honey-eco: Workflow Automation for AI Agents | OpenAgentSkill

Overview

Report session token and CO2 savings vs no-Honey baseline.

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Honey Eco

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.

Do

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.

Two numbers, two epistemic statuses — never merge them

CO₂eq is measured for this session: real output tokens through the EcoLogits port.
saved is not. It is a modelled counterfactual — how many tokens a no-Honey run 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

Say once, don't bury

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).

Boundaries

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.

View source ↗

File metadata

name: honey-eco
description: "Report session token and CO2 savings vs no-Honey baseline."
version: 1.3.1
author: GreenPT
license: MIT
metadata:
  hermes:
    tags: [token-efficiency, coding]

View original text

---
name: honey-eco
description: "Report session token and CO2 savings vs no-Honey baseline."
version: 1.3.1
author: GreenPT
license: MIT
metadata:
hermes:
tags: [token-efficiency, coding]
---

# Honey Eco

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.

## Do

Run, from the repo root — zero-dependency, reuses the same `hooks/eco.js` the badge uses:

```bash
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.

## Two numbers, two epistemic statuses — never merge them

- **CO₂eq is measured** for this session: real output tokens through the EcoLogits port.
- **`saved` is not.** It is a *modelled counterfactual* — how many tokens a no-Honey run
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:

```bash
pip install ecologits && python scripts/eco_report.py
```

## Say once, don't bury

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).

## Boundaries

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.

Review the source

Skill source recorded

Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: MIT

Dependency or permission surface needs review
Permission surface may require sandboxing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
Stars/forks activity: 280 stars, 17 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution

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Start with one small task

1Read the source. Confirm the input, expected output, dependencies and permissions.
2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
3Check the output and changed files. Report only what actually ran; keep the source revision for reproduction.

Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.

Source & usage notes

Indexed

Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.

Source repository: Green-PT/honey-for-devs
License: MIT
Version: 1.3.1
Last GitHub push: Sep 1, 2026
Registry updated: Sep 3, 2026
Instruction path: .hermes/skills/honey-eco/SKILL.md @ 61f25a5b728a

Version reported in registry metadata; check source releases before relying on it.

Quality

71/100

Strong

Trust

64/100

Agent access

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

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Creator: GreenPT
Source: Green-PT/honey-for-devs
Indexed by: OpenAgentSkill community index

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