ML Training

Brainstorming Ideas Into Designs Purpose Turn raw ideas into clear, validated designs and specificat

If you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUS

Using Git Worktrees Overview Git worktrees create isolated workspaces sharing the same repository, a

Dispatching Parallel Agents Overview When you have multiple unrelated failures (different test files

Verification Before Completion Overview Claiming work is complete without verification is dishonesty

Agent Architecture Audit A diagnostic workflow for agent systems that hide failures behind wrapper l

Agent Eval Skill A lightweight CLI tool for comparing coding agents head-to-head on reproducible tas

Agent Harness Construction Use this skill when you are improving how an agent plans, calls tools, re

Agent Introspection Debugging Use this skill when an agent run is failing repeatedly, consuming toke

Agentic OS Treat Claude Code as a persistent runtime / operating system rather than a chat session.

AI-First Engineering Use this skill when designing process, reviews, and architecture for teams ship

Autonomous Agent Harness Turn Claude Code into a persistent, self-directing agent system using only

Autonomous Loops Skill > Compatibility note (v1.8.0): autonomous-loops is retained for one release.

Blender Motion State Inspection When to Use - A Blender character looks twisted, mirrored, flattened

Blueprint — Construction Plan Generator Turn a one-line objective into a step-by-step construction p

Canary Watch — Post-Deploy Monitoring When to Use - After deploying to production or staging - After

ck — Context Keeper You are the Context Keeper assistant. When the user invokes any /ck: command, ru

Claude DevFleet Multi-Agent Orchestration When to Use Use this skill when you need to dispatch multi

Code Health MCP (CodeScene) Structural maintainability feedback for AI-assisted coding. Complements

Compose Multiplatform Patterns Patterns for building shared UI across Android, iOS, Desktop, and Web

Configure Everything Claude Code (ECC) An interactive, step-by-step installation wizard for the Ever

Context Budget Analyze token overhead across every loaded component in a Claude Code session and sur

Continuous Agent Loop This is the v1.8+ canonical loop skill name. It supersedes autonomous-loops wh

Cost-Aware LLM Pipeline Patterns for controlling LLM API costs while maintaining quality. Combines m

--- name: taste description: A creative-direction (taste) layer for music videos and short-form edit

--- name: mcp-server-patterns description: Build MCP servers with Node/TypeScript SDK — tools, resou

--- name: kotlin-exposed-patterns description: JetBrains Exposed ORM 模式，包括 DSL 查询、DAO 模式、事务、HikariCP

--- name: healthcare-emr-patterns description: EMR/EHR development patterns for healthcare applicati

--- name: homelab-pihole-dns description: ホームラボ用Pi-hole DNS設定、広告ブロック、プライバシー、およびカスタムドメイン解決。 origin: c

--- name: llm-trading-agent-security description: 具有钱包或交易权限的自主交易代理的安全模式。涵盖提示注入、支出限制、发送前模拟、断路器、MEV保护和

--- name: regex-vs-llm-structured-text description: 选择在解析结构化文本时使用正则表达式还是大型语言模型的决策框架——从正则表达式开始，仅在低置信度

--- name: council description: Convene a four-voice council for ambiguous decisions, tradeoffs, and

--- name: jpa-patterns description: JPA/Hibernate patterns for entity design, relationships, query o

--- name: fal-ai-media description: Unified media generation via fal.ai MCP — image, video, and audi

--- name: santa-method description: "Multi-agent adversarial verification with convergence loop. Two

--- name: nanoclaw-repl description: Operate and extend NanoClaw v2, ECC's zero-dependency session-a

Replace with description of the skill and when Claude should use it.

Building LLM-Powered Applications with Claude This skill helps you build LLM-powered applications wi

Theme Factory Skill This skill provides a curated collection of professional font and color themes t

Web Artifacts Builder To build powerful frontend claude.ai artifacts, follow these steps: 1. Initial

A .docx file is a ZIP archive containing XML files.

MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs t

skill-creator Purpose To create new CLI skills following Anthropic's official best practices with ze

AI agent skill: template. Install to enhance your coding agent capabilities.

When to Use Use when this workflow matches the user request: Compact the current conversation into a

1. First, divide the article into sections based on its headings. Think about the main points you wa

/mnt/d/Obsidian Vault/AI Research/ Mostly flat at root level. - Index notes: aggregate related topic

Create exercise directory structures that pass pnpm ai-hero-cli internal lint, then commit with git

Sets up a PreToolUse hook that intercepts and blocks dangerous git commands before Claude executes t

Setup Matt Pocock's Skills When to Use Use when this workflow matches the user request: Configure th