Skills 技能库

发现适用于 Claude、Codex 与各类 AI Agent 的可复用技能,包含安装命令、源码、使用场景和社区信息。

全部

scientist-low

官方来源

TurnaboutHero / skills

Basic data analysis - fast exploratory analysis (Haiku-tier)

数据data

scientific-visualization

官方来源

davila7 / skills

Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.

技能skill

market-sizing-analysis

官方来源

wshobson / skills

Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.

创意art

dask

官方来源

davila7 / skills

Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.

数据workflowdata

grafana-dashboards

官方来源

wshobson / skills

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.

技能skill

dbt-transformation-patterns

官方来源

wshobson / skills

Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.

技术testingdocument

kpi-dashboard-design

官方来源

wshobson / skills

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.

创意designdata

scientific-visualization

官方来源

Victory-Hugo / skills

用于生成、修改和审查科研图件的技能,适用于论文出版图、汇报图、展示图和探索性分析图。

技能skill

G2 Legend Expert

官方来源

antvis / skills

Expert skill for G2 legend development - provides comprehensive knowledge about legend rendering implementation, component architecture, layout algorithms, and interaction handling. Use when implementing, customizing, or debugging legend functionality in G2 visualizations.

技术development

Sql Query Optimizer

官方来源

jeremylongshore / skills

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技能skill

data-analyzer

官方来源

Shin0205go / skills

データ分析と可視化を行うスキル

数据data

attack-tree-construction

官方来源

wshobson / skills

Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

技能skill

data-storytelling

官方来源

wshobson / skills

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

数据data

visualize

官方来源

heyAyushh / skills

Generate Mermaid diagrams from code, architecture, or concepts. Use when you need to visualize code flow, system architecture, data relationships, state machines, sequences, class structures, or any other diagrammable concept.

技术codedata

startup financial modeling

官方来源

wshobson / skills

构建全面的3-5年财务模型,包含收入预测、成本结构、现金流分析和情景规划,适用于早期初创企业。在创建财务预测、计算烧钱率或跑道、模拟融资场景,或为种子轮或A轮融资准备投资者级别的财务数据时,使用此技能。

创意art

IP as Logo Skill

官方来源

s1dashu / skills

Generates simple, cute IP mascot logos with bold rounded shapes, neo-skeuomorphic depth, and strict complexity limits. Works with AI agents that have image generation.

创意logo-designmascot-design

Financial Statements

官方来源

jakemmarsh / skills

Generate income statements, balance sheets, and cash flow statements with GAAP presentation and period-over-period comparison. Use when preparing financial statements, running flux analysis, or creating P&L reports with variance commentary.

技能skill

oxy-workflow-builder

官方来源

oxy-hq / skills

Build Oxy workflows, SQL queries, and agents following best practices. Use when the user asks to create data pipelines, queries, or analysis agents. Enforces hierarchy - semantic queries first, then SQL/workflows, then agents.

数据workflowdata

dashboard-querying

官方来源

BLSQ / skills

Data fetching strategy for dashboards - API endpoint testing, dynamic vs static data, authentication handling. Referenced by dashboard-builder skill. Do not use directly - use dashboard-builder instead.

技术testingapi

team-composition-analysis

官方来源

wshobson / skills

Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this skill when planning headcount, determining which roles to hire next, setting compensation or equity ranges, designing org structure, or building a hiring budget aligned to funding milestones.

创意artdesign

clickhouse-io

官方来源

affaan-m / skills

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

技术datacli

dhis2-analytics

官方来源

BLSQ / skills

Query aggregated analytics data from DHIS2. Use for calculated/aggregated values, indicator values, or cross-dimensional analysis. ALWAYS use with dhis2-query-optimization skill. Routed via dhis2 skill for general DHIS2 requests.

数据data

Data Analysis

官方来源

takahere / skills

アナリティクスデータの可視化、スプレッドシート形式のレポート、構造化分析を作成するときに使用。表やグラフを生成する。

数据data

Weekly Impact Summary

官方来源

ericchansen / skills

Generate evidence-based weekly impact summaries focused on measurable business outcomes. Use when the user asks to create, generate, or write their weekly summary, weekly update, weekly report, impact summary, or accomplishments for their manager/boss. Also use when the user mentions preparing status updates or reviewing their week's work.

技能skill

Critical Thinking

官方来源

changgenglu / skills

Activates when planning, code review, or any analytical task requires multi-perspective critical examination. Guides internal reasoning to identify hidden assumptions, logical gaps, and overlooked risks. Do NOT use for simple Q&A. Examples: 'Review this design plan', 'Evaluate this approach'.

创意designcode

council

官方来源

heyAyushh / skills

Multi-agent exploration and task delegation for complex areas of interest. Use when you need to deeply explore a codebase area, gather information from multiple perspectives, or delegate parallel research tasks for comprehensive analysis.

技术code

Example Chartjs

官方来源

BintzGavin / skills

Chart.js integration patterns for Helios. Use when creating animated data visualizations with Chart.js.

创意artdata

csv-data-analyst

官方来源

NeverSight / skills

Analyze CSV files, generate summary statistics, and create visualizations using Python and pandas. Use when the user uploads, attaches, or references a CSV file, asks to summarize or analyze tabular data, requests insights from CSV data, or wants to understand data structure and quality.

数据data

Template Diff

官方来源

gileck / skills

Template Diff Summary

企业template

retention-engagement

官方来源

NeverSight / skills

Help users improve retention and engagement metrics. Use when someone is dealing with churn, optimizing activation flows, building habit-forming products, or trying to increase user engagement and lifetime value.

技能skill

什么是 Skill?

Skill 是一套可复用的指令包(通常是 SKILL.md 文件),用于告诉 AI Agent 如何用正确的上下文、工具和步骤完成特定任务。

Agent Skills

Agent Skills 是打包好的能力模块,可供 Claude Code、Codex 等 Agent 按需发现、加载和执行。

支持的 Agent 与平台产品

该 Skill 面向支持 SKILL.md 工作流的 Agent 运行时,包括 OpenClaw、Claude Code、Codex 以及类似的 AI 编程 Agent。

如何使用这个 Skill

如何安装这个 Skill?

打开源码仓库并按照安装说明操作;启用前请检查相关脚本和权限。

如何运行这个 Skill?

安装后,可以通过名称让 Agent 使用该 Skill,或让 Agent 从 Skill 目录自动发现。

可以为自己的项目修改它吗?

可以。Skill 本身适合被适配,但请遵循许可证,并保留安全关键指令。

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