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GenericAgent

Open source

Self-evolving AI agent framework that grows a skill tree from 3K lines of seed code for full system control.

14kMIT

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Pros

  • +Self-evolving skill tree grows with each task
  • +Minimal architecture (~3K lines) with 9 atomic tools
  • +Token-efficient (<30K context window)
  • +Real browser injection for CAPTCHA and login sessions

Cons

  • −Requires Python 3.11 or 3.12 (not 3.14)
  • −Potential security risks from system-level control
  • −Limited to local computer control

Target audience: Developers and researchers building autonomous agents that need system-level control and self-improvement.

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