chenhunghan

chenhunghan / code-mode-skill

Public

Claude Code skill: add code mode to any MCP server for 65-99% context reduction

14
0
100% credibility
Found Mar 14, 2026 at 14 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
AI Summary

An interactive skill for AI agents that guides users in adding code mode to their servers, allowing safe script-based processing of large data responses to drastically reduce context usage.

How It Works

1
😩 Struggling with big data

Your AI helper gets bogged down by huge lists and responses from tools, filling up its thinking space and slowing everything down.

2
🔍 Discover code mode

You learn about a smart skill that lets your AI write quick summaries of big data in a safe, isolated space instead of dumping everything in.

3
💬 Ask your AI for help

You simply tell your AI companion, 'Add code mode to handle large responses better,' and it starts guiding you step by step.

4
🤝 Plan together

Your AI learns about your setup, suggests safe ways to process data, and helps you pick the best secure environment for it.

5
🔧 Set it up interactively

Working side by side with your AI, you add the summarizing feature to your tools, feeling the setup come together smoothly.

6
📊 Test the magic

You run checks to see the huge drop in space used, confirming everything works perfectly with tiny, useful outputs.

🎉 AI supercharged

Now your AI breezes through massive data effortlessly, thinking faster and smarter with way less clutter.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 14 to 14 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is code-mode-skill?

Code-mode-skill is a Claude code skill that bolts code mode onto any MCP server, cutting context usage 65-99% on bulky API responses like GitHub issues or Kubernetes pods. Your LLM writes a compact processing script, which runs in a sandboxed runtime against the full data, feeding only stdout back into context. Install with a quick npx skills add chenhunghan/code-mode-skill, then prompt your agent—like "add code mode to my TypeScript MCP server"—for interactive setup across Python, Go, Rust, or JavaScript.

Why is it gaining traction?

It stands out by guiding you step-by-step: scans your server, selects a secure sandbox, implements the tool, and benchmarks token savings, unlike raw claude code cli hacks. Devs dig the schema familiarity for APIs like Stripe or Slack, plus zero-host-access isolation. Free MIT license and claude code install simplicity draw folks tweaking claude github mcp or claude code skills without subscription hikes.

Who should use this?

MCP server builders with fat tools, like claude github connector owners dumping user lists or code monkey skill mode teams processing Slack threads. Claude code 2.0 experimenters on claude github copilot integrations facing token limits. Devs prototyping claude github plugin or claude github code review flows on tight budgets.

Verdict

Solid docs and interactive flow make it usable despite 14 stars and 1.0% credibility score—try for claude code free wins on non-critical MCP servers. Skip production until more adoption; frame as a clever hack for claude code pricing optimization.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.