[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-jwynia-media-meta-analysis-ko":3,"guides-for-jwynia-media-meta-analysis":223,"similar-k175dk23bnmc82m0wgkc81c51s866xz1":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},1778053622473.6565,"k175dk23bnmc82m0wgkc81c51s866xz1",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"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",[15,16,17,18,19],"research","analysis","media","synthesis","llm-guidance",{"_creationTime":21,"_id":22,"extensionId":5,"locale":23,"result":24,"trustSignals":177,"workflow":187},1778054012697.009,"kn74hkvs1cbaqfb8yxh82zx6s9867t2h","en",{"checks":25,"evaluatedAt":167,"extensionSummary":168,"promptVersionExtension":169,"promptVersionScoring":170,"rationale":171,"score":172,"summary":173,"tags":174,"targetMarket":175,"tier":176},[26,31,34,37,41,44,49,53,56,59,63,67,70,74,77,80,83,86,89,92,96,100,104,108,112,115,118,121,125,128,131,134,137,140,144,147,151,154,157,160,164],{"category":27,"check":28,"severity":29,"summary":30},"Practical Utility","Problem relevance","pass","The description clearly states the problem of synthesizing multiple media analyses into cross-source patterns and insights, and specifies use cases like cross-referencing analyses and performing meta-analysis.",{"category":27,"check":32,"severity":29,"summary":33},"Unique selling proposition","The extension offers a unique capability beyond a simple prompt by providing a structured methodology for meta-analysis of media content, operating on collections of analyses to reveal emergent themes and connections.",{"category":27,"check":35,"severity":29,"summary":36},"Production readiness","The extension is production-ready, providing a comprehensive framework for corpus composition, concept analysis, argument mapping, connection mapping, and synthesis, covering the full lifecycle of media meta-analysis.",{"category":38,"check":39,"severity":29,"summary":40},"Scope","Single responsibility principle","The extension focuses specifically on the domain of media meta-analysis, providing a coherent workflow without extending into unrelated areas like content creation or individual media analysis.",{"category":38,"check":42,"severity":29,"summary":43},"Description quality","The description is concise, readable, and accurately reflects the extension's purpose of synthesizing media analyses for patterns and insights.",{"category":45,"check":46,"severity":47,"summary":48},"Invocation","Scoped tools","not_applicable","This extension does not expose specific tools; its functionality is guided by the structured Markdown content which serves as instructions for the LLM.",{"category":50,"check":51,"severity":47,"summary":52},"Documentation","Configuration & parameter reference","The extension does not use external configuration or parameters; its operation is defined by the content of the SKILL.md file.",{"category":38,"check":54,"severity":47,"summary":55},"Tool naming","This extension does not define specific tools with names; its functionality is driven by the structured documentation.",{"category":38,"check":57,"severity":47,"summary":58},"Minimal I/O surface","The extension does not define explicit tools with input/output schemas; its interaction is based on processing the provided structured Markdown content.",{"category":60,"check":61,"severity":29,"summary":62},"License","License usability","The extension's license is MIT, clearly declared in the SKILL.md frontmatter, which is a permissive open-source license.",{"category":64,"check":65,"severity":47,"summary":66},"Maintenance","Commit recency","No commit history is available for this specific skill in the provided context.",{"category":64,"check":68,"severity":47,"summary":69},"Dependency Management","The extension does not appear to have external dependencies, as it primarily consists of structured markdown.",{"category":71,"check":72,"severity":29,"summary":73},"Security","Secret Management","The extension does not handle or expose any secrets, operating solely on the provided media analysis data.",{"category":71,"check":75,"severity":29,"summary":76},"Injection","The extension processes structured markdown and does not load or execute untrusted third-party data, mitigating injection risks.",{"category":71,"check":78,"severity":29,"summary":79},"Transitive Supply-Chain Grenades","The extension operates on its own bundle and does not fetch external content at runtime, eliminating transitive supply-chain risks.",{"category":71,"check":81,"severity":29,"summary":82},"Sandbox Isolation","The extension's functionality is contained within its own markdown file and does not modify external files or paths.",{"category":71,"check":84,"severity":29,"summary":85},"Sandbox escape primitives","The extension does not contain any scripts or instructions that could be used for sandbox escape.",{"category":71,"check":87,"severity":29,"summary":88},"Data Exfiltration","The extension's purpose is analysis and synthesis of provided data; there are no outbound calls or mechanisms for data exfiltration.",{"category":71,"check":90,"severity":29,"summary":91},"Hidden Text Tricks","The bundled markdown file is free of hidden text tricks, ANSI escapes, or invisible characters that could manipulate the model.",{"category":93,"check":94,"severity":29,"summary":95},"Hooks","Opaque code execution","The extension consists of plain markdown text and does not involve any obfuscated code, base64 payloads, or runtime script fetching.",{"category":97,"check":98,"severity":47,"summary":99},"Portability","Structural Assumption","The extension does not make assumptions about user project organization or file layouts; it operates solely on the provided structured content.",{"category":101,"check":102,"severity":47,"summary":103},"Trust","Issues Attention","No issue tracker data is available for this extension.",{"category":105,"check":106,"severity":29,"summary":107},"Versioning","Release Management","A version ('1.0') is clearly declared in the SKILL.md frontmatter, meeting versioning requirements.",{"category":109,"check":110,"severity":47,"summary":111},"Code Execution","Validation","The extension does not execute code or process external inputs that require validation beyond the LLM's inherent processing of the structured markdown.",{"category":71,"check":113,"severity":29,"summary":114},"Unguarded Destructive Operations","The extension is purely analytical and does not perform any destructive operations.",{"category":109,"check":116,"severity":29,"summary":117},"Error Handling","As this extension is purely instructional markdown, direct code execution error handling is not applicable. The LLM's interpretation will handle ambiguity.",{"category":109,"check":119,"severity":47,"summary":120},"Logging","The extension does not perform actions that require local audit logging.",{"category":122,"check":123,"severity":29,"summary":124},"Compliance","GDPR","The extension operates on media analysis data and does not handle personal data, thus not posing a GDPR risk.",{"category":122,"check":126,"severity":29,"summary":127},"Target market","The extension's focus on media meta-analysis is global in scope with no discernible regional or jurisdictional limitations.",{"category":97,"check":129,"severity":29,"summary":130},"Runtime stability","The extension is implemented as structured markdown and has no specific runtime environment assumptions beyond the LLM's capabilities.",{"category":45,"check":132,"severity":29,"summary":133},"Precise Purpose","The description clearly states the artifact (collections of media analyses) and the intent (synthesize patterns, cross-reference, meta-analysis), along with specific use cases.",{"category":45,"check":135,"severity":29,"summary":136},"Concise Frontmatter","The frontmatter is concise, clearly outlining the skill's name, description, license, author, version, type, mode, and domain, facilitating precise routing.",{"category":50,"check":138,"severity":29,"summary":139},"Concise Body","The skill body is well-structured with clear sections and reasonable length, delegating detailed templates to code blocks, keeping the main instruction concise.",{"category":141,"check":142,"severity":29,"summary":143},"Context","Progressive Disclosure","Detailed elements like documentation templates are presented within code blocks in the main SKILL.md, indicating a single level of disclosure which is appropriate for this skill's scope.",{"category":141,"check":145,"severity":47,"summary":146},"Forked exploration","This skill is not designed for deep exploration or audit-style tasks that would necessitate a forked context.",{"category":27,"check":148,"severity":149,"summary":150},"Usage examples","info","The skill provides detailed structured markdown outlining steps and tables, serving as a guide, but does not include explicit end-to-end code examples with input/output.",{"category":27,"check":152,"severity":29,"summary":153},"Edge cases","The 'Anti-Patterns' section implicitly handles edge cases by warning against common pitfalls in meta-analysis, providing guidance on what to avoid and how to fix them.",{"category":109,"check":155,"severity":47,"summary":156},"Tool Fallback","This extension does not rely on external tools like MCP servers; its functionality is self-contained within the markdown instructions.",{"category":97,"check":158,"severity":29,"summary":159},"Stack assumptions","The extension is implemented as structured markdown, making no assumptions about specific language runtimes, frameworks, or operating systems beyond the LLM environment.",{"category":161,"check":162,"severity":29,"summary":163},"Safety","Halt on unexpected state","The 'Anti-Patterns' section guides the user to avoid common pitfalls like 'Pattern Hallucination' and 'Collection Without Curation', implicitly instructing the LLM to halt or adjust if such states are encountered during synthesis.",{"category":97,"check":165,"severity":29,"summary":166},"Cross-skill coupling","The skill is self-contained and clearly outlines its inbound and outbound integrations with complementary skills like 'research' and 'claim-investigation', allowing for explicit coordination.",1778053864338,"This skill defines a detailed framework for media meta-analysis, guiding users through corpus composition, concept frequency analysis, argument pattern identification, and connection mapping. It also outlines how to construct knowledge graphs and narrative pathways, while explicitly warning against common pitfalls in synthesis.","2.0.0","3.4.0","The extension is highly polished, well-documented, and self-contained, with a clear purpose and robust guidance. It passes all critical and warning checks. The only informational finding relates to the absence of explicit code-based usage examples, which is understandable given its nature as a structured guidance document for an LLM.",95,"This extension provides a structured methodology for synthesizing insights from multiple media analyses.",[15,16,17,18,19],"global","verified",{"codeQuality":178,"collectedAt":179,"documentation":180,"maintenance":182,"security":183,"testCoverage":186},{},1778053852893,{"descriptionLength":181,"readmeSize":8},195,{},{"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","media-meta-analysis","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,[],[225,252,280,302,321,343],{"_creationTime":226,"_id":227,"community":228,"display":229,"identity":238,"providers":242,"relations":246,"workflow":248},1778053148350.4348,"k173w12kz9jfzqwqp9ewbv9mf9866w3v",{"reviewCount":8},{"description":230,"installMethods":231,"name":232,"sourceUrl":233,"tags":234},"Conduct comprehensive research on any topic. Synthesize information from multiple angles, provide structured analysis, and generate detailed research reports.",{},"Deep Research","https://github.com/claude-office-skills/skills/tree/HEAD/deep-research",[15,16,18,235,236,237],"report","investigation","documentation",{"githubOwner":239,"githubRepo":240,"locale":23,"slug":241,"type":193},"claude-office-skills","skills","deep-research",{"extract":243,"llm":245},{"commitSha":244,"license":185},"9c4c7d5cd2813a8936bf2c9fdb174ea883b85a11",{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":247},"kd7fw7xbj58qc2z8whrrjptbed8659db",{"anyEnrichmentAt":249,"extractAt":250,"githubAt":249,"llmAt":251,"updatedAt":251},1778053151766,1778053148350,1778053561145,{"_creationTime":253,"_id":254,"community":255,"display":256,"identity":265,"providers":269,"relations":274,"workflow":276},1778053100136.2388,"k17ba7hx1c2htdr84qc7vc86cd867abn",{"reviewCount":8},{"description":257,"installMethods":258,"name":259,"sourceUrl":260,"tags":261},"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",[15,262,263,16,264],"academic","paper-review","llm",{"githubOwner":266,"githubRepo":267,"locale":23,"slug":268,"type":193},"bytedance","deer-flow","academic-paper-review",{"extract":270,"llm":272},{"commitSha":271,"license":185},"1336872b15c25d45ebcb7c1cf72369c2bdd53187",{"promptVersionExtension":169,"promptVersionScoring":170,"score":273,"targetMarket":175,"tier":176},98,{"repoId":275},"kd789sm7egx1h0t1jag6zzhcq98656wv",{"anyEnrichmentAt":277,"extractAt":278,"githubAt":277,"llmAt":279,"updatedAt":279},1778053101076,1778053100136,1778053169012,{"_creationTime":281,"_id":282,"community":283,"display":284,"identity":294,"providers":296,"relations":300,"workflow":301},1778053100136.2437,"k177cymqjd5pwcqq4tk0kek34d867am8",{"reviewCount":8},{"description":285,"installMethods":286,"name":287,"sourceUrl":288,"tags":289},"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",[290,15,16,291,292,293],"github","api","report-generation","python",{"githubOwner":266,"githubRepo":267,"locale":23,"slug":295,"type":193},"github-deep-research",{"extract":297,"llm":298},{"commitSha":271,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":299,"targetMarket":175,"tier":176},97,{"repoId":275},{"anyEnrichmentAt":277,"extractAt":278,"githubAt":277,"llmAt":279,"updatedAt":279},{"_creationTime":303,"_id":304,"community":305,"display":306,"identity":314,"providers":316,"relations":319,"workflow":320},1778053622473.6584,"k1713jxcqmcxt0qc8j638d84298664ax",{"reviewCount":8},{"description":307,"installMethods":308,"name":309,"sourceUrl":310,"tags":311},"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",[15,312,313,16,237],"verification","fact-checking",{"githubOwner":190,"githubRepo":191,"locale":23,"slug":315,"type":193},"claim-investigation",{"extract":317,"llm":318},{"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},{"_creationTime":322,"_id":323,"community":324,"display":325,"identity":336,"providers":338,"relations":341,"workflow":342},1778053622473.6472,"k1718d95vd04ttrqx2vv3mwzgd866dhr",{"reviewCount":8},{"description":326,"installMethods":327,"name":328,"sourceUrl":329,"tags":330},"Parse ebooks, extract concepts and entities with citation traceability, classify by type/layer, and synthesize across book collections.",{},"Ebook Analysis","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/document-processing/analysis/ebook-analysis",[331,332,16,333,15,334,335],"ebook","parsing","knowledge-base","nlp","deno",{"githubOwner":190,"githubRepo":191,"locale":23,"slug":337,"type":193},"ebook-analysis",{"extract":339,"llm":340},{"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},{"_creationTime":344,"_id":345,"community":346,"display":347,"identity":358,"providers":360,"relations":363,"workflow":364},1778053148350.4597,"k176sa7ctqqmjxvxezj8qxphsx8665j9",{"reviewCount":8},{"description":348,"installMethods":349,"name":350,"sourceUrl":351,"tags":352},"Set up news monitoring strategies, analyze news coverage, and synthesize current events. Create news digests and media analysis reports.",{},"News Monitor","https://github.com/claude-office-skills/skills/tree/HEAD/news-monitor",[353,354,17,355,356,15,357],"news","monitoring","alerts","current-events","intelligence",{"githubOwner":239,"githubRepo":240,"locale":23,"slug":359,"type":193},"news-monitor",{"extract":361,"llm":362},{"commitSha":244,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":247},{"anyEnrichmentAt":249,"extractAt":250,"githubAt":249,"llmAt":251,"updatedAt":251}]