honey-ccr
Compress-Cache-Retrieve for huge, repetitive array tool output (logs, scan results, time series, event streams) before it enters context. Keeps an informative…
Report this session's output tokens and CO₂ by running the repo's committed EcoLogits port, plus the modelled CO₂/$ saved vs a no-Honey baseline — always labelled with the bench stamp it came from. Use when asked how much Honey saved, the session's carbon/token footprint, or to
$ npx -y skills add Green-PT/honey-for-devs --skill honey-eco --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/honey-ecoContext preview
The summary Claude sees to decide when to auto-load this skill.
Report this session's output tokens and CO₂ by running the repo's committed EcoLogits port, plus the modelled CO₂/$ saved vs a no-Honey baseline — always labelled with the bench stamp it came from. Use when asked how much Honey saved, the session's carbon/token footprint, or to
name: honey-eco description: >- Report this session's output tokens and CO₂ by running the repo's committed EcoLogits port, plus the modelled CO₂/$ saved vs a no-Honey baseline — always labelled with the bench stamp it came from. Use when asked how much Honey saved, the session's carbon/token footprint, or to expand the 🍯 statusline badge into a full breakdown. license: MIT
Surface the numbers the carbon badge is based on. **Never estimate by hand** — run the committed report so the figure matches `hooks/eco.js` (the verified EcoLogits v0.8.2 port) exactly.
Run, from the repo root — zero-dependency, reuses the same `hooks/eco.js` the badge uses:
node scripts/eco-session.js # newest session node scripts/eco-session.js --transcript PATH --mode full
Then report terse — output tokens, CO₂eq (g), and the `saved` line — in a line or two. Keep the exact numbers the script prints; don't round away precision.
would have emitted — taken from a committed bench stamp. Always pass through the `basis:` line the script prints (stamp, model, n, p). Never state a savings figure without it, and never re-derive one by hand.
When the script prints `saved : —`, no committed stamp covers this session's model. Say that. Do not extrapolate from another model's ratio — that is exactly how a tool ends up reporting savings while the invoice goes up.
For the authoritative breakdown (usage + embodied + primary energy) the user can run the Python path, which needs the real package:
pip install ecologits && python scripts/eco_report.py
The params are **speculative** (Anthropic discloses none). The badge shows **served** impact — EcoLogits' single-stream (batch-1) ceiling divided by `serving_concurrency` (continuous-batching amortization); `eco-session.js`/`eco_report.py` also print the raw ceiling. State that once, briefly, then give the number. The badge renders only in Claude Code (its transcript is all Claude models).
Report only — don't change config or mode (that's the `/honey` command). The number is a range, not a meter reading; present it as one.
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.
Repo: Green-PT/honey-for-devs
Compress-Cache-Retrieve for huge, repetitive array tool output (logs, scan results, time series, event streams) before it enters context. Keeps an informative…
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…
Rewrite a memory or context file (CLAUDE.md, AGENTS.md, a todo or notes file) into Honey-terse form so it costs fewer input tokens every session, without…
Harvest every `honey:` comment in the codebase into a debt ledger, so the deliberate shortcuts Lever 1 leaves behind get tracked instead of rotting into "later…
Same pixels, fewer tokens — for user-facing deliverables where visual polish is the spec. Use when building or editing a landing page, marketing site, hero,…
Show Honey's benchmark scoreboard — the committed quality and token results per task tier (code, user-facing, agent-to-agent) from bench/. Reports only the…