[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-claude-office-skills-deep-research-nl":3,"guides-for-claude-office-skills-deep-research":224,"similar-k173w12kz9jfzqwqp9ewbv9mf9866w3v":225},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":21,"identity":190,"isFallback":195,"parentExtension":196,"providers":197,"relations":201,"repo":203,"workflow":221},1778053148350.4348,"k173w12kz9jfzqwqp9ewbv9mf9866w3v",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"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",[15,16,17,18,19,20],"research","analysis","synthesis","report","investigation","documentation",{"_creationTime":22,"_id":23,"extensionId":5,"locale":24,"result":25,"trustSignals":178,"workflow":188},1778053561145.6064,"kn7ck4xdjsg07a4hztkjacxd4s867aaa","en",{"checks":26,"evaluatedAt":168,"extensionSummary":169,"promptVersionExtension":170,"promptVersionScoring":171,"rationale":172,"score":173,"summary":174,"tags":175,"targetMarket":176,"tier":177},[27,32,35,38,42,45,50,54,57,60,64,69,72,76,79,82,85,88,91,94,98,102,106,110,114,117,120,123,127,130,133,136,139,142,146,149,152,155,158,161,165],{"category":28,"check":29,"severity":30,"summary":31},"Practical Utility","Problem relevance","pass","The description clearly states the problem of conducting comprehensive research and synthesizing information, which this skill addresses.",{"category":28,"check":33,"severity":30,"summary":34},"Unique selling proposition","The skill offers structured analysis and detailed report generation beyond a simple LLM prompt, including specific research methodologies and frameworks.",{"category":28,"check":36,"severity":30,"summary":37},"Production readiness","The skill outlines a complete research lifecycle from scoping to reporting and provides structured output formats, making it ready for production use.",{"category":39,"check":40,"severity":30,"summary":41},"Scope","Single responsibility principle","The skill focuses solely on deep research, analysis, and report generation, without incorporating unrelated capabilities.",{"category":39,"check":43,"severity":30,"summary":44},"Description quality","The description accurately and concisely reflects the skill's capabilities for comprehensive research and report generation.",{"category":46,"check":47,"severity":48,"summary":49},"Invocation","Scoped tools","not_applicable","This skill does not expose specific tools but rather a general research capability managed by the LLM.",{"category":51,"check":52,"severity":30,"summary":53},"Documentation","Configuration & parameter reference","All parameters such as scope, perspectives, depth, and output format are clearly documented and explained in the usage section.",{"category":39,"check":55,"severity":48,"summary":56},"Tool naming","This skill does not expose specific tools, so tool naming conventions are not applicable.",{"category":39,"check":58,"severity":30,"summary":59},"Minimal I/O surface","The skill's inputs (research question, parameters) and outputs (report formats) are clearly defined and focused on the research task.",{"category":61,"check":62,"severity":30,"summary":63},"License","License usability","The extension is licensed under the MIT license, which is permissive and widely usable.",{"category":65,"check":66,"severity":67,"summary":68},"Maintenance","Commit recency","warning","There are no commits on the default branch in the last 12 months, indicating potential unmaintained status.",{"category":65,"check":70,"severity":48,"summary":71},"Dependency Management","The skill does not appear to use any third-party dependencies that require management.",{"category":73,"check":74,"severity":48,"summary":75},"Security","Secret Management","The skill does not handle or expose any secrets.",{"category":73,"check":77,"severity":30,"summary":78},"Injection","The skill does not load or execute third-party data or files, and all provided content is within the skill's bundle.",{"category":73,"check":80,"severity":30,"summary":81},"Transitive Supply-Chain Grenades","The skill does not fetch remote content or execute external scripts, and all assets are contained within the bundle.",{"category":73,"check":83,"severity":30,"summary":84},"Sandbox Isolation","The skill does not modify files outside its designated scope and does not attempt to escape sandbox limitations.",{"category":73,"check":86,"severity":30,"summary":87},"Sandbox escape primitives","No detached-process spawns or deny-retry loops were detected in the skill's logic.",{"category":73,"check":89,"severity":30,"summary":90},"Data Exfiltration","The skill does not make any outbound calls or attempt to submit confidential data.",{"category":73,"check":92,"severity":30,"summary":93},"Hidden Text Tricks","The bundled content is free of hidden-steering tricks, invisible characters, or obfuscated instructions.",{"category":95,"check":96,"severity":30,"summary":97},"Hooks","Opaque code execution","The skill's logic is implemented in clear, readable Markdown and does not involve obfuscated code or runtime fetches.",{"category":99,"check":100,"severity":48,"summary":101},"Portability","Structural Assumption","The skill does not make any assumptions about the user's project file layout.",{"category":103,"check":104,"severity":48,"summary":105},"Trust","Issues Attention","Issue data is not available for this repository.",{"category":107,"check":108,"severity":30,"summary":109},"Versioning","Release Management","The skill explicitly declares a version ('1.0.0') in its frontmatter.",{"category":111,"check":112,"severity":30,"summary":113},"Code Execution","Validation","Input parameters for research scope, perspectives, and output format are clearly documented, implying they are validated by the LLM's interpretation.",{"category":73,"check":115,"severity":48,"summary":116},"Unguarded Destructive Operations","The skill is purely analytical and does not perform any destructive operations.",{"category":111,"check":118,"severity":30,"summary":119},"Error Handling","The skill outlines failure modes and limitations, providing guidance on recovery, which implies robust error handling.",{"category":111,"check":121,"severity":48,"summary":122},"Logging","The skill is read-only and does not perform actions that require local audit logging.",{"category":124,"check":125,"severity":30,"summary":126},"Compliance","GDPR","The skill does not operate on personal data and has no specific GDPR-related concerns.",{"category":124,"check":128,"severity":30,"summary":129},"Target market","The skill's research capabilities are general and do not appear to be restricted to a specific geography or legal jurisdiction.",{"category":99,"check":131,"severity":30,"summary":132},"Runtime stability","The skill is written in Markdown and relies on the LLM's core capabilities, with no specific runtime or OS assumptions.",{"category":46,"check":134,"severity":30,"summary":135},"Precise Purpose","The skill clearly defines its purpose (deep research, report generation) and provides specific positive triggers along with explicit boundaries and limitations.",{"category":46,"check":137,"severity":30,"summary":138},"Concise Frontmatter","The frontmatter is concise and effectively summarizes the skill's core capability and purpose.",{"category":51,"check":140,"severity":30,"summary":141},"Concise Body","The skill body is well-structured and under 500 lines, with detailed procedures and frameworks delegated to sections within the main document.",{"category":143,"check":144,"severity":30,"summary":145},"Context","Progressive Disclosure","The skill uses sections within the SKILL.md file to organize detailed procedures and frameworks, demonstrating progressive disclosure.",{"category":143,"check":147,"severity":48,"summary":148},"Forked exploration","The skill is not an exploration-heavy skill that would require forked context.",{"category":28,"check":150,"severity":30,"summary":151},"Usage examples","The skill provides five specific example research topics that illustrate its capabilities.",{"category":28,"check":153,"severity":30,"summary":154},"Edge cases","The skill explicitly lists limitations and scenarios it cannot handle, such as accessing paywalled content or real-time web data, with implied recovery paths.",{"category":111,"check":156,"severity":48,"summary":157},"Tool Fallback","This skill does not rely on external tools like MCP servers and has no fallback mechanism to consider.",{"category":99,"check":159,"severity":30,"summary":160},"Stack assumptions","The skill relies on the LLM's environment and does not make assumptions about specific shells, operating systems, or tool runtimes.",{"category":162,"check":163,"severity":30,"summary":164},"Safety","Halt on unexpected state","The skill lists limitations and potential failure modes, implying it will halt gracefully if unexpected states prevent research.",{"category":99,"check":166,"severity":30,"summary":167},"Cross-skill coupling","The skill is self-contained and does not implicitly rely on other skills. It clearly states its purpose and scope.",1778053250257,"This skill facilitates in-depth research on any topic by exploring information from multiple angles, synthesizing findings, and producing structured analysis. It outlines specific research methodologies and frameworks like PESTEL and 5W1H, and supports various output formats from executive briefs to detailed reports.","2.0.0","3.4.0","The skill is well-documented, focused, and production-ready with clear instructions and examples. The primary concern is the lack of recent commits, though the MIT license and clear scope contribute to a high trust score.",95,"A well-defined and documented skill for conducting comprehensive research and generating detailed reports.",[15,16,17,18,19,20],"global","verified",{"codeQuality":179,"collectedAt":180,"documentation":181,"maintenance":183,"security":184,"testCoverage":187},{},1778053239002,{"descriptionLength":182,"readmeSize":8},158,{},{"hasNpmPackage":185,"license":186,"smitheryVerified":185},false,"MIT",{"hasCi":185,"hasTests":185},{"updatedAt":189},1778053561145,{"githubOwner":191,"githubRepo":192,"locale":24,"slug":193,"type":194},"claude-office-skills","skills","deep-research","skill",true,null,{"extract":198,"llm":200},{"commitSha":199,"license":186},"9c4c7d5cd2813a8936bf2c9fdb174ea883b85a11",{"promptVersionExtension":170,"promptVersionScoring":171,"score":173,"targetMarket":176,"tier":177},{"repoId":202},"kd7fw7xbj58qc2z8whrrjptbed8659db",{"_creationTime":204,"_id":202,"identity":205,"providers":207,"workflow":218},1777995558409.8474,{"githubOwner":191,"githubRepo":192,"sourceUrl":206},"https://github.com/claude-office-skills/skills",{"discover":208,"github":211},{"sources":209},[210],"skills-sh",{"closedIssues90d":8,"forks":212,"license":186,"openIssues90d":213,"pushedAt":214,"readmeSize":215,"stars":216,"topics":217},27,2,1769868236000,29630,98,[],{"discoverAt":219,"extractAt":220,"githubAt":220,"updatedAt":220},1777995558409,1778053155657,{"anyEnrichmentAt":222,"extractAt":223,"githubAt":222,"llmAt":189,"updatedAt":189},1778053151766,1778053148350,[],[226,252,273,293,320,342],{"_creationTime":227,"_id":228,"community":229,"display":230,"identity":238,"providers":242,"relations":246,"workflow":248},1778053622473.6565,"k175dk23bnmc82m0wgkc81c51s866xz1",{"reviewCount":8},{"description":231,"installMethods":232,"name":233,"sourceUrl":234,"tags":235},"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",[15,16,236,17,237],"media","llm-guidance",{"githubOwner":239,"githubRepo":240,"locale":24,"slug":241,"type":194},"jwynia","agent-skills","media-meta-analysis",{"extract":243,"llm":245},{"commitSha":244,"license":186},"e02ec7e226a6e4f8419fd3b88a1d8e472d421b32",{"promptVersionExtension":170,"promptVersionScoring":171,"score":173,"targetMarket":176,"tier":177},{"repoId":247},"kd7efn3mprpa8rd8vm5hw5ebzx864fph",{"anyEnrichmentAt":249,"extractAt":250,"githubAt":249,"llmAt":251,"updatedAt":251},1778053625386,1778053622473,1778054012696,{"_creationTime":253,"_id":254,"community":255,"display":256,"identity":265,"providers":267,"relations":271,"workflow":272},1778053622473.6594,"k171jc4epkmqq2y76n42e3eg0s866rf8",{"reviewCount":8},{"description":257,"installMethods":258,"name":259,"sourceUrl":260,"tags":261},"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",[262,16,263,264,20],"writing","non-fiction","diagnostic",{"githubOwner":239,"githubRepo":240,"locale":24,"slug":266,"type":194},"blind-spot-detective",{"extract":268,"llm":269},{"commitSha":244,"license":186},{"promptVersionExtension":170,"promptVersionScoring":171,"score":270,"targetMarket":176,"tier":177},99,{"repoId":247},{"anyEnrichmentAt":249,"extractAt":250,"githubAt":249,"llmAt":251,"updatedAt":251},{"_creationTime":274,"_id":275,"community":276,"display":277,"identity":286,"providers":288,"relations":291,"workflow":292},1778053622473.659,"k175v48mt9fzh8r2mm6ra7m5gs867jav",{"reviewCount":8},{"description":278,"installMethods":279,"name":280,"sourceUrl":281,"tags":282},"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",[283,15,284,20,285],"verification","hallucination","safety",{"githubOwner":239,"githubRepo":240,"locale":24,"slug":287,"type":194},"fact-check",{"extract":289,"llm":290},{"commitSha":244,"license":186},{"promptVersionExtension":170,"promptVersionScoring":171,"score":216,"targetMarket":176,"tier":177},{"repoId":247},{"anyEnrichmentAt":249,"extractAt":250,"githubAt":249,"llmAt":251,"updatedAt":251},{"_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",[15,303,304,16,305],"academic","paper-review","llm",{"githubOwner":307,"githubRepo":308,"locale":24,"slug":309,"type":194},"bytedance","deer-flow","academic-paper-review",{"extract":311,"llm":313},{"commitSha":312,"license":186},"1336872b15c25d45ebcb7c1cf72369c2bdd53187",{"promptVersionExtension":170,"promptVersionScoring":171,"score":216,"targetMarket":176,"tier":177},{"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",[330,15,16,331,332,333],"github","api","report-generation","python",{"githubOwner":307,"githubRepo":308,"locale":24,"slug":335,"type":194},"github-deep-research",{"extract":337,"llm":338},{"commitSha":312,"license":186},{"promptVersionExtension":170,"promptVersionScoring":171,"score":339,"targetMarket":176,"tier":177},97,{"repoId":315},{"anyEnrichmentAt":317,"extractAt":318,"githubAt":317,"llmAt":319,"updatedAt":319},{"_creationTime":343,"_id":344,"community":345,"display":346,"identity":353,"providers":355,"relations":358,"workflow":359},1778053622473.6584,"k1713jxcqmcxt0qc8j638d84298664ax",{"reviewCount":8},{"description":347,"installMethods":348,"name":349,"sourceUrl":350,"tags":351},"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",[15,283,352,16,20],"fact-checking",{"githubOwner":239,"githubRepo":240,"locale":24,"slug":354,"type":194},"claim-investigation",{"extract":356,"llm":357},{"commitSha":244,"license":186},{"promptVersionExtension":170,"promptVersionScoring":171,"score":173,"targetMarket":176,"tier":177},{"repoId":247},{"anyEnrichmentAt":249,"extractAt":250,"githubAt":249,"llmAt":251,"updatedAt":251}]