SkVM Model Card
这是可索引项目报告证据页：它保留 SkVM 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。
SkVM Model Card
| Field | Value |
|---|---|
| Repository | SJTU-IPADS/SkVM |
| Category | Skill Virtual Machine |
| Stars / forks snapshot | 480 / 41 |
| Language | TypeScript |
| License | MIT |
| Raw capture | raw-github/sjtu-ipads_skvm.md |
| Updated by | hourly public metadata update, 2026-05-24 |
1. Role in Self Evolve
SkVM 是面向 agent skills 的语言虚拟机，把技能编译、优化并运行到不同模型和 harness 上，使 skill 在 OpenClaw、Hermes、pi Agent 等环境里可迁移和可评测。
2. Working Principle
skill profile -> AOT compilation -> JIT optimization -> benchmark across harness/model pairs
3. Evidence Path
web GitHub page observed 86 commits, MIT license, TypeScript primary language, SkVM profiling/AOT/JIT/benchmark flow, OpenClaw/Hermes/pi skill install paths, 480 stars and 41 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 Skill Virtual Machine 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 或 memory experiments；star/fork/commit 快照来自公开 GitHub 页面文本或可见页面片段。