388,"extractAt":389,"githubAt":388,"llmAt":390,"updatedAt":390},1778053151766,1778053148350,1778053561145]