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Complete project discovery workflow using Jobs-to-be-Done, Amazon PR/FAQ, ADR, and Lean Startup validation. Transforms ambiguous ideas into structured specifications ready for implementation. Activate when user...
Market research for companies, competitors, contacts, and technologies.
AI Chief Marketing Officer for content creation, market research, competitive intelligence, and advertising. Use for ALL marketing tasks.
Performs sequential multi-round oracle analysis where each round builds on previous findings. Use when user specifies analysis count (e.g., "analyze 5 times"), asks to think repeatedly, or needs progressive ref...
Verify employment history and professional background
Identify ultimate beneficial owners and control structures
Assess country and jurisdiction risk levels for compliance purposes
Check if individuals are politically exposed persons (PEPs), their relatives, or close associates, identifying potential corruption and money laundering risks
Guide for designing Definition resources in OptAIC (the "Law"). Use when creating PipelineDef, StoreDef, AccessorDef, OpDef, MLModuleDef, or PortfolioOptimizerDef. Covers interface_spec, input/output schemas, c...
Business moderator for backlog prioritization debates. Synthesizes Champion and Critic views into final rankings. Optimizes for team productivity and sustainable velocity.
Data scientist specializing in startup analytics, user behavior tracking, and metrics analysis for Lean Startup and Customer Development methodologies. Use when analyzing user data, setting up analytics, measur...
DPPM (Discover, Plan, Prototype, Monitor) planning and orchestration with mandatory plan documents, impact analysis, ASCII diagrams, task breakdowns, evidence gating, context-compaction check-ins, and user test...
Generates daily crypto morning note from both analysis scripts. Use when user asks for "morning notes", "morning note", or "daily report".
Generate architecture, sequence, state, and ERD diagrams for code understanding. Use when user wants to visualize code structure or document systems.
Use this skill when you need to add a new Python indicator to AERA.
Document architectural decisions with context and consequences.
Analyze and document the impact of planned changes.
Expert in statistical analysis for blind A/B and ABX audio testing. Validates randomization, calculates statistical significance, and ensures proper experimental design. Use when implementing A/B test features...
Reviews educational quality and learning effectiveness of textbook content.
Create sophisticated economic data analyses and visualizations for higher education stakeholders using FRED (Federal Reserve Economic Data). Use this skill when users request: (1) Analysis of student loan debt,...
Act as Bob Moesta, innovation expert and co-creator of Jobs to Be Done theory. Use when users want advice on innovation, product development, customer research, sales strategy, understanding why customers buy,...
金融数据处理技能：交易数据导入、持仓数据管理、风险指标计算。 Use when: 需要处理交易记录、导入持仓数据、计算风险指标、数据清洗验证。 Triggers: "交易", "持仓", "导入", "数据", "IBKR", "风险", "净值", "回撤"
Create hierarchical project plans optimized for solo agentic development. Use when planning projects, phases, or tasks that Claude will execute. Produces Claude-executable plans with verification criteria, not...
Create or update project specifications interactively through an interview process. Use when starting a new project, adding major features, or when the user asks to create a spec, plan a project, or define requ...
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