Agent Self-Evolve

1. Initialize Evolution Files

Run the setup script to create the file structure:

bash /scripts/setup-evolution.sh

This creates:

memory/
  evolution-log.md          # Chronicle of every evolution event
  evolution-metrics.json    # Statistics tracker
  mistakes-learned.md       # Mistake → lesson database
  skill-improvements.md     # Queued improvements for skills/code
  testing-knowledge.md      # Domain knowledge base (rename per your domain)

2. Set Up Cron Jobs

Create two cron jobs for automated evolution:

Daily evolution (recommended: late evening, e.g. 23:00):

Schedule: cron "0 23 * * *" (your timezone)
Payload: agentTurn
Message: see references/daily-evolution-prompt.md

Weekly deep evolution (recommended: weekend morning, e.g. Sunday 10:00):

Schedule: cron "0 10 * * 0" (your timezone)
Payload: agentTurn
Message: see references/weekly-evolution-prompt.md

3. Add Real-Time Hooks to AGENTS.md

Add the following section to your AGENTS.md (adapt to your role):

```markdown