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Astra Recall

code-review-graph adds a memory layer that users can see and control.

Code Demo Cerebral Valley

Core trick

Extracts preferences and constraints from user prompts only into a persistent graph, retrieved before the code knowledge graph, so assistant replies never create memories.

Tags

agentsproductivity

Description

code-review-graph adds a memory layer that users can see and control. GPT-6 Astra extracts relevant preferences, facts and constraints from user prompts into one persistent knowledge graph that grows across connected chats and tools. Assistant responses never create memories. Users can inspect, add, correct, connect or forget memories through natural language. Memory is retrieved before the existing codebase knowledge graph, keeping both graphs separate while giving the agent relevant context. https://github.com/tirth8205/code-review-graph/pull/1097
tirth8205/code-review-graph★ 32k2956 forksPythonMITCreated Feb 26, 2026 · last push Oct 16, 2026

README excerpt

<h1 align="center">code-review-graph</h1>

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<p align="center">
  <strong>A local code knowledge graph that gives AI coding tools precise review context over MCP.</strong>
</p>
<p align="center">
  <a href="README.md">English</a> |
  <a href="README.zh-CN.md">简体中文</a> |
  <a href="README.ja-JP.md">日本語</a> |
  <a href="README.ko-KR.md">한국어</a> |
  <a href="README.hi-IN.md">हिन्दी</a>
</p>

<p align="center">
  <a href="https://pypi.org/project/code-review-graph/"><img src="https://img.shields.io/pypi/v/code-review-graph?style=flat-square&color=blue" alt="PyPI"></a>
  <a href="https://pepy.tech/project/code-review-graph"><img src="https://img.shields.io/pepy/dt/code-review-graph?style=flat-square" alt="Downloads"></a>
  <a href="https://github.com/tirth8205/code-review-graph/stargazers"><img src="https://img.shields.io/github/stars/tirth8205/code-review-graph?style=flat-square" alt="Stars"></a>
  <a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-yellow.svg?style=flat-square" alt="MIT Licence"></a>
  <a href="https://github.com/tirth8205/code-rev

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