Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any task requiring repeated action-validate-improve cycles.
EnglishCore 9/9 — MCP (Model Context Protocol): what it is, the relationship to tools and skills, how to install an MCP server, .mcp.json vs ~/.claude.json scoping, env var expansion, build-vs-use decisions. Use when the student asks what MCP is, how to add an MCP server, GitHub MCP, Postgres MCP, or invokes /lesson mcp-intro.
English
AGENT SKILLS ATLASIncludes Iterative Refinement and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Iterative Refinement
Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any task requiring repeated action-validate-improve cycles.
MCP Intro
Core 9/9 — MCP (Model Context Protocol): what it is, the relationship to tools and skills, how to install an MCP server, .mcp.json vs ~/.claude.json scoping, env var expansion, build-vs-use decisions. Use when the student asks what MCP is, how to add an MCP server, GitHub MCP, Postgres MCP, or invokes /lesson mcp-intro.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Iterative Refinement skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.