[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-claude-office-skills-data-analysis-es":3,"guides-for-claude-office-skills-data-analysis":224,"similar-k174n1jd975yr6a1gceyf5q3gd8674w1":225},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":23,"identity":191,"isFallback":196,"parentExtension":197,"providers":198,"relations":202,"repo":204,"workflow":221},1778053148350.4324,"k174n1jd975yr6a1gceyf5q3gd8674w1",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"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",[15,16,17,18,19,20,21,22],"data","analysis","spreadsheet","excel","visualization","insights","finance","mcp",{"_creationTime":24,"_id":25,"extensionId":5,"locale":26,"result":27,"trustSignals":179,"workflow":189},1778053561145.603,"kn755yh7pdpkqmnzq1e385n5k186760g","en",{"checks":28,"evaluatedAt":169,"extensionSummary":170,"promptVersionExtension":171,"promptVersionScoring":172,"rationale":173,"score":174,"summary":175,"tags":176,"targetMarket":177,"tier":178},[29,34,37,40,44,47,51,55,58,61,65,70,73,77,80,83,86,89,92,95,99,103,107,111,115,118,121,124,128,131,134,137,140,143,147,150,153,156,159,162,166],{"category":30,"check":31,"severity":32,"summary":33},"Practical Utility","Problem relevance","pass","The description clearly states the problem of analyzing spreadsheet data, generating insights, creating visualizations, and building reports.",{"category":30,"check":35,"severity":32,"summary":36},"Unique selling proposition","The skill offers specific tools like 'read_xlsx', 'analyze_spreadsheet', and 'create_chart', going beyond basic LLM capabilities for data analysis.",{"category":30,"check":38,"severity":32,"summary":39},"Production readiness","The skill provides a complete lifecycle for data analysis, from reading data to generating reports and visualizations, and lists optional tools for extended functionality.",{"category":41,"check":42,"severity":32,"summary":43},"Scope","Single responsibility principle","The skill focuses on data analysis from spreadsheets, including insights, visualizations, and reports, without extending into unrelated domains.",{"category":41,"check":45,"severity":32,"summary":46},"Description quality","The displayed description accurately and concisely reflects the skill's capabilities as detailed in the SKILL.md file.",{"category":48,"check":49,"severity":32,"summary":50},"Invocation","Scoped tools","The skill uses narrow verb-noun tools like 'read_xlsx', 'analyze_spreadsheet', and 'create_chart', which are specific to data analysis tasks.",{"category":52,"check":53,"severity":32,"summary":54},"Documentation","Configuration & parameter reference","The SKILL.md file documents all input parameters and their descriptions, including optional ones like 'analysis_goal' and 'output_format'.",{"category":41,"check":56,"severity":32,"summary":57},"Tool naming","Tool names like 'read_xlsx', 'analyze_spreadsheet', and 'create_chart' are descriptive and relevant to the data analysis domain.",{"category":41,"check":59,"severity":32,"summary":60},"Minimal I/O surface","Input parameters are well-defined, and the output structure is specified, ensuring only necessary data is handled.",{"category":62,"check":63,"severity":32,"summary":64},"License","License usability","The license is MIT, a permissive open-source license, clearly stated in the LICENSE file and the SKILL.md frontmatter.",{"category":66,"check":67,"severity":68,"summary":69},"Maintenance","Commit recency","not_applicable","No commit date is available for this repository, therefore this check cannot be evaluated.",{"category":66,"check":71,"severity":68,"summary":72},"Dependency Management","No explicit third-party dependencies are managed within this skill's direct code, and the associated MCP server is not evaluated here.",{"category":74,"check":75,"severity":32,"summary":76},"Security","Secret Management","The skill does not appear to handle or expose secrets.",{"category":74,"check":78,"severity":32,"summary":79},"Injection","There are no indications of third-party data being loaded as executable instructions.",{"category":74,"check":81,"severity":32,"summary":82},"Transitive Supply-Chain Grenades","All content appears to be contained within the skill directory, with no runtime downloads or remote execution of scripts.",{"category":74,"check":84,"severity":32,"summary":85},"Sandbox Isolation","The skill operates within its defined scope and does not appear to modify files outside the project folder or use absolute paths.",{"category":74,"check":87,"severity":32,"summary":88},"Sandbox escape primitives","No detached-process spawns or deny-retry loops were found in the skill's scripts.",{"category":74,"check":90,"severity":32,"summary":91},"Data Exfiltration","There are no outbound calls to undocumented destinations or attempts to exfiltrate confidential data.",{"category":74,"check":93,"severity":32,"summary":94},"Hidden Text Tricks","Bundled files do not contain any hidden-steering tricks, invisible characters, or suspicious HTML comments.",{"category":96,"check":97,"severity":32,"summary":98},"Hooks","Opaque code execution","The skill does not use obfuscation techniques like base64-decoded payloads or runtime script fetching.",{"category":100,"check":101,"severity":32,"summary":102},"Portability","Structural Assumption","The skill does not appear to make structural assumptions about user-specific project organization beyond what's expected for data analysis.",{"category":104,"check":105,"severity":68,"summary":106},"Trust","Issues Attention","No issue data is available for this repository.",{"category":108,"check":109,"severity":32,"summary":110},"Versioning","Release Management","The SKILL.md frontmatter declares a version ('1.0.0'), satisfying the release management check.",{"category":112,"check":113,"severity":68,"summary":114},"Code Execution","Validation","This check requires evaluating specific code/scripts for validation libraries, which are not directly provided or detailed for this skill's implementation.",{"category":74,"check":116,"severity":32,"summary":117},"Unguarded Destructive Operations","The skill is analytical and does not contain destructive operations that require guarding.",{"category":112,"check":119,"severity":32,"summary":120},"Error Handling","While specific script implementations are not provided, the documentation implies structured error reporting, and the skill is designed to be analytical, suggesting fail-closed behavior for unexpected states.",{"category":112,"check":122,"severity":68,"summary":123},"Logging","The skill is analytical and does not perform destructive actions or outbound calls that would necessitate local audit logging.",{"category":125,"check":126,"severity":68,"summary":127},"Compliance","GDPR","The skill operates on spreadsheet data for analysis and does not inherently handle personal data without specific user input, nor does it submit data to third parties.",{"category":125,"check":129,"severity":32,"summary":130},"Target market","The extension is designed for general data analysis and does not contain any regional-specific logic, setting the target market to 'global'.",{"category":100,"check":132,"severity":32,"summary":133},"Runtime stability","The skill appears to be platform-agnostic, relying on standard data analysis tools and not making assumptions about specific operating systems or shells.",{"category":48,"check":135,"severity":32,"summary":136},"Precise Purpose","The description clearly states the artifact (spreadsheet data) and the user intent (analyze, generate insights, create visualizations, build reports).",{"category":48,"check":138,"severity":32,"summary":139},"Concise Frontmatter","The frontmatter is concise and effectively summarizes the core capability of data analysis and specifies relevant tags and models.",{"category":52,"check":141,"severity":32,"summary":142},"Concise Body","The body of the SKILL.md file is well-structured with progressive disclosure and stays within a reasonable length, avoiding excessive verbosity.",{"category":144,"check":145,"severity":32,"summary":146},"Context","Progressive Disclosure","The SKILL.md outlines the flow and provides detailed examples and output formats inline, with no indication of needing to embed large external materials.",{"category":144,"check":148,"severity":68,"summary":149},"Forked exploration","This skill is focused on data analysis and does not involve deep code review or multi-file inspection that would necessitate 'context: fork'.",{"category":30,"check":151,"severity":32,"summary":152},"Usage examples","Sufficient examples are provided for different analysis types and output formats, demonstrating input, invocation, and expected outcomes.",{"category":30,"check":154,"severity":32,"summary":155},"Edge cases","The skill documents limitations such as handling large datasets, complex statistical models, and real-time data, providing context for potential failure modes.",{"category":112,"check":157,"severity":32,"summary":158},"Tool Fallback","The SKILL.md lists optional tools like 'create_xlsx' and 'xlsx_to_json', indicating a fallback path and that required tools are implicitly handled by the MCP server.",{"category":100,"check":160,"severity":32,"summary":161},"Stack assumptions","The skill declares compatibility with multiple models and languages, and the MCP tools it relies on are standard for office tasks, without specific OS or shell assumptions.",{"category":163,"check":164,"severity":32,"summary":165},"Safety","Halt on unexpected state","The skill is analytical and focuses on data manipulation, implying it would halt gracefully on unexpected pre-state rather than attempting destructive actions.",{"category":100,"check":167,"severity":32,"summary":168},"Cross-skill coupling","The skill is self-contained for data analysis and does not implicitly rely on other skills. It cross-links to related skills like 'excel-automation' and 'report-generator' as needed.",1778053235931,"This skill leverages MCP tools to read, analyze, and visualize data from Excel and CSV files, offering detailed insights, reporting, and formula generation capabilities. It supports various analysis types, provides clear output formats, and outlines common workflows for sales, customer, and financial data.","2.0.0","3.4.0","The skill is exceptionally well-documented, feature-rich, and adheres to best practices for scope, security, and usability. It provides a comprehensive set of tools for spreadsheet data analysis with clear examples and limitations, earning a verified tier.",98,"A robust and well-documented skill for comprehensive spreadsheet data analysis, insight generation, and visualization.",[15,16,17,18,19,20,21,22],"global","verified",{"codeQuality":180,"collectedAt":181,"documentation":182,"maintenance":184,"security":185,"testCoverage":188},{},1778053215514,{"descriptionLength":183,"readmeSize":8},106,{},{"hasNpmPackage":186,"license":187,"smitheryVerified":186},false,"MIT",{"hasCi":186,"hasTests":186},{"updatedAt":190},1778053561145,{"githubOwner":192,"githubRepo":193,"locale":26,"slug":194,"type":195},"claude-office-skills","skills","data-analysis","skill",true,null,{"extract":199,"llm":201},{"commitSha":200,"license":187},"9c4c7d5cd2813a8936bf2c9fdb174ea883b85a11",{"promptVersionExtension":171,"promptVersionScoring":172,"score":174,"targetMarket":177,"tier":178},{"repoId":203},"kd7fw7xbj58qc2z8whrrjptbed8659db",{"_creationTime":205,"_id":203,"identity":206,"providers":208,"workflow":218},1777995558409.8474,{"githubOwner":192,"githubRepo":193,"sourceUrl":207},"https://github.com/claude-office-skills/skills",{"discover":209,"github":212},{"sources":210},[211],"skills-sh",{"closedIssues90d":8,"forks":213,"license":187,"openIssues90d":214,"pushedAt":215,"readmeSize":216,"stars":174,"topics":217},27,2,1769868236000,29630,[],{"discoverAt":219,"extractAt":220,"githubAt":220,"updatedAt":220},1777995558409,1778053155657,{"anyEnrichmentAt":222,"extractAt":223,"githubAt":222,"llmAt":190,"updatedAt":190},1778053151766,1778053148350,[],[226,254,282,309,330,362],{"_creationTime":227,"_id":228,"community":229,"display":230,"identity":240,"providers":244,"relations":248,"workflow":250},1778053622473.6492,"k17bng92x6hb61apz8awjye58d866a2n",{"reviewCount":8},{"description":231,"installMethods":232,"name":233,"sourceUrl":234,"tags":235},"Create and manipulate Excel XLSX files programmatically. Use when the user needs to generate spreadsheets, modify XLSX templates, extract spreadsheet content, or automate Excel workflows. Supports both template-based generation (for branding compliance) and from-scratch creation. Keywords: Excel, XLSX, spreadsheet, workbook, worksheet, data, report, template, financial, analysis.",{},"XLSX Generator","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/document-processing/spreadsheet/xlsx-generator",[18,236,17,237,15,238,239],"xlsx","generator","deno","typescript",{"githubOwner":241,"githubRepo":242,"locale":26,"slug":243,"type":195},"jwynia","agent-skills","xlsx-generator",{"extract":245,"llm":247},{"commitSha":246,"license":187},"e02ec7e226a6e4f8419fd3b88a1d8e472d421b32",{"promptVersionExtension":171,"promptVersionScoring":172,"score":174,"targetMarket":177,"tier":178},{"repoId":249},"kd7efn3mprpa8rd8vm5hw5ebzx864fph",{"anyEnrichmentAt":251,"extractAt":252,"githubAt":251,"llmAt":253,"updatedAt":253},1778053625386,1778053622473,1778054012696,{"_creationTime":255,"_id":256,"community":257,"display":258,"identity":267,"providers":269,"relations":276,"workflow":278},1778054691785.2554,"k179r3z09h3t0ed62ac4yy0qzn867erz",{"reviewCount":8},{"description":259,"name":260,"sourceUrl":261,"tags":262},"Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas","Excel Spreadsheet Operations","https://github.com/answerzhao/agent-skills/tree/HEAD/glm-skills/document-skills/xlsx",[17,18,236,263,264,265,266,194,19],"csv","pandas","openpyxl","formulas",{"githubOwner":268,"githubRepo":242,"locale":26,"slug":236,"type":195},"answerzhao",{"extract":270,"llm":273},{"commitSha":271,"license":272},"aad73edbd0d9ffbc3d6a402b6eafa6dab96d5ebb","Proprietary",{"promptVersionExtension":171,"promptVersionScoring":172,"score":274,"targetMarket":177,"tier":275},75,"flagged",{"repoId":277},"kd712v2g1pay70swwj0jpv2ggs864zgh",{"anyEnrichmentAt":279,"extractAt":280,"githubAt":279,"llmAt":281,"updatedAt":281},1778054692243,1778054691785,1778054738050,{"_creationTime":283,"_id":284,"community":285,"display":286,"identity":295,"providers":299,"relations":303,"workflow":305},1778053458618.8777,"k17a3a84c18cttdrxt54w9q08s8675sb",{"reviewCount":8},{"description":287,"installMethods":288,"name":289,"sourceUrl":290,"tags":291},"Your AI agent's crypto brain. One skill, 83+ commands across 14 data domains — real-time prices, wallets, social intelligence, DeFi, on-chain SQL, prediction markets, and more. Natural language in, structured data out. Install once, access everything. Use whenever the user needs crypto data, asks about prices/wallets/tokens/DeFi, wants to investigate on-chain activity, or is building something that consumes crypto data — even if they don't say \"surf\" explicitly.",{},"Surf","https://github.com/asksurf-ai/surf-skills/tree/HEAD/skills/surf",[292,15,293,294,21],"crypto","cli","api",{"githubOwner":296,"githubRepo":297,"locale":26,"slug":298,"type":195},"asksurf-ai","surf-skills","surf",{"extract":300,"llm":302},{"commitSha":301,"license":68},"e9f55538a113dcf3ceb301d64e7e1b451a41990c",{"promptVersionExtension":171,"promptVersionScoring":172,"score":174,"targetMarket":177,"tier":178},{"repoId":304},"kd75ycvmtzabnhstdv9h5gedm186523y",{"anyEnrichmentAt":306,"extractAt":307,"githubAt":306,"llmAt":308,"updatedAt":308},1778053458879,1778053458618,1778053471884,{"_creationTime":310,"_id":311,"community":312,"display":313,"identity":323,"providers":325,"relations":328,"workflow":329},1778053148350.45,"k17b6r5zytdphq3nsv6wpfqc2s866pr7",{"reviewCount":8},{"description":314,"installMethods":315,"name":316,"sourceUrl":317,"tags":318},"Create professional invoices with proper formatting for freelancers and small businesses. Supports multiple currencies and tax calculations.",{},"Invoice Generator Skill","https://github.com/claude-office-skills/skills/tree/HEAD/invoice-generator",[319,21,320,321,22,322],"invoice","billing","business","document-generation",{"githubOwner":192,"githubRepo":193,"locale":26,"slug":324,"type":195},"invoice-generator",{"extract":326,"llm":327},{"commitSha":200,"license":187},{"promptVersionExtension":171,"promptVersionScoring":172,"score":174,"targetMarket":177,"tier":178},{"repoId":203},{"anyEnrichmentAt":222,"extractAt":223,"githubAt":222,"llmAt":190,"updatedAt":190},{"_creationTime":331,"_id":332,"community":333,"display":334,"identity":346,"providers":350,"relations":356,"workflow":358},1778054277174.563,"k17dd17vhghp2e5ske4pp8t3y9867nqx",{"reviewCount":8},{"description":335,"installMethods":336,"name":337,"sourceUrl":338,"tags":339},"获取中国金融市场数据（A股、港股、美股、基金、期货、债券）。支持220+个Tushare Pro接口：股票行情、财务报表、宏观经济指标。当用户请求股价数据、财务分析、指数行情、GDP/CPI等宏观数据时使用。",{},"Tushare Finance Skill","https://github.com/stanleychanh/tushare-finance-skill-for-claude-code",[21,15,340,341,294,342,343,344,345],"tushare","python","stocks","macroeconomics","funds","futures",{"githubOwner":347,"githubRepo":348,"locale":26,"slug":349,"type":195},"stanleychanh","tushare-finance-skill-for-claude-code","tushare-finance",{"extract":351,"llm":354},{"commitSha":352,"license":353},"2553758471aa1f7ffffd99833cfde92cd87776c7","Apache-2.0",{"promptVersionExtension":171,"promptVersionScoring":172,"score":355,"targetMarket":177,"tier":178},95,{"repoId":357},"kd7dp0xb8z49v8x4nd2jv73vt18646yt",{"anyEnrichmentAt":359,"extractAt":360,"githubAt":359,"llmAt":361,"updatedAt":361},1778054277420,1778054277174,1778054296309,{"_creationTime":363,"_id":364,"community":365,"display":366,"identity":373,"providers":375,"relations":379,"workflow":380},1778053148350.4695,"k17ed7db7qgyhcdw01z8x9jpq1867ykn",{"reviewCount":8},{"description":367,"installMethods":368,"name":369,"sourceUrl":370,"tags":371},"Generate professional data reports with charts, tables, and visualizations",{},"Report Generator","https://github.com/claude-office-skills/skills/tree/HEAD/report-generator",[372,237,15,19,341,22],"report",{"githubOwner":192,"githubRepo":193,"locale":26,"slug":374,"type":195},"report-generator",{"extract":376,"llm":377},{"commitSha":200,"license":187},{"promptVersionExtension":171,"promptVersionScoring":172,"score":378,"targetMarket":177,"tier":178},90,{"repoId":203},{"anyEnrichmentAt":222,"extractAt":223,"githubAt":222,"llmAt":190,"updatedAt":190}]