lsdefine

GenericAgent — Development skill for Claude Code

Development community

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

How to install GenericAgent

This entry records only its repository, not the path inside it, so there is no exact command to give. Open lsdefine/GenericAgent and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What GenericAgent does

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

Alternatives in Development

  • Ensue Skill — A persistent knowledge tree that grows with you - what you learn today enriches tomorrow's reasoning 411 ★
  • Caveman Claude Skill — Ultra-compressed communication mode for Claude 396 ★
  • Offer Toolkit Skill — Full job-hunt Claude skill bundle — Job Description decoder + Resume builder (11 templates) + Behavioral Inter 335 ★

README

lsdefine%2FGenericAgent | Trendshift

English | 中文 | 📄 Technical Report: arXiv Technical Report PDF Experiments & Reproduction Repo | 📘 教程


🌟 Overview

**GenericAgent** is a minimal, self-evolving autonomous agent framework. Its core is just **~3K lines of code**. Through **9 atomic tools + a ~100-line Agent Loop**, it grants any LLM system-level control over a local computer — covering browser, terminal, filesystem, keyboard/mouse input, screen vision, and mobile devices (ADB).

Its design philosophy: **don't preload skills — evolve them.**

Every time GenericAgent solves a new task, it automatically crystallizes the execution path into an skill for direct reuse later. The longer you use it, the more skills accumulate — forming a skill tree that belongs entirely to you, grown from 3K lines of seed code.

**🤖 Self-Bootstrap Proof** — Everything in this repository, from installing Git and running `git init` to every commit message, was completed autonomously by GenericAgent. The author never opened a terminal once