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cccskills
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honey-compress

Rewrite context files terse to cut per-session tokens.

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含まれるファイル(1)

  • SKILL.md1.5 KB

SKILL.md(原文)

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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

  1. 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.
  2. Rewrite the prose tersely — drop wind-up, hedging, narration, and redundancy; fragments over paragraphs; merge guidance that repeats.
  3. Preserve every distinct instruction — terser words, identical rules. If unsure whether a line changes behavior, keep it verbatim.
  4. Report original vs new line/byte count 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. Verify the rewrite still carries every rule before reporting done.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

honey

無料

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.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3152026年9月7日 更新

honey

無料

Write less code and say less about it. Cuts token cost.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3152026年9月7日 更新

honey

無料

Write less code and say less about it: YAGNI, stdlib-first, terse prose. Cuts agent token cost on every coding and writing task.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3152026年9月7日 更新

honey-ccr

無料

Compress-Cache-Retrieve for huge, repetitive array tool output (logs, scan results, time series, event streams) before it enters context. Keeps an informative sample — endpoints, anomalies/change-points, head/tail — drops the redundant rest to a local cache, and leaves a retrievable hash. Use when a tool returns a long uniform JSON array you must read but mostly skim, and the full set is one command away if needed. Lossy-but-recoverable.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3152026年9月7日 更新

honey-ccr

無料

Compress-cache-retrieve huge array tool output.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3152026年9月7日 更新

honey-ccr

無料

Compress-Cache-Retrieve huge repetitive array tool output before it hits context: keep a sample, cache the rest, leave a hash.

日本語の概要は準備中です。原文の説明を表示しています。

Green-PT/honey-for-devs3152026年9月7日 更新

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