Jmunch Claude Code Setup — Development skill for Claude Code
Enforcement system for Claude Code that orchestrates MCP servers to cut token usage by 85-98%, with short-term context isolation and adaptive cross-session memory.
How to install Jmunch Claude Code Setup
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open shacharbard/jmunch-claude-code-setup and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Jmunch Claude Code Setup does
Enforcement system for Claude Code that orchestrates MCP servers to cut token usage by 85-98%, with short-term context isolation and adaptive cross-session memory.
Alternatives in Development
- Claude Code Everything You Need To Know — Ultimate all-in-one guide to mastering Claude Code 1.3k ★
- Claude Telegram Relay — Minimal pattern for running Claude Code as an always-on Telegram bot 326 ★
- Life Sciences — Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch 308 ★
README
jCodeMunch + jDocMunch Setup for Claude Code
Hooks, rules, and statusline integration for [jCodeMunch](https://github.com/jgravelle/jcodemunch-mcp) and [jDocMunch](https://github.com/jgravelle/jdocmunch-mcp) — two excellent MCP servers created by [J. Gravelle (jgravelle)](https://github.com/jgravelle) that dramatically reduce token usage in Claude Code. Optional [context-mode](https://github.com/mksglu/context-mode) integration for large data files and command outputs. Optional [MuninnDB Lite](https://github.com/Aperrix/muninndb-lite) integration for persistent cross-session memory, created by [MJ Bonanno](https://scrypster.com).
**Credit where it's due:**
- jCodeMunch and jDocMunch are built and maintained by J. Gravelle. All the clever indexing and symbol extraction is jgravelle's work.
- context-mode is built and maintained by mksglu. The sandboxed execution, FTS5 indexing, and session persistence are mksglu's work.
- MuninnDB Lite is built and maintained by MJ Bonanno (Aperrix) (GitHub). The cognitive memory engine, Ebbinghaus decay, Hebbian learning, and entity graph are MJ Bonanno's work.
This repo does not contain any of those MCP servers — it provides a companion enforcement and tracking layer that helps Claude Code get the most out of them.
What It Covers
| Layer | MCP server | What it does | Token savings |
|---|---|---|---|
| Code (.py/.ts/.tsx) | jCodeMunch (by jgravelle) | Fetches individual functions via AST parsing | ~85-95% |
| Docs (.md/.mdx/.rst) | jDocMunch (by jgravelle) | Fetches specific sections by heading | ~90-95% |
| Data (.json/.html, large) | context-mode (by mksglu) | Sandboxes fil |
Related Skills
Tellonce
In-session compliance enforcement skill for Claude Code (paper Sec 6 dogfood). Per-user adaptive threshold + c
Conciergerie
Short-Term Rental (STR) Property Management Prompts
Process Research Integration
Process all research files to add/update Integration Opportunities sections. Orchestrates the research-context
16 Product Film
Claude Code skill: build and re-cut short product films from screen recordings + typographic title cards
Video Cut
從 macOS 照片圖庫自動找素材、用 GPS 與時間還原行程、剪成短片並上字幕配樂的 Claude Code skill / Turn your macOS Photos library into edited sho
Claude Dev Framework
Universal development discipline enforcement framework for Claude Code — hooks, rules, profiles, cross-project
Related Agents
Context Memory Manager
Context Window & Token Optimization Specialist. Manages token budgets, compresses prompts (RTK/Caveman), imple
Context Optimizer
Meta utility agent for token and context optimization. Spawn when needing to compress agent prompts, optimize
Clark
Trails co-architect and architectural conscience. Use Clark for delegated architectural judgment, vocabulary e
