meta

Find out why a coding-agent skill won't fire — grade each SKILL.md A–F on activation, simulate which skill a prompt triggers, and flag collisions where one silently shadows another.

Use when creating, updating, or improving agent skills.

Use when creating skills, writing SKILL.md files, editing skill definitions, or adding new reusable techniques to ai-coding-config

Create new Claude Code skills with proper structure, validation, and best practices. Generates skills that follow Anthropic specifications and community patterns. Use when you need custom skills for specific workflows, either globally or per-project.

To create new CLI skills following Anthropic's official best practices with zero manual configuration. This skill automates brainstorming, template application, validation, and installation processes while maintaining progressive disclosure patterns and writing style standards.

Use when creating, updating, or improving agent skills.

A meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and prevents skill overuse for simple tasks.

Coordinate multiple AI agents and skills for complex workflows

Build and maintain AI-accessible knowledge bases for projects

Build and execute multi-step prompt chains for complex tasks

Design and optimize AI-powered workflows for complex tasks

Manage conversation context and memory for optimal AI performance

Format AI outputs for different contexts and audiences

Craft effective prompts and optimize AI interactions for better results

Integrate AI tools and APIs into business workflows and applications

Design workflow automations using Zapier, Make, n8n, and other automation tools

Design conversational AI chatbots with optimal flows and user experience

Use when managing project learnings - view, add, search, prune, or export operational knowledge that persists across sessions

Use when finding new AI agent skills, discovering capabilities, installing skills from GitHub, searching skill marketplaces, or expanding what Claude can do - like Neo downloading martial arts in The Matrix

Use when writing prompts, agent instructions, SKILL.md, commands, system prompts, Task tool prompts, prompt engineering, or LLM-to-LLM content