AceForge Model Card
这是可索引项目报告证据页：它保留 AceForge 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。
AceForge Model Card
| Field | Value |
|---|---|
| Repository | sudokrang/aceforge |
| Category | OpenClaw 技能自进化引擎 |
| Stars / forks snapshot | 1 / 0 |
| Language | TypeScript |
| License | MIT |
| Raw capture | raw-github/sudokrang_aceforge.md |
| Updated by | hourly public metadata update, 2026-05-24 |
1. Role in Self Evolve
OpenClaw agent 的自进化技能引擎，观察工具调用、失败和用户修正，把模式提炼为可审计、人工批准的 SKILL.md。
2. Working Principle
让 agent 操作日志反向生成技能候选，再经双模型与对抗验证门控，最后由人类确认是否固化。
3. Evidence Path
web GitHub page observed OpenClaw skill engine README, plugin manifest, validation/security sections; shell GitHub API was blocked by DNS and gh auth was invalid, so this run marks freshness as web-page observed rather than API verified.
4. Teaching Use
Use this card to explain whether a repository is a runtime, benchmark, harness-evolution loop, memory/skill substrate, or resource index. The key reading path is: raw capture -> classification row -> public site card -> project report -> aggregate GitHub analysis.
5. Limits
当前未克隆源码，未运行 benchmark；star/fork/commit 快照来自公开 GitHub 页面文本。