skill-adaptor
Run SkillAdaptor to evolve agent skills from task failures. Use when improving SKILL.md files from trajectories or after benchmark runs.
Source facts
- Repository
- zjunlp/SkillAdaptor
- Last source activity
- July 2, 2026 at 12:54
- Detected SKILL.md language
- English
- Stars
- 19
- Forks
- 0
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SKILL.md
Source instructions · Read-only preview- name
- skill-adaptor
- description
- Run SkillAdaptor to evolve agent skills from task failures. Use when improving SKILL.md files from trajectories or after benchmark runs.
# SkillAdaptor (Codex)
Evolve reusable **SKILL.md** files from failure trajectories. Python CLI in this repo.
## Quick run
From the SkillAdaptor repo (set `skillAdaptorRoot` to the directory containing `run_plugin.py`):
```bash
cd <skillAdaptorRoot>
python run_plugin.py init --workspace <workspace> --harness codex
# add task briefs under <workspace>/input_task/*.md
python run_plugin.py --workspace <workspace> --harness codex --max-iterations 2
```
Outputs: `<workspace>/skills/<id>/SKILL.md` — auto-synced to `~/.codex/skills/` and `<workspace>/.agents/skills/`.
## Harness
Use `--harness codex` (not `openclaw` or `claude-code`) so adopted skills appear in Codex skill discovery paths.
## Docs
See `plugin/codex/README.md` in the SkillAdaptor repository.
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