Project report / GitHub evidence

CORAL Model Card

这是可索引项目报告证据页:它保留 CORAL 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。

CORAL Model Card

FieldValue
RepositoryHuman-Agent-Society/CORAL
CategoryMulti-Agent Evolution Infrastructure
Stars / forks snapshot667 / 89
LanguagePython
LicenseApache-2.0
Raw captureraw-github/human-agent-society_coral.md
Updated byhourly public metadata update, 2026-05-24

1. Role in Self Evolve

CORAL 是面向 open-ended discovery 的多代理自主演化基础设施,用隔离 git worktrees、共享状态目录、grader daemon、heartbeat prompt 和多 runtime 集成推动 agent teams 连续改进。

2. Working Principle

task + grader -> isolated worktrees -> shared .coral/public state -> graded commits -> heartbeat reflect/consolidate/pivot -> multi-agent evolution

3. Evidence Path

existing raw capture promoted; web GitHub page observed 118 commits, Apache-2.0 license, Python primary language, Claude Code/Codex/Cursor/OpenCode/Kiro runtimes, v0.5.1 latest on 2026-05-09, 667 stars and 89 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 Multi-Agent Evolution Infrastructure 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。