Borrowing it
Nothing to install: this file belongs to jungjaehoon-lifegamez/MAMA. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jungjaehoon-lifegamez/MAMA/main/CLAUDE.mdgit clone --depth 1 https://github.com/jungjaehoon-lifegamez/MAMAWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/jungjaehoon-lifegamez/mama/claude-md)<a href="https://agentmods.dev/instructions/jungjaehoon-lifegamez/mama/claude-md"><img src="https://agentmods.dev/badge/instructions/jungjaehoon-lifegamez/mama/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/jungjaehoon-lifegamez/mama/claude-md"><img src="https://agentmods.dev/badge/instructions/jungjaehoon-lifegamez/mama/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.05486 | $0.05486 |
| Opus 5 | $0.02743 | $0.02743 |
| Sonnet 5 | $0.01097 | $0.01097 |
| Haiku 4.5 | $0.00549 | $0.00549 |
Grade B, and why
MAMA CLAUDE.md scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
| `--setting-sources` | `project,local` (excludes user) | Including `user` loads enabledPlugins from `~/.claude/settings.json` | Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X PUT 'http://localhost:3847/api/multi-agent/agents/developer' \ How it starts
The opening of the file, as written. The whole thing — 494 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Intent first — 최상위 목적과 완료 판정
작업 시작/리쥼 전에 루트 INTENT.md를 읽고 기존 계획을 그 목적과 사용자 시나리오에 연결한다. 목적·성공 기준을 기술 작업이나 테스트 통과로 축소하지 않는다. 각 작업 완료 후 개발 목적 점검을 수행하고 점검 기록에 결과·근거·남은 실패를 남긴다. 하위 작업 완료와 최상위 목표 완료를 구분한다. 같은 버전의 공통 문서를 불필요하게 재독하지 않는다.
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
MAMA (Memory-Augmented MCP Assistant) is an always-on companion for Claude Code and Claude Desktop that remembers decision evolution. It's a monorepo containing:
- @jungjaehoon/mama-os - Standalone Agent with Discord/Slack/Telegram bots (packages/standalone/)
- @jungjaehoon/mama-server - MCP server published to npm (packages/mcp-server/)
- @jungjaehoon/mama-core - Shared core modules (packages/mama-core/)
- MAMA Plugin - Claude Code plugin distributed via marketplace (packages/claude-code-plugin/)
- MemoryBench - Memory retrieval benchmarking framework (packages/memorybench/)
Build & Test Commands
# Install dependencies (requires pnpm)
pnpm install
# Run all tests across all packages
pnpm test
# Build all packages
pnpm build
# Run type checking
pnpm typecheck
# Clean all build artifacts
pnpm clean
Package-Specific Commands
Standalone (packages/standalone/):
mama start # Start MAMA OS (global CLI, requires: npx @jungjaehoon/mama-os)
mama stop # Stop MAMA OS
mama status # Check status
MCP Server (packages/mcp-server/):
cd packages/mcp-server
npm start # Start MCP server via stdio
pnpm test # Run MCP server tests
Plugin (packages/claude-code-plugin/):
cd packages/claude-code-plugin
pnpm test # Run plugin tests (hooks, commands, core)
pnpm test:watch # Watch mode for tests
# Link plugin for local testing
ln -s $(pwd) ~/.claude/plugins/repos/mama
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed · +61 tokens per session b4af12d52d75
- 3d ago Changed · -30 lines · -678 tokens per session 4e3b2ecb4c81
- 6d ago Changed · +20 lines · +576 tokens per session 59963a41e4e2
- 11d ago First seen · 504 lines · 5,527 tokens per session scan B b9cb32071361
MAMA CLAUDE.md is an instructions file published in the GitHub repository jungjaehoon-lifegamez/MAMA (13 stars, last pushed today), licensed MIT. It adds 5,486 tokens to every session, about $0.0274 per session on Opus 5. A static security scan graded it B with 2 findings (reads agent configuration directories, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).