Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill packages. Provides multi-dimensional scoring and actionable improvement suggestions.
Guide to analyze a current work session and propose improvements to skills. Use (1) automatically after working with a skill to capture learnings, (2) when the user suggests improvements, corrections, or additions during a skill-related session, or (3) when the user manually invokes `self-improve`.
Evaluate and improve Claude skill quality through auditing. Use when reviewing, preparing for production, or auditing skills.
Guide to creating Claude Code skills using TDD methodology and persuasion principles. Use for new skill development.
Design memory palace structures with spatial layouts and domain org.
Generate tutorials from VHS tapes and Playwright specs with dual-tone markdown and GIF recording
Write clear, actionable todos that workers can execute without losing architectural intent. Use when "create todos", "write todos", "break into tasks", "plan todos", "make todos", or creating work items from a plan. Ensures each todo has unambiguous expected outcomes, concrete examples, and explicit constraints so workers don't drift from the design.
Guides Claude in creating well-structured SKILL.md files following best practices. Provides clear guidelines for naming, structure, and content organization to make skills easy to discover and execute.
Use ADK Studio code generation and perform release-readiness checks for ADK-Rust changes. Use when validating generated projects, examples, and release quality gates.
Build, debug, and validate ADK Studio projects and generated Rust workflows. Use when working on adk-studio schemas, action nodes, code generation, graph runner behavior, or studio deployment readiness.
Architecture Decision Records (ADR) documentation practice. Use when documenting architectural decisions, recording technical trade-offs, creating decision logs, or establishing architectural patterns. Trigger keywords - "ADR", "architecture decision", "decision record", "trade-offs", "architectural decision", "decision log".
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and incremental validation
Generate pedagogically effective code examples that activate understanding, not just demonstrate syntax. Use when creating code examples for educational content, tutorials, or documentation.
Generate distinctive educational visuals using creative brief methodology. Use when creating chapter illustrations, diagrams, or teaching visuals with Gemini.
Guide for creating new Claude skills. Use this when creating a new skill, updating existing skills, or learning best practices for skill development.
Audit technical writing for learner comprehension and accessibility. Use when reviewing documentation, tutorials, or educational content for clarity.
Creates new Claude Code skills following best practices. Guides through skill structure, naming, descriptions, and progressive disclosure. Use when user wants to create a skill, build a skill, make a new capability, or asks about skill best practices.
How to properly create Claude Code skills - teaches global vs project-local, naming conventions, and proper file structure
An example skill demonstrating the basic structure. Use when user asks about examples or templates.
Creates assessments with varied question types (MCQ, code-completion, debugging, projects) aligned to learning objectives with meaningful distractors based on common misconceptions. Activate when educators design quizzes, exams, or tests measuring understanding; need questions at appropriate cognitive levels (Bloom's taxonomy); want balanced cognitive distribution (60%+ non-recall); or require rubrics for open-ended questions. Generates MCQs with diagnostic distractors, code-writing prompts, debugging challenges, and project-based assessments targeting deep understanding.
Complete code review workflow for both requesting and receiving reviews. Use when creating PRs, reviewing code, or responding to feedback.
Validate code examples across the 4-Layer Teaching Method with intelligent strategy selection. Use when validating Python/Node/Rust code in book chapters. NOT for production deployment testing.
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.
