architecture-interview
Plan and review architecture decisions via a structured interview and ADR output. Use when choosing between system design alternatives.
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Plan and review architecture decisions via a structured interview and ADR output. Use when choosing between system design alternatives.
Rapid MVP validation and launch framework following Y Combinator and lean startup principles. Use when user wants to validate a business idea, launch an MVP, define product strategy, calculate unit economics, or needs structured approach to test product-market fit. Includes monetization models, metrics frameworks, and execution templates.
Final trading signal generator. Consolidates outputs from all analysis sources (War Room, Manual Analysis, Deep Reasoning, CEO Analysis, News) into unified TradingSignal database entries with proper attribution.
Structured ideation and exploration workflow. Use this skill when exploring ideas, evaluating options, or needing creative problem-solving before implementation.
Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.
Deconstructs complex problems using the 'Polymath Investor' framework with a 5-step cognitive chain (First Principles → Modular Isolation → Pareto Filtering → Cross-Domain Mapping → Dynamic Zooming). Use when analyzing systems, architectures, businesses, or learning challenges; when seeking high-leverage insights or 'Alpha'; when applying first principles thinking; or when needing cross-disciplinary perspectives to reveal blind spots. Transforms overwhelming complexity into actionable levers.
Performance benchmarking techniques and analysis. Use when measuring performance.
🚀 AUTONOMOUS INTELLIGENT AGENT that orchestrates the entire skill system. Proactively monitors project health, decomposes complex tasks into skill workflows, learns from execution patterns, and evolves continuously. Use when "orchestrate skills", "autonomous recommendations", "task decomposition", "system health check", "skill evolution", or analyzing skill architecture. The meta-brain of the skill ecosystem.
Analyze feature documentation (PDF, markdown, or requirements) and create comprehensive implementation plans for DevPortfolio Portfolio app features. Use when asked to create implementation plans, analyze feature requirements, plan new sections, or design features for apps/portfolio/. Generates detailed phase-by-phase plans with entity design, core layer, components, hooks, styling, i18n, and testing checklists.
Structured decision critic that systematically stress-tests reasoning before commitment surfacing hidden assumptions verifying claims and generating adversarial perspectives to improve decision quality.
Analyze feature requests and provide technical effort estimates with risk assessment
Weekly review and planning. Reviews past week accomplishments, plans upcoming week focus areas. Auto-triggers on phrases like "weekly review", "planera veckan", "veckans planering", "how was my week".
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, compatibility rules, and embedded guardrail contracts.
Analyze an Obsidian vault's AI-readiness with pass/fail checks. Use when assessing a new vault, auditing an existing vault, or verifying setup is complete. Returns a structured report with clear status indicators and actionable recommendations.
Creates detailed specifications from client needs including product specs, technical specs, design specs, and API specs. Use when the user requests help with requirement gathering, creating specifications, documenting client requirements, converting feature requests into structured specs, or needs to formalize project requirements for development handoff.
Power analyst. Processes INA219 data for energy-per-operation and thermal metrics.
Research accelerator portfolio companies using Firecrawl and Tavily MCPs. Generates structured CSV and markdown reports with systematic impact scoring. Optimized for token efficiency.
Use this skill when coordinating multiple AI models (Claude, GPT, Gemini, DeepSeek) for competitive trading analysis, running parallel model execution, aggregating decisions, or managing model performance tracking. Essential for multi-model trading arena operations.
Automated report generator for daily, weekly, and monthly performance summaries. Creates markdown reports with trading performance, defensive wins, agent accuracy, and constitutional compliance statistics.