robot-agent-exploration/skills-lib

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RAX is the general harness: a coding agent (Claude Code or Codex CLI) drives a robot through perception and control tools, with no demonstrations, and compiles what worked into code. This repository keeps what those agents learned on real robots.

Each skill is an executable procedure the agent wrote while it explored a task, stored with its preconditions, checks, failure modes and the evidence of its runs (run records and camera frames). A later session, on a new task or in a new scene, reads the library, runs or composes the skills that match, and merges back what it improves.

 explore a task ──► write a skill ──► merge into the library
        ▲                                     │
        └──── next session reads, reuses ◄────┘
              and composes the skills

🌿 Libraries

main holds the protocol. Each robot embodiment has its own branch, with one folder per skill.

Each library’s harness lives in the RAX repository, which also documents the robot’s tools: real/rainbow and real/franka.

🚀 Using a skill

git clone -b rby1 https://github.com/robot-agent-exploration/skills-lib.git skill-library

1. Read INDEX.md and open only the skills that match your task.
2. Check each skill’s preconditions against your scene.
3. Run its entry through the robot’s harness context (ctx).