anshulforyou/grandma

Description and use

**Project Summary:**

The "grandma" project is an open-source memory layer for Claude Code that learns as you work, storing context-specific memory in plain markdown format within a user's own Git repository. This solution offers a valuable addition to AI capabilities without requiring a pre-built model stack, making it suitable for prototyping and internal workflows. By leveraging a straightforward integration process, developers can easily incorporate "grandma" into their projects.

**Value Proposition:**

The primary value of "grandma" lies in its ability to add AI capabilities without the need for a pre-built model stack. This makes it an ideal solution for prototyping AI features, building RAG (Retrieval-Augmented Generation) or agent workflows, and evaluating model tooling. By integrating "grandma" into their projects, developers can enhance their AI capabilities without incurring significant development costs or complexities.

**Practical Adoption Path:**

To adopt "grandma" in a project, developers can follow these steps:

1. Evaluate the project's implementation signals, such as its API, SDK, CLI, and language metadata.
2. Assess the project's production readiness, focusing on its dependency and maintenance checks.

Before adopting

Review the current source documentation, licensing terms, dependencies, and maintenance status against your intended use. [View the source](https://github.com/anshulforyou/grandma).

Use in a workflow

anshulforyou/grandma helps add AI capability without starting from a blank model stack.

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.