Generate structured planning docs for web projects with context-safe phases, verification criteria, and exit conditions. Creates IMPLEMENTATION_PHASES.md plus conditional docs. Use when: starting new projects, adding major features, or breaking large work into manageable phases.
Track progress across sessions using SESSION.md with git checkpoints and concrete next actions. Converts IMPLEMENTATION_PHASES.md into trackable session state. Use when: resuming work after context clears, managing multi-phase implementations, or troubleshooting lost context.
Facilitate effective retrospectives to capture lessons learned, celebrate successes, and identify actionable improvements for future iterations.
Profile CPU usage to identify hot spots and bottlenecks. Optimize code paths consuming most CPU time for better performance and resource efficiency.
Use when managing multiple initiatives across time horizons (now/next/later, H1/H2/H3), balancing risk vs return across portfolio, sizing and sequencing bets with dependencies, setting exit/scale criteria for experiments, allocating resources across innovation types (core/adjacent/transformational), or when user mentions portfolio planning, roadmap horizons, betting framework, initiative prioritization, innovation portfolio, or resource allocation across horizons.
Personalize COG for your workflow - creates profile, interests, and watchlist files with guided setup (run this first!)
Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
Calculate electrical capacitance from geometric parameters and dielectric properties for circuit design.
Reviews performance including N+1 queries, re-renders, scalability. Use when junior asks "is this performant", "will this scale", "too slow", or builds loops, large lists, pagination, caching.
Transforms completed work into powerful resume bullet points with action verbs, technical context, and quantified impact. Use when completing tasks, updating portfolio, or preparing job applications.
Design, monitor, and adapt high-impact personal habits using AI as a structured thinking partner. Covers outcome definition, behavior-driver mapping, trigger design, execution planning, adherence tracking, obstacle diagnosis, feedback loops, and progressive habit scaling. WHEN: build a new habit, habit keeps failing, track habits, diagnose why habit broke down, scale an existing habit, design a sustainable routine, stop relying on willpower, habit system review.
Tracks and manages technical debt using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: - User asks about technical debt, TODO comments, or code quality issues - Planning sprint work and need to prioritize debt repayment - Conducting code audits or technical debt assessments - Tracking debt accumulation trends over time - Creating technical debt reports for stakeholders Detects SATD (Self-Admitted Technical Debt) annotations: TODO, FIXME, HACK, XXX, NOTE comments. Provides debt quantification in hours, prioritization by severity, and repayment tracking.
Monitor Fly machine health and use focused playbooks.
Visualization blueprint for revenue KPIs, guardrails, and action callouts.
Measurement system tracking engagement, health, and business impact of community programs.
Use when establishing measurement frameworks, dashboards, and optimization rhythms for live campaigns.
Use to facilitate cross-functional journey mapping with data-backed insights.
Use to plan post-training reinforcement cadences, certifications, and impact tracking.
