Skills 技能庫

發現适用于 Claude、Codex 與各類 AI Agent 的可復用技能,包含安裝命令、源碼、使用場景和社區信息。

全部

scientist-low

官方來源

TurnaboutHero / skills

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

資料data

scientific-visualization

官方來源

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

官方來源

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.

創意art

dask

官方來源

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.

資料workflowdata

grafana-dashboards

官方來源

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

官方來源

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.

技術testingdocument

kpi-dashboard-design

官方來源

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.

創意designdata

scientific-visualization

官方來源

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

官方來源

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.

技術development

Sql Query Optimizer

官方來源

jeremylongshore / skills

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技能skill

data-analyzer

官方來源

Shin0205go / skills

データ分析と可視化を行うスキル

資料data

attack-tree-construction

官方來源

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

官方來源

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.

資料data

visualize

官方來源

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.

技術codedata

startup financial modeling

官方來源

wshobson / skills

我將為您建立全面的3-5年財務模型,內容涵蓋收入預測、成本結構、現金流分析及情境規劃,適用於早期新創公司。當需要製作財務預測、計算燒錢率或跑道、模擬募資情境,或為種子輪及A輪募資準備投資人級財務報表時,請使用此技能。

創意art

IP 標誌技能

官方來源

s1dashu / skills

生成簡單、可愛的 IP 吉祥物標誌,具有大膽的圓潤形狀、擬物化深度和嚴格的複雜度限制。適用於具有影像生成的 AI 代理。

創意標誌設計吉祥物設計

Financial Statements

官方來源

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

官方來源

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.

資料workflowdata

dashboard-querying

官方來源

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.

技術testingapi

team-composition-analysis

官方來源

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.

創意artdesign

clickhouse-io

官方來源

affaan-m / skills

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

技術datacli

dhis2-analytics

官方來源

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.

資料data

Data Analysis

官方來源

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。

資料data

Weekly Impact Summary

官方來源

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

官方來源

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'.

創意designcode

council

官方來源

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.

技術code

Example Chartjs

官方來源

BintzGavin / skills

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

創意artdata

csv-data-analyst

官方來源

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.

資料data

Template Diff

官方來源

gileck / skills

Template Diff Summary

企業template

retention-engagement

官方來源

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

什麼是 Skill?

Skill 是一套可復用的指令包(通常是 SKILL.md 文件),用于告訴 AI Agent 如何用正確的上下文、工具和步骤完成特定任務。

Agent Skills

Agent Skills 是打包好的能力模塊,可供 Claude Code、Codex 等 Agent 按需發現、載入和執行。

支持的 Agent 與平台產品

該 Skill 面向支持 SKILL.md 工作流的 Agent 運行時,包括 OpenClaw、Claude Code、Codex 以及類似的 AI 編程 Agent。

如何使用這個 Skill

如何安裝這個 Skill?

打開源碼仓庫並按照安裝說明操作;啟用前請檢查相關腳本和權限。

如何執行這個 Skill?

安裝後,可以通過名稱讓 Agent 使用該 Skill,或讓 Agent 從 Skill 目錄自動發現。

可以為自己的專案修改它嗎?

可以。Skill 本身適合被調整,但請遵守授權條款,並保留安全關鍵指令。

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