[PR #3057] [CLOSED] Add clawra-engine: AI agent framework with autonomous evolution #13677

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GiteaMirror · 2026-04-27T03:07:21-05:00

GiteaMirror commented

2026-04-27 03:07:21 -05:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/3057
Author: @wu-xiaochen
Created: 4/13/2026
Status: ❌ Closed

Base: master ← Head: add-clawra-engine

📝 Commits (1)

caa51bf Add clawra-engine: AI agent framework with autonomous evolution

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

clawra-engine

A framework for building AI agents with autonomous evolution, knowledge graphs, and neuro-symbolic reasoning.

Why it's awesome

Autonomous Evolution Loop: 8-stage闭环 (Perceive → Learn → Reason → Execute → Evaluate → DetectDrift → ReviseRules → UpdateKG) — zero hardcoded rules
Pattern Version Control: Full version history with diff comparison and rollback
GraphRAG: Hybrid vector + knowledge graph retrieval for enhanced context
Leiden Community Detection: Guarantees connectivity while discovering communities
SafeExecutor Sandbox: Execute generated code safely
MIT License — fully open source

Category

This belongs in Orchestration under AI and Agents, alongside autogen, crewai, and dspy.

One project per PR as per contribution guidelines.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/vinta/awesome-python/pull/3057 **Author:** [@wu-xiaochen](https://github.com/wu-xiaochen) **Created:** 4/13/2026 **Status:** ❌ Closed **Base:** `master` ← **Head:** `add-clawra-engine` --- ### 📝 Commits (1) - [`caa51bf`](https://github.com/vinta/awesome-python/commit/caa51bf4a939622281ee8c562bf44a8c2dde3609) Add clawra-engine: AI agent framework with autonomous evolution ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## clawra-engine A framework for building AI agents with autonomous evolution, knowledge graphs, and neuro-symbolic reasoning. ### Why it's awesome - **Autonomous Evolution Loop**: 8-stage闭环 (Perceive → Learn → Reason → Execute → Evaluate → DetectDrift → ReviseRules → UpdateKG) — zero hardcoded rules - **Pattern Version Control**: Full version history with diff comparison and rollback - **GraphRAG**: Hybrid vector + knowledge graph retrieval for enhanced context - **Leiden Community Detection**: Guarantees connectivity while discovering communities - **SafeExecutor Sandbox**: Execute generated code safely - **MIT License** — fully open source ### Category This belongs in **Orchestration** under **AI and Agents**, alongside autogen, crewai, and dspy. --- > One project per PR as per contribution guidelines. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-27 03:07:22 -05:00

GiteaMirror closed this issue

2026-04-27 03:07:22 -05:00

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Reference: github-starred/awesome-python#13677