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Apply reinforcement learning principles when working on spec-kit-extensions. Auto-activates when: (1) editing command prompts in commands/*.md, (2) modifying workflow templates in extensions/workflows…
Load specific role(s) for focused work. Use when user says "role [name]" or wants to work with specific roles. Supports single or multiple roles.
Parallel team composition analysis using G-1 PERSONNEL. Deploy 6 probes for comprehensive roster assessment before complex task assembly.
Gathers and filters information systematically. Applies scanning, focusing, filtering, triangulating, monitoring, and synthesizing modes to build accurate situational awareness. Use when researching, …
Organize Claude Code instructions into modular rule files in .claude/rules/. Use when setting up project standards, adding team conventions, creating domain-specific rules, or managing shared coding g…
Help users run effective one-on-one meetings. Use when someone is a new manager setting up 1:1s, struggling to make 1:1s productive, wants to improve career conversations with reports, or needs to han…
Capture learnings from completed work for future reference
This skill uses a thermometer on a substance to measure its temperature. It should be triggered when the agent needs to determine the temperature of a material (e.g., lead) to assess if it has reached…
Parliamentary procedure as forcing function for genuine deliberation
Control iRobot Roomba robot vacuums and Braava mops
Bridge brainstorming to implementation through 4 phases - interface, pseudocode, skeleton, and implementation handoff
Measurable criteria translating qualitative debate to quantitative scores
Manage FABER workflow run lifecycle - create, query, resume, rerun runs
An editor-in-chief Skill that oversees RWD research from planning to completion. It calls other Skills in the appropriate order and integrates the output of selecting the top 3 research proposals, sco…
Store APPLICATION patterns (architecture, procedures, conventions) in AgentDB's skills table. NOT for swarm/transient memory.
Study scripture by retrieving and merging all available commentary data for one or more verses. Supports verse ranges, depth levels (light/medium/full), and optional filtering by tool type.
Guide wanderers to the right animal for their journey. Perch, tilt your head, chatter about the forest, present the options, and warble the recommendation. Use when helping users choose which skill to…
Performs mathematical root calculations including square root, cube root, and nth roots. Use when user asks to calculate square root, cube root, nth root, or uses keywords like 'sqrt', 'root of', 'cal…
Extracts insights and improves performance from experience. Applies single-loop (fix action), double-loop (fix frame), reflection (extract insight), experimentation (test belief), and calibration (adj…
MCP server integration for programmatic task and skill management. Use when managing tasks via MCP protocol, enabling/disabling skills programmatically, or integrating Rulebook with AI assistants thro…
Persistent schema-driven running log with three-component architecture - quick-capture ideas, AI auto-detection, and backlog review librarian
Manages schema lifecycle including scaffolding, safe field deprecation, and data migrations. Use when modifying existing schemas.
Interactive requirements discovery through Socratic dialogue and systematic exploration. Use when transforming ambiguous ideas into concrete specifications, validating concepts, or coordinating multi-…
Guide Sprint Planning in AI-Agentic Scrum. Use when selecting PBI, defining Sprint Goal, or breaking into subtasks.