ALWAYS USE THIS SKILL for PolicyEngine microsimulation, population-level analysis, winners/losers calculations. Triggers: "microsimulation", "share who would lose/gain", "policy impact", "national average", weighted analysis. Use this skill's code pattern, but explore the codebase to find specific parameter paths if needed.
Elite marketing strategy combining Brian Balfour's growth loops, Jobs-to-be-Done framework, Blue Ocean Strategy, attribution modeling, product-led growth, and community-driven tactics. Use for comprehensive marketing strategy, channel selection, growth experimentation, attribution analysis, and sustainable competitive advantages.
Comprehensive China A-share stock analysis covering fundamental analysis, technical analysis, policy impact assessment, and market-specific features (T+1 trading, price limits, northbound capital flow). Use when user asks about A股分析, Chinese mainland stocks, Shanghai/Shenzhen listed stocks, or needs analysis considering China market characteristics.
Predict optimal gas prices and transaction timing to minimize blockchain transaction costs. Use when optimizing blockchain transaction costs. Trigger with phrases like "optimize gas", "check gas prices", or "minimize fees".
Estimate effort for development tasks. Use when planning sprints, roadmaps, or project timelines. Covers story points, relative estimation, and uncertainty.
Reviews in-progress implementation against feature specification and plan - provides structured compliance report with categorized issues for fixing. Mid-implementation checkpoint for quality.
Master product strategy, market analysis, competitive positioning, and long-term product vision. Define business models and craft go-to-market strategies that drive success.
Screen and filter A-share stocks based on fundamental metrics, technical indicators, capital flow, and custom criteria. Support multiple screening strategies including value investing, growth investing, momentum trading, and dividend hunting. Use when user wants to find stocks meeting specific criteria like "低PE高ROE股票", "北向资金加仓股", "突破年线的股票".
Systematic reflection process to analyze recent work and extract learnings. Evaluates what went well, what failed, what was confusing, and what knowledge would help future instances. Produces actionable insights and documentation updates. Use when: user says 'reflect', asks 'what did we learn?', completes a significant feature, or wraps up focused work.
Create Theory (THY) documents that capture integrated understanding. Triggers on "capture theory", "document understanding", "write theory", "explain why this works", "record the mental model".
Backtest crypto trading strategies against historical data with performance metrics. Use when validating trading strategies with historical data. Trigger with phrases like "backtest strategy", "test trading signals", or "validate approach".
Generate trading signals using technical indicators and on-chain metrics. Use when receiving trading signals and alerts. Trigger with phrases like "get trading signals", "check indicators", or "analyze signals".
Reviews existing specifications for ambiguity and missing decision points - uses structured taxonomy to detect gaps, generates prioritized clarification questions, reduces specification uncertainty.
Competitive intelligence, market analysis, and strategic positioning for product differentiation.
Learn ADK concepts and understand the retail agent pipeline. Use when asking how the agent works, what ADK is, wanting to understand the architecture, state flow, or individual agent purposes.
Analyze crypto market sentiment from social media, news, and on-chain metrics. Use when gauging market sentiment and social trends. Trigger with phrases like "analyze sentiment", "check market mood", or "gauge social trends".
Advises on SaaS pricing strategy using Daniel Priestley's oversubscription principles and Patrick Campbell's value-based framework. Use when defining pricing tiers, selecting value metrics, positioning against competitors, or creating pricing page copy for any SaaS product.
Identifies and qualifies potential leads by analyzing products/services, understanding ideal customer profiles, conducting intelligent web research using Bright Data MCP tools, and providing actionable outreach strategies. Use when researching leads, prospecting, qualifying contacts, analyzing companies, enriching lead data, or creating outreach campaigns.
Generate and explore ideas effectively. Use when starting new projects, solving problems, or exploring solutions. Covers ideation techniques and divergent thinking.
