QuantaAlpha Model Card
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QuantaAlpha Model Card
| Field | Value |
|---|---|
| Repository | QuantaAlpha/QuantaAlpha |
| Category | Evolutionary Repository Agent |
| Stars / forks snapshot | 702 / 83 |
| Language | Python |
| License | Apache-2.0 |
| Raw capture | raw-github/quantaalpha_quantaalpha.md |
| Updated by | hourly public metadata update, 2026-05-25 |
1. Role in Self Evolve
QuantaAlpha 是面向 repository-level software tasks 的 evolutionary code/repo agent，和 SE-Agent、RepoMaster、GitTaskBench 共同形成真实仓库任务上的自改进链路。
2. Working Principle
repo understanding -> task decomposition -> evolutionary candidate generation -> evaluation feedback -> improved repository-level actions
3. Evidence Path
web GitHub evidence observed Apache-2.0 license, Python stack, 702 stars and 83 forks; adjacent SE-Agent raw capture links QuantaAlpha ecosystem repos including RepoMaster and GitTaskBench for repo-level tasks. Shell GitHub API access remained blocked by DNS in this run, so this card treats the current snapshot as web-observed rather than API-verified.
4. Teaching Use
Use this card to explain Evolutionary Repository Agent 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、skill install flows、memory experiments、MCP servers、agent evolution loops、security scanners 或 production deployments；star/fork/commit/release 快照来自公开 GitHub 页面文本或可见页面片段。