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Category ranking· 品类排行

The best AI skills for data & research做数据与研究最好用的

Skills that search, synthesize, analyze data, and turn research into decisions.检索、综合、分析数据,并把研究材料转成决策依据的 skill。

Editor's picks编辑精选榜单

2026-05-16 last re-ranked · 上次重排
#1Gold · 金

ab-test-analysis

Editor's Choice· 编辑首选
by phuryn·updated 3w ago

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/st

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.

Claude CodeCodexMedium risk · 中风险$
rating · 评分
11k
stars · 星标
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#2Silver · 银

hv analysis

Runner-up· 次选
by KKKKhazix·updated 2w ago

横纵分析法(Horizontal-Vertical Analysis)深度研究Skill。由数字生命卡兹克提出,融合了索绪尔的历时-共时分析、社会科学的纵向-横截面研究设计、商学院案例研究法与竞争战略分析的核心思想。 当用户想要系统性研究…

横纵分析法(Horizontal-Vertical Analysis)深度研究Skill。由数字生命卡兹克提出,融合了索绪尔的历时-共时分析、社会科学的纵向-横截面研究设计、商学院案例研究法与竞争战略分析的核心思想。 当用户想要系统性研究一个产品、公司、概念、技术或人物时使用。核心是双轴分析:纵轴追踪从诞生到当下的完整生命历程(以叙事故事呈现),横轴在当下时间截面上与竞品/同类进行系统性横向对比,最后交叉两条轴产出独到洞察。最终产出一份排版精美的PDF研究报告。 触发词包括但不限于:横纵分析、研究一下、帮我分析、深度研究、做个研究、调研一下、竞品分析、…

Claude CodeCodexLow risk · 低风险$
rating · 评分
9.8k
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#3Bronze · 铜

variant analysis

Pair with #1· 推荐配套
by trailofbits·updated 2w ago

Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, bui…

Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, building CodeQL/Semgrep queries, analyzing security vulnerabilities, or performing systematic code audits after finding an initial issue.

Claude CodeMedium risk · 中风险$
rating · 评分
5.1k
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#4

dimensional analysis

by trailofbits·updated 2w ago

Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling. Use when som…

Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling. Use when someone asks to annotate units in a codebase, perform a dimensional analysis, or find vulnerabilities in a DeFi protocol, offchain code, or other blockchain-relate…

Claude CodeMedium risk · 中风险$
rating · 评分
5.1k
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#5

constant time analysis

by trailofbits·updated 2w ago

Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, enco…

Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP, JavaScript, T…

Claude CodeMedium risk · 中风险$
rating · 评分
5.1k
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#6

pestel analysis

by deanpeters·updated 2w ago

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts co…

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.

Claude CodeCodexLow risk · 低风险$
rating · 评分
4.1k
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#7

data analytics

by markdown-viewer·updated 2w ago

Create data pipeline and analytics architecture diagrams using PlantUML syntax with database/analytics stencil icons. B…

Create data pipeline and analytics architecture diagrams using PlantUML syntax with database/analytics stencil icons. Best for ETL pipelines, data lakes, real-time streaming, data warehousing, and BI dashboard design.

Claude CodeCodexLow risk · 低风险$
rating · 评分
2.4k
stars · 星标
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#8

yt competitive analysis

by ericosiu·updated 2w ago

Analyze YouTube channels for outlier videos and packaging patterns. Identifies what's working (2x+ average views) acros…

Analyze YouTube channels for outlier videos and packaging patterns. Identifies what's working (2x+ average views) across any set of channels. Use when asked for YouTube competitive analysis, viral video patterns, or packaging/title inspiration.

Claude CodeCodexLow risk · 低风险$
rating · 评分
2.3k
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#9

ezviz multimodal analysis

by LeoYeAI·updated 2w ago

萤石多模态理解技能。通过设备抓图 + 智能体分析接口,实现对摄像头画面的 AI 理解分析。 Use when: 需要对监控画面进行智能分析、场景识别、行为理解、物体检测等多模态 AI 分析任务。 ⚠️ 安全要求:必须设置 EZVIZ_AP…

萤石多模态理解技能。通过设备抓图 + 智能体分析接口,实现对摄像头画面的 AI 理解分析。 Use when: 需要对监控画面进行智能分析、场景识别、行为理解、物体检测等多模态 AI 分析任务。 ⚠️ 安全要求:必须设置 EZVIZ_APP_KEY 和 EZVIZ_APP_SECRET 环境变量,使用最小权限凭证。

Claude CodeMedium risk · 中风险$
rating · 评分
2.0k
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#10

coverage analysis

by dotnet·updated 2w ago

Project-wide code coverage and CRAP (Change Risk Anti-Patterns) score analysis for .NET projects. Calculates CRAP score…

Project-wide code coverage and CRAP (Change Risk Anti-Patterns) score analysis for .NET projects. Calculates CRAP scores per method and surfaces risk hotspots — complex code with low coverage that is dangerous to modify. Use to diagnose why coverage is stuck or plateaued, identi…

Claude CodeCodexLow risk · 低风险$
rating · 评分
1.7k
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Why we didn't pick these为什么没选这些

Also common, but didn't make the picks同样常见,但未入精选
  • protocolsio integration

    Workflows that require stronger human review than this catalog entry documents.

    需要比当前目录条目更严格人工复核的工作流。

  • pptx posters

    Workflows that require stronger human review than this catalog entry documents.

    需要比当前目录条目更严格人工复核的工作流。

  • scientific writing

    Workflows that require stronger human review than this catalog entry documents.

    需要比当前目录条目更严格人工复核的工作流。

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v0.4 · 1252 skills indexed · last review 2026-05-16