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Analyze skill effectiveness through usage feedback, metrics analysis, and outcome assessment. Task-based operations for feedback collection, effectiveness measurement, trend analysis, and insight extraction. Us...
FinnHub financial data API integration for stocks, forex, crypto, news, and fundamentals. Use when fetching real-time quotes, company profiles, financial statements, insider trading, earnings calendars, or mark...
Auto-Claude performance optimization and cost management. Use when optimizing token usage, reducing API costs, improving build speed, or tuning agent performance.
Review the skill development ecosystem itself - assess ecosystem health, identify systemic issues, evaluate toolkit effectiveness, and recommend system-level improvements. Task-based operations for ecosystem as...
Break down skill development into concrete tasks with time estimates, dependencies, and validation criteria. Creates actionable task lists, identifies blockers, estimates effort, and sequences work optimally. U...
Financial Modeling Prep API for stocks, fundamentals, SEC filings, institutional holdings (13F), and congressional trading. Use when fetching financial statements, ratios, DCF valuations, insider/institutional...
Identify and validate profitable business opportunities by analyzing market size (TAM/SAM/SOM), unit economics, competitive landscape, and PMF indicators. Generates comprehensive HTML reports with opportunity s...
Coordinate structured thinking and multi-agent parallel execution for complex tasks. Use when tackling multi-step projects, planning parallel work, breaking down complex problems, coordinating specialist tasks,...
Compare technologies with weighted scoring matrix. Use when evaluating libraries, frameworks, SaaS products, or infrastructure options.
ScalarDB Analytics設計エージェント - ScalarDB Analyticsを使用した分析基盤の設計。Apache Sparkベースの分析クエリ、マルチDB横断分析を策定。/design-scalardb-analytics [対象パス] で呼び出し。
Designs technical solutions and architecture. Use when user says "design solution", "architecture design", "technical design", or "方案设计" WITHOUT mentioning PRD. For PRD-specific work, use prd-planner skill...
Quality assurance expert for testing strategies and quality gates. Use when planning test coverage, setting up QA processes, or improving quality standards.
Uses persistent markdown files for general planning, progress tracking, and knowledge storage (Manus-style workflow). Use for multi-step tasks, research projects, or general organization WITHOUT mentioning PRD....
Performance optimization specialist for improving application speed and efficiency. Use when investigating performance issues or optimizing code.
Product Requirements Prompt (PRP) workflow for systematic feature implementation. PRPs are PRDs engineered for AI - they include complete context, implementation blueprints, and validation gates for one-pass su...
Framework for retrospectives at any time scale (daily, weekly, monthly, quarterly, yearly). Trigger with "daily retro", "weekly retro", "monthly retro", "[month] retro" (e.g., "december retro", "january retro")...
Framework for planning at any time scale (daily, weekly, monthly, quarterly, yearly). Trigger with "plan my day", "weekly planning", "monthly planning", "[month] planning" (e.g., "january planning", "december p...
Conduct market research and analysis. Use when evaluating market opportunities or trends.
Analyze competitors systematically. Use when evaluating competition or positioning strategy.
Feature discovery - competitive analysis. Use when exploring features.
Growth - onboarding, activation, retention. Use for growth features.
Financial ledger - transactions, audit trails. Use when tracking money.
Growth - onboarding, activation, retention. Use for growth features.
Financial ledger - transactions, audit trails. Use when tracking money.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.