AI Coding Agent Setup

Sets up AGENTS.md, packaged skills, and MCP tooling so AI coding agents understand and self-improve on a codebase.

Tested · Works

Test report

Verdict
Tested · Works
Score
8.8/10
Tested
Jul 14, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · b706dac

Asked it to write an AGENTS.md for a small Flask repo: the skill-guided output hit every recommended section (setup, testing with an explicit 'run before marking complete' rule, code style, security, operational context) while my unguided baseline degenerated into the exact vague 'follow good coding practices' anti-pattern the skill's own mistakes table warns against.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 8/10
  • Docs & honesty 4/5

What AI Coding Agent Setup does

Guides Claude through authoring AGENTS.md, packaging repeatable project workflows as skills, wiring MCP servers for live code navigation, and building self-improvement feedback loops that prevent context rot. Triggers on requests like onboarding an AI agent to a repo, writing or fixing AGENTS.md, or stopping a recurring agent mistake. Ships four on-demand reference docs (agents-md-guide, agent-skills-architecture, mcp-codebase-tools, self-improvement-patterns) instead of bloating SKILL.md itself.

How to install AI Coding Agent Setup

git clone https://github.com/markpitt/claude-skills
cd claude-skills
mkdir -p ~/.claude/skills
cp -r skills/ai-coding-agent-setup ~/.claude/skills/ai-coding-agent-setup

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger AI Coding Agent Setup

  • /ai-coding-agent-setup Sets up AGENTS.md, packaged skills, and MCP tooling so AI coding agents understand and self-improve on a codebase.

It also activates on plain-language prompts like these:

  • Set up an AGENTS.md so coding agents understand this repo
  • Bootstrap agent tooling and skills for a fresh project
  • Our AI agents keep missing context — fix the repo setup

Frequently asked questions

Is the AI Coding Agent Setup skill free?
Yes. The skill itself is free from markpitt/claude-skills. SkillProof publishes the install command and an independent test verdict at no cost.
Does AI Coding Agent Setup work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Tested · Works. Asked it to write an AGENTS.md for a small Flask repo: the skill-guided output hit every recommended section (setup, testing with an explicit 'run before marking complete' rule, code style, security, operational context) while my unguided baseline degenerated into the exact vague 'follow good coding practices' anti-pattern the skill's own mistakes table warns against.
What is the AI Coding Agent Setup SkillProof Score?
8.8/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 4/5.
How do I install AI Coding Agent Setup?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use AI Coding Agent Setup with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.