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Run SkillAdaptor to evolve agent skills from task failures. Use when improving SKILL.md files from trajectories or after benchmark runs.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| 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. |
Evolve reusable SKILL.md files from failure trajectories. Python CLI in this repo.
From the SkillAdaptor repo (set skillAdaptorRoot to the directory containing run_plugin.py):
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/.
Use --harness codex (not openclaw or claude-code) so adopted skills appear in Codex skill discovery paths.
See plugin/codex/README.md in the SkillAdaptor repository.