by Green-PT · Codex Skill · ★ 113
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🍯 Honey (I Shrunk the AI) Write less code and say less about it. Honey (I Shrunk the AI) by GreenPT is a cross-tool coding skill that cuts AI coding-agent token usage and LLM API costs — making agents emit less code and less prose without losing correctness. It works with Claude Code, Cursor, GitHub Copilot, Codex, Gemini CLI, Windsurf, Cline, OpenClaw, and Kiro. Three independent levers, applied reflexively: Less code — YAGNI first. Walk a ladder (does it need to exist? → stdlib → language native → existing dependency → one line → minimum block) and stop at the first rung that works. The cheapest line is the one you never write. Less prose — drop the wind-up, the hedging, the narration of code that already speaks for itself. Answer first. Denser agent-to-agent handoffs — when the reader is another agent, not a human, hand it the most token-efficient format it parses losslessly (compact / columnar JSON, or ESO). Cuts handoff size in half at zero loss of recovery. Fires only here — never as a user-facing answer. Honey combines what Ponytail (minimal code) and [Caveman](https://github.com
| Stars | 113 |
| Forks | 7 |
| Language | JavaScript |
| Category | Codex Skill |
| License | MIT |
| Quality Score | 68.9638610418405/100 |
| Open Issues | 1 |
| Last Updated | 2026-07-02 |
| Created | 2026-06-19 |
| Platforms | claude-code, cli, codex, gemini, node |
| Est. Tokens | ~16k |
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honey-for-devs is Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent token usage and LLM API costs — write less code, less prose, and denser agent-to-agent handoffs (−53%, lossless . It is categorized as a Codex Skill with 113 GitHub stars.
honey-for-devs is primarily written in JavaScript. It covers topics such as agents, ai, claude.
You can find installation instructions and usage details in the honey-for-devs GitHub repository at github.com/Green-PT/honey-for-devs. The project has 113 stars and 7 forks, indicating an active community.
honey-for-devs is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to honey-for-devs on Agent Skills Hub include .claude, agnix, claude-emporium. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.