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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 per-session input cost. Prose only — never code, config, or data.

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Green-PT/honey-for-devs

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包含的文件（1）

SKILL.md2.3 KB

SKILL.md（原文）

安装前可以查看交给 AI 代理的指令内容。

Honey Compress

Apply Lever 2 to a file the agent re-reads every session. The cheapest token is the one not re-sent — a one-time rewrite that saves on every future load.

Do

Back up first. Copy FILE → FILE.original.md. If that backup already exists, stop and ask — never clobber a restore point. If no backup can be written, refuse.
Rewrite the prose tersely — drop wind-up, hedging, narration, and redundancy; fragments over paragraphs; merge guidance that repeats.
Preserve every distinct instruction — terser words, identical rules. If unsure whether a line changes behavior, keep it verbatim.
Verify, then keep or undo. Run node "${CLAUDE_PLUGIN_ROOT}/bin/check.js" fidelity FILE.original.md FILE. It fails if any number, code span, URL, negation or safety word was lost, or if the file didn't get smaller. On a failure, fix the named loss, or restore the backup (cp FILE.original.md FILE) when the fix would cost the savings. Never report a failing rewrite as done. (If CLAUDE_PLUGIN_ROOT is unexpanded, bin/check.js lives at the plugin root, two directories above this file; installed from npm it is honey-check.)
Report original vs new byte count (the check prints it) and the backup path.

Keep exact — never compress

Code blocks, commands, paths, identifiers, versions.
Any load-bearing directive — MUST/NEVER rules, and anything touching auth, secrets, money, migrations, or deletes. Compressing an instruction that changes behavior moves cost, it doesn't remove it.

Don't

Don't touch code, config, or data files — prose context only.
Don't merge two rules into one if they differ in effect.
Don't compress a file you can't back up.

Boundaries

Reversible by design — FILE.original.md is the restore path. The fidelity check is the floor, not the ceiling: it catches lost facts, not a reworded rule that changed meaning, so still read the diff.

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Write less code and say less about it. Applies YAGNI and stdlib/native-first so the agent writes the minimum code that needs to exist, and responds tersely — stripping filler, hedging, and pleasantries while keeping code, identifiers, and technical terms exact. Use whenever writing, modifying, refactoring, reviewing, or explaining code, or any response where output volume drives token cost — even if the user never says "minimal" or "concise". Especially in agentic coding, where the volume of generated code and prose runs up the bill.

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