Tools

Orchestrate complete or partial feature implementation workflow with configurable phases. This skill should be used to run the full workflow (specification → research → plan → implement → test → fix) or specific phases, coordinating between all feature-implementation skills automatically.

Design reusable prompt templates that encode domain-specific patterns for recurring AI development tasks.Use this skill when you've executed similar prompts 2+ times and need to capture the pattern as reusableintelligence. Transforms one-off prompts into parameterized templates that maintain quality while reducingcognitive load. Helps students move from Layer 2 (AI Collaboration) to Layer 3 (Intelligence Design) inthe 4-Layer Teaching Method.

Asyncio patterns in Python for high-concurrency IO-bound tasks. Includes coroutines, task management, and asynchronous resource handling. Triggers: asyncio, python-async, coroutine, await, async-gather, async-generator, event-loop.

プラグインに新しいフックを作成する。「フック作成」「新しいフック」「フックを作って」「フック追加」「hook 作成」「フックを追加したい」「新規フック」などで起動。ツール実行前後やセッションイベントで実行されるフックを生成。

Agent coordination, orchestration, and multi-agent workflow management scripts

数据迁移/系统迁移规划助手，提供数据库迁移、系统架构迁移、云服务迁移的完整规划方案，包括风险评估、回滚策略与执行计划。

High-performance semantic search and document parsing toolkit. Use PROACTIVELY for searching across documentation, YAML manifests, configuration files, or any text where semantic understanding is needed. Particularly effective when exploring unfamiliar codebases, finding conceptually related content, or when exact keywords don't match the desired information.

Generate a new package registry adapter for the worker service. Creates schema, client, mapper, and index files following the npm adapter pattern. Use when adding support for a new package registry (jsr, brew, apt, etc.).

Standardized output format for code reviews with severity labels, file:line references, and fix code snippets. Use when generating review reports that need consistent, actionable feedback structure.

Stack prompts in queue while agent runs, minimizing context switches to achieve sustained 6k lines per day output and preserved flow state. Use for heavy coding sessions, iterative refinements, rapid iteration cycles, or sustained productivity. Queue enables async execution without blocking. Triggers on "flow state", "queue prompts", "heavy coding", "sustained output", "minimize interruptions".

Real-time performance metrics collection, bottleneck detection, SLA monitoring, anomaly detection, and resource tracking. Use for continuous system monitoring, performance dashboards, and proactive issue detection.

Set up and orchestrate multi-agent workflows using Beads (shared issue tracking/memory) and MCP Agent Mail (agent messaging). Use when coordinating multiple agents, setting up agent villages, tracking work across agent sessions, or implementing swarm workflows.

Analyze the knowledge graph for insights. Use when asked to "analyze connections", "graph report", "show hubs", "find orphans", or "knowledge map".

Production-ready starter project for React + Cloudflare Workers + Hono with core services(D1, KV, R2, Workers AI) and optional advanced features (Clerk Auth, AI Chat, Queues, Vectorize).Complete with planning docs, session handoff protocol, and enable scripts for opt-in features.Use when: starting new full-stack project, creating Cloudflare app, scaffolding web app,AI-powered application, chat interface, RAG application, need complete starter, avoid setup time,production-ready template, full-stack boilerplate, React Cloudflare starter.Prevents: service configuration errors, binding setup mistakes, frontend-backend connection issues,CORS errors, auth integration problems, AI SDK setup confusion, missing planning docs,incomplete project structure, hours of initial setup.Keywords: cloudflare scaffold, full-stack starter, react cloudflare, hono template, production boilerplate,AI SDK integration, workers AI, complete starter project, D1 KV R2 setup, web app template,chat application scaffold, RAG st

Expert in Chrome browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use when browser automation, performance testing, web scraping, debugging, or browser interaction is needed. **CRITICAL:** Always uses persistent data-dir at ~/.claude/credentials/chrome for session management. (project, gitignored)

Generate tRPC router files with procedures and validation. Triggers on "create trpc router", "generate trpc procedure", "trpc api", "typesafe api".

Meta-skill for selecting correct WorldCrafter skill. Use when unclear which skill to use, request maps to multiple skills, need to orchestrate skills, user asks for guidance, or ambiguous requests need clarification. Provides decision trees and trigger matching for feature-builder (complete features with forms), database-setup (tables/migrations/RLS), test-generator (add tests), route-creator (simple pages/APIs), auth-guard (authentication/authorization), ai-assistant (AI generation/suggestions/consistency), visualization (maps/timelines/graphs), and chatgpt-setup (MCP integration). Do NOT use when request clearly maps to one skill or trigger phrases clearly indicate specific skill.

Filters PlatformIO output to reduce token usage in agentic tools. Returns success confirmation on successful builds and only error lines on failures instead of full logs. Use when agentic tools need to run PlatformIO commands to reduce context token consumption.

Provides ASSERT/ASSUME macro pattern, .sby file template, and f_past_valid usage. Triggers when adding formal verification or writing assertions.

Modern React stack: React 19, TypeScript, Tailwind CSS, Vite, TanStack Query.Use when: building React apps, components, state management, or UI.Triggers: "react", "frontend", "tailwind", "vite", "typescript react","component", "useState", "tanstack", "react query".