Self-evolving AI assistant starter kit. Markdown-only. Works with Claude Code, Codex, Devin, Cursor, and any LLM agent

agent-seed

Self-evolving AI assistant starter kit. Markdown-only. Works with any LLM agent.

Plant the seed. It grows with you.

What is this?

A collection of markdown files that teach AI agents who you are — your voice, your preferences, your work context, your priorities.

It works with Claude Code, Codex, Devin, Cursor, Windsurf, and anything else that reads markdown.

No API keys. No runtime. No vendor lock-in. Just .md files.

What it does

• Gives any AI your voice — communication style, tone, patterns
• Tracks your daily priorities — todos, drafts, notes
• Self-improves — learns from each session, proposes new agents via PRs
• Stays small — enforced size limits prevent markdown bloat
• Grows with you — /setup generates agents based on YOUR workflow, /learn evolves them over time

What it doesn't do

• Doesn't require API keys or expose secrets
• Doesn't lock you into any tool or vendor
• Doesn't run any code — it's just context files

Quick Start

1. Use this template

Click "Use this template" on GitHub, or:

git clone https://github.com/jcurbelo/agent-seed.git my-agent
cd my-agent
rm -rf .git && git init

2. Run setup

Open the repo in your preferred AI coding tool and run:

/setup

The setup wizard will ask about your name, role, communication style, and tools — then generate personalized agents, voice profiles, and context files.

3. Start using it

/standup    # Morning briefing — scan todos, plan the day
/review     # Quick check-in — what needs attention?
/eod        # End of day — capture learnings, prep tomorrow
/learn      # Self-improvement — prune, evolve, grow new agents

How It Works

The Index Pattern

Every folder has an index.md that links to detail pages — like imports i