honey-compress

Installation
SKILL.md

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 FILEFILE.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

Installs
34
GitHub Stars
296
First Seen
Jun 26, 2026
honey-compress — green-pt/honey-for-devs