honey-ccr
01Skill Claude CodeCodex
Compress-cache-retrieve huge array tool output.
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.
Skill Claude CodeCodex
Compress-cache-retrieve huge array tool output.
Skill Claude CodeCodex
Rewrite context files terse to cut per-session tokens.
Skill Claude CodeCodex
Harvest honey shortcut markers into a debt ledger.
Skill Claude CodeCodex
Same pixels, fewer tokens: dense CSS for user-facing UI.
Skill Claude CodeCodex
Report session token and CO2 savings vs no-Honey baseline.
Skill Claude CodeCodex
Honey benchmark scoreboard vs baseline and rival skills.
Skill Claude CodeCodex
Delegate search/review to subagents; compressed returns.
Skill Claude CodeCodex
Cost discipline for recurring loop runs.
Skill Claude CodeCodex
Per-project persistent memory files indexed in MEMORY.md.
Skill Claude CodeCodex
Read huge read-only text as PNG pages; big input cut.
Skill Claude CodeCodex
Review a diff for over-engineering; terse delete-list.
Skill Claude CodeCodex
Inject Honey levers into dispatched subagent prompts.
Skill Claude CodeCodex
Write less code and say less about it. Cuts token cost.
Skill Claude CodeCodex
Honey for plain Claude — the terse-prose core with no agent-harness features. Paste into a claude.ai Project's custom instructions, a Style, or an API system prompt. Strips filler, hedging, and pleasantries from every response while keeping facts, names, numbers, steps, and code exact. No tools required.