meta-skills

Implements recursive reflection and progressive deepening for complex problem-solving. Use when tasks require high confidence (>85%), critical decisions, multi-perspective analysis, validation of solutions, or breaking down complex problems into subtasks with iterative refinement. Provides self-critique, confidence tracking, and context management.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Search for and install Agent Skills that give you specialized capabilities. Before starting work, ask might a skill exist that handles this better than my base knowledge? If the task involves specific technologies, frameworks, file formats, or expert domains. Search proactively, even if the user doesn't mention skills. Skills encode best practices, tools, and techniques you wouldn't otherwise have. Also use when users explicitly ask to find, install, or manage skills.

Mandatory protocol for checking and using applicable skills on every task. Use as your first action before responding to any user request - check the complete skill library (26 available skills organized by category), identify which skills apply, execute them with the Skill tool, announce usage, and follow all instructions precisely. Default behavior unless user explicitly says "skip skills", "don't use skills", "just answer", or similar override.