CC Harness Skills Model Card

这是可索引项目报告证据页：它保留 CC Harness Skills Model Card 的源材料入口、机制线索和限制提醒；正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。

CC Harness Skills Model Card

1. Role in Self Evolve

LearnPrompt/cc-harness-skills curates reusable harness playbooks for Codex and Claude Code workflows, emphasizing skill reuse over one-off prompts. It matters because self-evolving agents need repeatable harness control, measurable feedback loops, and reusable skill procedures before claiming stable improvement.

2. Working Principle

encode recurring coding-agent execution patterns as reusable markdown skills -> bind each playbook to harness-level commands and quality checks -> reuse these skills across sessions to reduce setup entropy -> iterate skill prompts based on failure and review feedback

3. Evidence Path

web-observed GitHub page showed 217 stars, 63 forks, 2 commits, MIT license, and repository messaging focused on installable harness skills. Shell GitHub API access remained blocked by DNS and local gh auth was invalid, so this card treats the snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain Codex/Claude Harness Skill Playbooks: it shows how harness/runtime/benchmark layers convert agent behavior into reproducible and auditable engineering workflows.

5. Limits

The repository was not cloned in this iteration; no benchmark run, plugin install, workflow execution, or agent loop experiment was executed. Counts and claims are visible public-page/search signals unless independently revalidated later.