Implement comprehensive logging, checkpointing, and visualization for a Reinforcement Learning training loop, tracking rewards, losses, actions, states, entropy, and performance metrics using CSV and log files.
Generates technical instructions for jogging a servo motor using TwinCAT 3, strictly adhering to a specific four-section structure covering definition, setup, execution, and parameter monitoring.
Review week's progress with concrete accomplishments (not fake percentages), pattern detection, and goal tracking.
Generate context-aware daily plan with calendar, tasks, and priorities. Includes midweek awareness, meeting intelligence, commitment tracking, and smart scheduling suggestions.
End of day review with learning capture, daily plan completion tracking, and meeting follow-up surfacing.
Weekly synthesis of progress and priorities
Plans PM career growth using frameworks from 40+ career episodes and Ami Vora's advancement strategies. Use when planning promotions, identifying skill gaps, navigating career transitions, or choosing between IC and management paths.
Maintain GOALS.yaml and GOALS.md fitness specifications. Measure fitness, manage directives, track drift, add/prune goals. Triggers: "goals", "goal status", "show goals", "add goals", "prune goals", "clean goals", "goal drift", "goal history", "export goals", "meta goals", "migrate goals".
Maintain GOALS.yaml and GOALS.md fitness specifications. Measure fitness, manage directives, track drift, add/prune goals. Triggers: "goals", "goal status", "show goals", "add goals", "prune goals", "clean goals", "goal drift", "goal history", "export goals", "meta goals", "migrate goals".
Goal-driven fitness-scored improvement loop. Measures goals, picks worst gap, runs $rpi, compounds via knowledge flywheel. Also pulls from open beads when goals all pass. Accepts ordered roadmap via --queue for sequential execution with auto-unblocking. Use when you want to "improve", "iterate", "fix issues", "work through tasks", "evolve", "check goal fitness", "run improvement loop", "pick up next work", or "run roadmap".
Goal-driven fitness-scored improvement loop. Measures goals, picks worst gap, runs /rpi, compounds via knowledge flywheel. Also pulls from open beads when goals all pass. Accepts ordered roadmap via --queue for sequential execution with auto-unblocking. Use when you want to "improve", "iterate", "fix issues", "work through tasks", "evolve", "check goal fitness", "run improvement loop", "pick up next work", or "run roadmap".
Lean value stream mapping for identifying waste and optimization opportunities. Creates current/future state maps with cycle time analysis and improvement recommendations.
Create detailed implementation plans through an interactive process with research, code snippets, and structured deliverables. Use this skill when planning significant features, refactoring tasks, or complex implementations that require thorough analysis and structured documentation. The skill guides through context gathering, research, design decisions, and generates comprehensive plans with test strategies and success criteria.
Observability for .NET 10 applications. Covers Serilog structured logging, OpenTelemetry traces and metrics, health checks, and correlation IDs. Load this skill when setting up logging, tracing, metrics, or health monitoring, or when the user mentions "Serilog", "logging", "structured log", "OpenTelemetry", "traces", "metrics", "health check", "correlation ID", "observability", "telemetry", "log enrichment", or "ILogger".
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repetition, and interleaving. Activate when educators need varied exercise types (fill-in-blank, debug-this, build-from-scratch, extend-code, AI-collaborative) targeting learning objectives with appropriate difficulty progression. Creates exercise sets that apply cognitive science principles to maximize retention and skill development. Use when designing practice activities for Python concepts, creating homework assignments, generating problem sets, or evaluating exercise quality.
Generate an energy-optimized, time-blocked daily plan based on circadian rhythm research and GTD principles
Always and Automatically improve skills after each use by capturing learnings and anti-patterns
Launch the Brain Monitor TUI, a real-time terminal dashboard for watching Claudia's memory system. Triggers on "brain monitor", "show dashboard", "memory dashboard", "terminal brain".
