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…
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.
/honey-reviewContext preview
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
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
Read the diff (`git diff` or the named range). Report only what to **cut** and why — the reverse of Honey's two write-levers.
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.
path:line — cut <what>; <one-clause why> (−N lines)
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
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,…
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…