Crawlkit Model Card
这是可索引项目报告证据页：它保留 Crawlkit 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。
Crawlkit Model Card
| Field | Value |
|---|---|
| Repository | openclaw/crawlkit |
| Category | Shared Crawl Infrastructure Toolkit |
| Stars / forks snapshot | 33 / 5 |
| Language | Go |
| License | MIT |
| Raw capture | raw-github/openclaw_crawlkit.md |
| Updated by | hourly public metadata update, 2026-05-29 22:15 +0800 |
1. Role in Self Evolve
crawlkit is OpenClaw’s shared Go infrastructure for local-first crawler and archive processing workflows. It matters because self-evolving agents need repeatable harness control, measurable feedback loops, and reusable skill procedures before claiming stable improvement.
2. Working Principle
provide shared crawl primitives and storage abstractions -> standardize archive generation across crawler services -> reduce duplicate data-ingest logic -> improve reuse for harness and memory data pipelines
3. Evidence Path
web-observed GitHub page showed 33 stars, 5 forks, 186 commits, MIT license, and about text describing shared crawl infrastructure. 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 Shared Crawl Infrastructure Toolkit: 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.