video-frames
使用 ffmpeg 从视频中提取帧或短视频片段。支持按时间戳截取图片，适用于视频预览和 UI 分析。
excalidraw-diagram
Generate Excalidraw diagrams from text content for Obsidian. Use when user asks to create diagrams, flowcharts, mind maps, or visual representations in Excalidraw format. Triggers on "Excalidraw", "画图", "流程图", "思维导图", "可视化", "diagram".
sherpa-onnx-tts
Local text-to-speech via sherpa-onnx (offline, no cloud)
geopandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
developer-growth-analysis
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, generating a personalized growth report with actionable recommendations.
excel-lbo-modeler
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mermaid-visualizer
Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.
edgartools
Python library for accessing, analyzing, and extracting data from SEC EDGAR filings. Use when working with SEC filings, financial statements (income statement, balance sheet, cash flow), XBRL financial data, insider trading (Form 4), institutional holdings (13F), company financials, annual/quarterly reports (10-K, 10-Q), proxy statements (DEF 14A), 8-K current events, company screening by ticker/CIK/industry, multi-period financial analysis, or any SEC regulatory filings.
csv-data-summarizer
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
alpha-vantage
Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company fundamentals (income statement, balance sheet, cash flow), earnings, options data, market news/sentiment, insider transactions, GDP, CPI, treasury yields, gold/silver/oil prices, Bitcoin/crypto prices, forex exchange rates, or calculating technical indicators (SMA, EMA, MACD, RSI, Bollinger Bands). Requires a free API key from alphavantage.co.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
skill-seekers
Generate AI skills (SKILL.md) from documentation websites, GitHub repositories, PDF files, or local codebases using the Skill Seekers CLI. Use when the user wants to create a new AI skill from external documentation, analyze a GitHub repo into a skill, convert a PDF into structured AI knowledge, or package skills for Claude, Gemini, or OpenAI.
advanced-video-downloader
Download and transcribe videos from YouTube, Bilibili, TikTok and 1000+ platforms. Use when user requests video download, transcription (转录/字幕提取), or converting video to text/markdown. Supports quality selection, audio extraction, playlist downloads, cookie-based authentication, and AI-powered transcription via SiliconFlow API (免费转录).
summarize
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
usfiscaldata
Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates, exchange rates, and savings bonds. Access 54 datasets and 182 data tables with no API key required. Use when working with U.S. federal fiscal data, national debt tracking (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates on Treasury securities, foreign exchange rates, savings bonds, or any U.S. government financial statistics.
sympy
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics calculations, number theory problems, geometry computations, and generating executable code from mathematical expressions. Apply this skill when the user needs exact symbolic results rather than numerical approximations, or when working with mathematical formulas that contain variables and parameters.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
seaborn
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.
scientific-visualization
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.
plotly
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.
networkx
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.
template-skill
Replace with description of the skill and when Droid should use it.
mastering-aws-cli
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google-workspace
Manage Google Workspace with Docs, Sheets, Slides, Drive, Gmail, Calendar, and Contacts. Create professional documents, engaging presentations, reports from markdown. Convert markdown to Google Docs/Slides/PDF. Full editing, formatting, file management, email, and scheduling.
linear
Create, read, update, and list Linear issues. Use when user requests to create, read, update, or list Linear projects, issues, tickets, or tasks.
pr-creation
Create (draft) pull requests on GitHub. Use when user requests to create a pr, pull request, draft pr, draft pull request.
review-comments
Pull GitHub PR review comments for current branch or provided PR number, inspect code, and produce update plan. Use for PR feedback, requested changes, reviewer comments, or plan fixes from review comments.
agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality.
ui
Explore, build, and refine UI using the Tailwind Labs ui.sh mcp
oscal-ssp-validator
Validates OSCAL System Security Plan documents against NIST 800-18 Rev 1 requirements and FedRAMP baselines. Identifies missing elements, quality issues, and provides remediation guidance for achieving ATO compliance.
evidence-collector
Plan and manage security evidence collection for compliance audits and assessments. Use this skill to identify required evidence, track collection status, and ensure audit readiness.
oscal-parser
Parse OSCAL (Open Security Controls Assessment Language) documents in JSON, YAML, or XML formats and extract structured compliance data. Use this skill when working with security control catalogs, system security plans, component definitions, or other OSCAL document types.
oscal-text-converter
Convert OSCAL documents between formats (JSON, YAML, XML) and to human-readable formats like Markdown or plain text. Use for document transformation, reporting, and making OSCAL data accessible to non-technical stakeholders.
oscal-validator
Validate OSCAL documents for structural integrity, schema compliance, and OSCAL-specific requirements. Use this skill to check if OSCAL documents are properly formatted and meet NIST OSCAL specifications before processing.
controls-extractor
Extract and analyze security controls from OSCAL catalogs, profiles, and SSPs. Use this skill to get detailed information about control hierarchies, statements, parameters, and implementation status for compliance analysis.
control-implementation-generator
Generate detailed control implementation guidance, technical steps, and implementation plans for OSCAL security controls. Use this skill to create implementation narratives, technical procedures, and deployment plans.
control-mapper
Map security controls between different compliance frameworks including NIST 800-53, ISO 27001, CIS Controls, PCI-DSS, HIPAA, SOC 2, and CMMC. Use this skill for gap analysis, multi-framework compliance, and control rationalization.
risk-assessor
Perform comprehensive risk assessments on OSCAL systems including threat modeling, vulnerability analysis, risk scoring, and POA&M generation. Use this skill to evaluate security posture and prioritize remediation efforts.
workflow-orchestrator
Orchestrate complex multi-step OSCAL compliance workflows by combining multiple skills. Use this skill for end-to-end compliance automation like FedRAMP package reviews, continuous monitoring, and gap assessments.
component-definition-builder
Create and manage OSCAL component definitions for reusable security control implementations. Inspired by CivicActions components and community patterns. Use for building component libraries and shared control implementations.
oscal-catalog-provider
Fetch official NIST 800-53 and FedRAMP OSCAL catalogs from authoritative sources
oscal-visualizer
Create visual diagrams and representations of OSCAL documents including control hierarchies, component relationships, implementation flows, and SSP overviews. Inspired by oscal-diagrams and community visualization tools.
oscal-control-mapper
Create and analyze OSCAL Control Mapping documents to establish formal relationships between controls across different frameworks (NIST 800-53, ISO 27001, CIS, PCI-DSS, etc.). Use this skill to document control equivalencies, gaps, and harmonization for multi-framework compliance.
advanced-oscal-validator
Perform comprehensive OSCAL validation using community-inspired patterns including JSON schema validation, business rule validation, cross-reference checking, and best practices from IBM Trestle, oscal-pydantic, and Lula. Use for thorough document quality assurance.
compliance-report-generator
Generate compliance reports from OSCAL assessment results, SSPs, and POA&Ms in various formats. Use this skill to create audit-ready documentation, executive summaries, and detailed compliance status reports.
ipa-nfr-operations-design
IPA非機能要求グレード2018（可用性・性能拡張性・運用保守性・移行性・セキュリティ・システム環境）の記入済み要件を入力として、運用設計書を生成する。非機能要件定義が完了しているプロジェクトの運用設計フェーズで使用する。Do NOT use for 非機能要件の定義自体（requirements-definingを使用すること）。Do NOT use for 業界調査やヒアリングから始める運用設計（operations-designを使用すること）。
incident-rca
インシデント調査で根本原因を特定するためのなぜなぜ分析ファシリテーター。推測を避け、ユーザーの発言を記録し、マインドツリーで全体を可視化する。障害発生後の原因究明、ポストモーテム、再発防止策の策定に使用する。Do NOT use for 定期的なサービス健全性チェック（health-checkを使用すること）。
sdd-documentation
SDDワークフロー全体を統括するオーケストレーター。要件定義・設計・タスク計画・実装・逆順レビューの一連のフローを管理する。新規プロジェクトのSDD一括作成、複数フェーズにまたがるワークフロー管理、エラー・バグの体系的な分析と修正に使用する。Do NOT use for 個別フェーズのみの作業（requirements-defining、software-designing、task-planningを直接使用すること）。
sdd-document-management
SDDドキュメントの整合性チェック、実装同期確認、アーカイブ（CLAUDE.md同期含む）、ファイル最適化を行う。ドキュメント間の矛盾検出、実装との乖離確認、完了タスクの整理と仕様のCLAUDE.md転記、肥大化ファイルの分割が必要な場合に使用する。Do NOT use for ドキュメントの新規作成（requirements-defining、software-designing、task-planningを使用すること）。
health-check
インフラメトリクスの定期調査を体系的に実施し、サービスの健全性を評価する。2層アプローチで11カテゴリのメトリクスを確認し、構造化レポートを作成する。定期的なサービス監視、障害予兆の検出、パフォーマンス評価に使用する。Do NOT use for 個別インシデントの根本原因分析（incident-rcaを使用すること）。
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