Manage the skills-for-fabric evaluation framework: add eval plans for new or existing skills, list available tests and their results, generate eval datasets, review metrics, and check test coverage. Directs test execution to the tests/ folder. Triggers: "add tests", "add evals", "list tests", "show eval results", "run tests", "generate eval data", "eval metrics", "test coverage", "missing tests". "show tests"
Use when creating skills for Rust crates or std library documentation. Keywords: create rust skill, create crate skill, create std skill, 创建 rust skill, 创建 crate skill, 创建 std skill, 动态 rust skill, 动态 crate skill, skill for tokio, skill for serde, skill for axum, generate rust skill, rust 技能, crate 技能, 从文档创建skill, from docs create skill
Write or rewrite architecture subsystem docs, ADRs, and reference material for the engineering team. Use when creating, updating, or reviewing docs under docs/architecture docs/, or when the user asks you to write documentation that describes the system's design.
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`.
Guide pour la rédaction de notifications de licenciement conformes au droit du travail français. Utiliser ce skill quand l'utilisateur demande de rédiger, préparer, créer ou éditer une lettre de notification de licenciement, notamment pour faute grave, faute lourde ou motif personnel. Le skill guide la collecte d'informations précises et la rédaction d'une notification juridiquement solide avec tous les éléments obligatoires du droit français.
Guide for drafting privacy policies compliant with GDPR. Includes CNIL 2020 recommendations, a reference template, and best practices. Use when drafting or revising a privacy policy for a website or application.
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.
Evaluate API surface design, consistency, documentation, and exemplar alignment
Convert a Claude Code session JSONL file into an animated GIF replay showing the conversation as typed terminal output.
Convert a Claude Code session into a shareable blog post or case study capturing decisions, process, and outcomes.
Plan, draft, and refine technical tutorials for developers.
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.
Maintain, update, regenerate, and review Mermaid and D2 documentation diagrams for this repo. Use when working in docs/diagrams/, editing .mmd or .d2 sources, syncing diagrams to current code, regenerating SVGs, checking light/dark variants, or reviewing diagram readability and semantic drift. Triggers: mermaid, d2, docs/diagrams, mmd, svg diagram, architecture diagram, flow diagram, unlock flow, save-entry flow.
Conceptual organization of Agent Framework documentation and samples. For language-specific details (file naming, provider setup, code patterns), see each code repo's skills files.
Writes, reviews, and improves SwiftData code using modern APIs and best practices. Use when reading, writing, or reviewing projects that use SwiftData.
CRITICAL - Fetch real-time, official library documentation instead of relying on potentially outdated training data. Use WHENEVER working with ANY external library, framework, or package (React, Vue, Express, etc.) to get the latest APIs, usage patterns, and best practices directly from authoritative sources. Essential for accurate implementation - your training data may be months or years old, but this fetches current docs.
