compress
Skill0 starsChanged 57 days agoNo licenceView on GitHub
Minimise tokens in text or code while preserving required behaviour. Use when explicitly asked to compress, shrink or token-optimise a target; modes are lossless (default), lossy and maximum.
17 other projects use a version of this.
Adopted by
Most recently taken up by
- voxlo-dev/Lean-Coding-Workspacetheir own version, first seen Nov 8, 2026
- xcota/postheir own version, first seen Oct 18, 2026
- dorian-akhs/skillstheir own version, first seen Sep 1, 2026
- crfldrxyz/AuthorOps-Skillstheir own version, first seen Sep 1, 2026
- utk2103/Prompt-Studiotheir own version, first seen Aug 22, 2026
- trapple/skillstheir own version, first seen Jul 21, 2026
Used with
Projects with it also use caveman-review and caveman-commit.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
huangzidaSkillcaveman-review
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix. Use when user says "review this PR", "code review", "review the diff", "/review", or invokes /caveman-review. Auto-triggers when reviewing pull requests.
Also in 3 projects that use this
- huangzidaSkill
caveman-commit
Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format. Subject ≤50 chars, body only when "why" isn't obvious. Use when user says "write a commit", "commit message", "generate commit", "/commit", or invokes /caveman-commit. Auto-triggers when staging changes.
Also in 3 projects that use this
Other versions17 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 17
- cwinvestments/memstack★ 425same name
- xcota/pos★ 32same name
- JPauravS/claudecode-token-optimizer★ 8same name
- utk2103/Prompt-Studio★ 8same name
- hmzainjamil/claude-ai-skills★ 3same name
- huangzida/skills★ 2same name
- skytiger6724/qwen-skills★ 2same name
- voxlo-dev/Lean-Coding-Workspace★ 2same name
- waseemnasir2k26/skynetlabs-all-claude-code★ 2same name
- caseyng/Claude-skills★ 1same name
7 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository13 other files it gives its agents.
- aptusSkill
- babysitSkill
- bug-duplicate-checkSkill
- cavemanSkill
- claude-advisorSkill
- codex-advisorSkill
- codex-blue-advisorSkill
- hook-installSkill
- ponytailSkill
- ponytailSkill
- qualverloopSkill
- reimagineSkill
- restructureSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 1 is distinctive, and 3 are very specific to this project.
0
Common
Most of the 13 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 13 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.