Is my project data sent to a cloud server?

No, MAMA is local-first. It uses a local SQLite database and Transformers.js to process and store all project memory and embeddings directly on your machine.

Can I disable the automatic hooks if needed?

Yes, you can completely disable the background functionality by setting the MAMA_DISABLE_HOOKS environment variable to true or modifying your local config file.

How does MAMA decide what context is relevant?

It uses a sophisticated hybrid scoring algorithm that weighs semantic similarity (30%), importance (50%), and recency (20%) to provide the most helpful hints based on your current task.

Does this skill slow down my Claude responses?

No, it is optimized for high performance with a ~150ms latency using an HTTP embedding server that keeps the model in memory for near-instant retrieval.

MAMA Context Memory

Name: MAMA Context Memory
Author: jungjaehoon-lifegamez

byjungjaehoon-lifegamez

•

生产力与工作流

Automatically surfaces relevant historical project decisions and context using local-first vector memory during active coding sessions.

MAMA Context Memory is an always-on background companion for Claude Code that eliminates repetitive explanations by remembering your past architectural decisions and their evolution. By utilizing a local-first SQLite database and transformers.js for lightning-fast embeddings, the skill silently injects lightweight "teasers" of relevant context into your prompts via hooks. This ensures Claude stays aligned with your project’s unique standards, authentication strategies, and design patterns without requiring manual lookups or creating intrusive token bloat.

主要功能

01Automatic background context injection via UserPromptSubmit hook

02Transparent system status tracking with Tier 1/2 performance indicators

03Local-first vector search using SQLite and Transformers.js

04Lightweight 40-token teaser format to preserve context window

057 GitHub stars

06Hybrid scoring algorithm combining semantic similarity, recency, and importance

使用场景

01Onboarding to existing codebases where previous logic and 'why' decisions are stored in memory

02Ensuring security protocols or API standards are followed consistently without manual reference

03Maintaining architectural consistency across long-running projects by recalling past tech debt decisions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jungjaehoon-lifegamez/mama mama-context

For use in Claude.ai and ChatGPT

主要功能

01Automatic background context injection via UserPromptSubmit hook

02Transparent system status tracking with Tier 1/2 performance indicators

03Local-first vector search using SQLite and Transformers.js

04Lightweight 40-token teaser format to preserve context window

057 GitHub stars

06Hybrid scoring algorithm combining semantic similarity, recency, and importance

使用场景

01Onboarding to existing codebases where previous logic and 'why' decisions are stored in memory

02Ensuring security protocols or API standards are followed consistently without manual reference

03Maintaining architectural consistency across long-running projects by recalling past tech debt decisions