[PR #3063] [CLOSED] Add clawra-engine: AI agent framework with autonomous evolution #13683

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GiteaMirror · 2026-04-27T03:07:50-05:00

GiteaMirror commented

2026-04-27 03:07:50 -05:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/3063
Author: @wu-xiaochen
Created: 4/15/2026
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

Add clawra-engine

Project: wu-xiaochen/clawra-engine

Description: Clawra is a neuro-symbolic AI agent framework that autonomously learns rules from text (no more prompt engineering), featuring an 8-stage evolution loop, GraphRAG hybrid retrieval, and MCP server for Claude Code integration.

Why it's awesome:

Self-evolving: AI learns rules from text instead of hardcoded prompts
8-stage evolution loop: perceive → learn → reason → execute → evaluate → drift detect → revise → update
Symbolic logic blocks LLM hallucinations on safety-critical decisions
AST-level math sandbox prevents DoS attacks from exponential math
MCP server for seamless Claude Code integration
433 tests, MIT license

Category: AI and Agents

Alphabetical order: ✅ (placed between autogen and crewai)

_{🔄 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/3063 **Author:** [@wu-xiaochen](https://github.com/wu-xiaochen) **Created:** 4/15/2026 **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 ## Add clawra-engine **Project:** [wu-xiaochen/clawra-engine](https://github.com/wu-xiaochen/clawra-engine) **Description:** Clawra is a neuro-symbolic AI agent framework that autonomously learns rules from text (no more prompt engineering), featuring an 8-stage evolution loop, GraphRAG hybrid retrieval, and MCP server for Claude Code integration. **Why it's awesome:** - Self-evolving: AI learns rules from text instead of hardcoded prompts - 8-stage evolution loop: perceive → learn → reason → execute → evaluate → drift detect → revise → update - Symbolic logic blocks LLM hallucinations on safety-critical decisions - AST-level math sandbox prevents DoS attacks from exponential math - MCP server for seamless Claude Code integration - 433 tests, MIT license **Category:** AI and Agents **Alphabetical order:** ✅ (placed between autogen and crewai) --- <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 03:07:50 -05:00

GiteaMirror closed this issue

2026-04-27 03:07:52 -05:00

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Reference: github-starred/awesome-python#13683