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…
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
$ npx -y skills add Green-PT/honey-for-devs --skill honey-debt --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/honey-debtContext preview
The summary Claude sees to decide when to auto-load this skill.
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
name: honey-debt description: >- 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 says "honey debt", "/honey-debt", "what did honey defer", "list the shortcuts", or "what did we mark to do later". One-shot report; changes nothing. license: MIT
Lever 1 trades code for a known ceiling. That trade is only honest if someone can see it later. Every deliberate simplification carries a `honey:` comment naming its ceiling and the trigger to revisit; this collects them into one ledger.
grep -rnE '(#|//|--|/\*) ?honey:' . --exclude-dir={node_modules,.git,dist,build,vendor}Each hit is one row. The comment prefix is what keeps prose that merely mentions the convention out of the ledger.
One row per marker, grouped by file:
`<file>:<line> — <what was simplified>. ceiling: <the limit>. trigger: <when to revisit>.`
The convention is `honey: <ceiling>, <trigger>`, so both fields come straight from the comment. Add `git blame -L<line>,<line> -- <file>` per row only if the user asks who owns it.
Tag any marker with no trigger `no-trigger` — a ceiling without a revisit condition is the shape that rots. End with:
`<N> markers, <M> with no trigger.`
Nothing found: `No honey: debt. Clean ledger.`
pay down. Offer, don't act.
separately at most once if it's large, don't fold it into the ledger.
closing line, and only if something is genuinely alarming.
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…
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…
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…