OpenClaw Evolution Framework Model Card
这是可索引项目报告证据页：它保留 OpenClaw Evolution Framework 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。
OpenClaw Evolution Framework Model Card
| Field | Value |
|---|---|
| Repository | TerryFYL/openclaw-evolution-framework |
| Category | Continuous Learning Harness |
| Stars / forks snapshot | 4 / 0 |
| Language | Markdown |
| License | MIT |
| Raw capture | raw-github/terryfyl_openclaw-evolution-framework.md |
| Updated by | hourly public metadata update, 2026-05-24 |
1. Role in Self Evolve
OpenClaw Evolution Framework 用 cron 触发、自选主题轮转、markdown insight 输出、HITL checkpoint 和 self-trigger next round 组成 OpenClaw agent 的连续学习实验框架。
2. Working Principle
cron trigger -> time/theme guard -> deep exploration -> markdown insight -> self-trigger next round -> summary report
3. Evidence Path
web GitHub page observed 1 commit, MIT license, OpenClaw cron evolution flow, 59 overnight exploration rounds claim, v1.0.0 latest on 2026-02-28, 4 stars and 0 forks. Shell GitHub API access remained blocked by DNS and local gh auth was invalid, so this card treats the current snapshot as web-observed rather than API-verified.
4. Teaching Use
Use this card to explain Continuous Learning Harness in the raw -> classification -> project card -> site/report pipeline. The 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、SDK examples、skill install flows、memory experiments 或 production deployments；star/fork/commit 快照来自公开 GitHub 页面文本或可见页面片段。