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  1. Home
  2. /Repositories
  3. /Green-PT/honey-for-devs
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repoGitHubTrust 82 · PrimaryPublished yesterdayLive · yesterday

Green-PT/honey-for-devs

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 in benchmarks) with no loss of quality. Works with Claude Code, Cursor, GitHub Copilot, Codex, Gemini CLI, Windsurf, Cline & Kiro.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Covers

newsSentryCode: Real-time Auditor + Honeytokens for AI Coding Agents [P]newsOrnith-1.0: self-improving open-source models for agentic coding

Implements

paperCheap Code, Costly Judgment: A Case Study on Governable Agentic Software EngineeringpaperTraceLab: Characterizing Coding Agent Workloads for LLM Serving

Covers (incoming)

newsOpen-Weight AI Enters GitHub Copilot: Kimi K2.7 Code Costs Less, Audits Differently - Tech Times

Related across the graph

paperTraceLab: Characterizing Coding Agent Workloads for LLM ServingnewsOrnith-1.0: self-improving open-source models for agentic codingnewsSentryCode: Real-time Auditor + Honeytokens for AI Coding Agents [P]paperCheap Code, Costly Judgment: A Case Study on Governable Agentic Software EngineeringnewsOpen-Weight AI Enters GitHub Copilot: Kimi K2.7 Code Costs Less, Audits Differently - Tech Times
Knowledge path·PTraceLab: Characterizing Coding Agent Workloads for LLM Serving→NOrnith-1.0: self-improving open-source models for agentic coding→NSentryCode: Real-time Auditor + Honeytokens for AI Coding Agents [P]→RGreen-PT/honey-for-devs

Topics

agentsaiclaudeclaude-codecodexcursordeveloper-toolsllmprompt-engineeringtoken-optimization

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