/honey-review
Review a diff for what Honey would cut — over-engineering (speculative generality, hand-rolled stdlib, single-caller abstractions) and over-verbosity (dead code, narration, redundant comments). Outputs a terse delete-list, one line per finding, with the line count each cut
$ npx -y skills add Green-PT/honey-for-devs --skill honey-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/honey-review
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The summary Claude sees to decide when to auto-load this skill.
Review a diff for what Honey would cut — over-engineering (speculative generality, hand-rolled stdlib, single-caller abstractions) and over-verbosity (dead code, narration, redundant comments). Outputs a terse delete-list, one line per finding, with the line count each cut
SKILL.md
honey-review.SKILL.mdname: honey-review
description: >-
Review a diff for what Honey would cut — over-engineering (speculative
generality, hand-rolled stdlib, single-caller abstractions) and over-verbosity
(dead code, narration, redundant comments). Outputs a terse delete-list, one
line per finding, with the line count each cut saves. Use when asked to review,
trim, or de-bloat a change, or before opening a PR. Quality lever only — it
finds waste, not correctness bugs.
license: MIT
Honey Review
Read the diff (`git diff` or the named range). Report only what to **cut** and why — the reverse of Honey's two write-levers.
Find
- **Over-engineering** (Lever 1) — code that needn't exist: speculative params, "might need it later" branches, single-caller abstractions, hand-rolled `itertools`/`pathlib`/`datetime`, a new dependency for four lines, a reimplemented existing util.
- **Over-verbosity** (Lever 2) — dead code, commented-out blocks, comments narrating what the code already says, redundant scaffolding.
Never flag (the carve-out is load-bearing)
Input validation, error handling, auth, secrets handling, accessibility basics, and visual/UX polish on user-facing deliverables are **not** bloat. A test or assert proving non-trivial logic is **not** bloat. Don't suggest cutting them.
Output — delete-list, one line per finding
path:line — cut <what>; <one-clause why> (−N lines)
- Ordered by lines saved, deepest first.
- End with one total line: `Total: −N lines across M findings.`
- Nothing to cut → say so in one line. Don't manufacture findings.
- Terse but human-readable (this is for a person, not an agent — that's `hive-reviewer`'s job).
Example:
src/util.py:12 — cut hand-rolled flatten; stdlib itertools.chain.from_iterable does it (−9 lines)
src/api.js:40 — cut unused `opts` param; no caller passes it (−3 lines)
Total: −12 lines across 2 findings.
Read more
name: honey-review description: >- Review a diff for what Honey would cut — over-engineering (speculative generality, hand-rolled stdlib, single-caller abstractions) and over-verbosity (dead code, narration, redundant comments). Outputs a terse delete-list, one line per finding, with the line count each cut saves. Use when asked to review, trim, or de-bloat a change, or before opening a PR. Quality lever only — it finds waste, not correctness bugs. license: MIT
Honey Review
Read the diff (`git diff` or the named range). Report only what to **cut** and why — the reverse of Honey's two write-levers.
Find
- **Over-engineering** (Lever 1) — code that needn't exist: speculative params, "might need it later" branches, single-caller abstractions, hand-rolled `itertools`/`pathlib`/`datetime`, a new dependency for four lines, a reimplemented existing util.
- **Over-verbosity** (Lever 2) — dead code, commented-out blocks, comments narrating what the code already says, redundant scaffolding.
Never flag (the carve-out is load-bearing)
Input validation, error handling, auth, secrets handling, accessibility basics, and visual/UX polish on user-facing deliverables are **not** bloat. A test or assert proving non-trivial logic is **not** bloat. Don't suggest cutting them.
Output — delete-list, one line per finding
path:line — cut <what>; <one-clause why> (−N lines)
- Ordered by lines saved, deepest first.
- End with one total line: `Total: −N lines across M findings.`
- Nothing to cut → say so in one line. Don't manufacture findings.
- Terse but human-readable (this is for a person, not an agent — that's `hive-reviewer`'s job).
Example:
src/util.py:12 — cut hand-rolled flatten; stdlib itertools.chain.from_iterable does it (−9 lines) src/api.js:40 — cut unused `opts` param; no caller passes it (−3 lines) Total: −12 lines across 2 findings.
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
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- /honey-ccr
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Open skill - /honey-chat
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
Open skill - /honey-compress
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 losing meaning. Backs up the original first. Use when asked to shrink or compress context files, trim CLAUDE.md, or cut
Open skill - /honey-debt
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 means never". Flags markers with no revisit trigger — those are the ones that go permanent silently. Use when the user
Open skill - /honey-design
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, pricing/feature section, dashboard, or any HTML/CSS UI component. Keeps the full rendered design (layout depth, hierarchy,
Open skill - /honey-eco
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
Open skill

