Home / Skills / semantic-compression
semantic-compression
can1357/oh-my-piSkill
Re-encode verbose prose into a dense telegraphic register — punctuation as connectives, label frames, verbless assertions — without losing normativity or precision. Use when compressing system prompts, tool/function descriptions, skill bodies, or agent instructions; reducing token count or context bloat; making documentation token-efficient for LLM input; or rewriting text in compressed notation.
Why this score
This repo hosts 4 skills, so its 35,961 stars are split between them (about 8,990 each) for scoring.
Popularity score: 91/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 2220e58146eb, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onesemantic-compression can1357/oh-my-pi · Skill | 91 | ★ 36k | ≈105 always | 16d ago |
| cli-compression diegosouzapw/OmniRoute · Skill Both about compression and prompt | 90 | ★ 79k | ≈45 always | 16d ago |
| context-compression bojieli/ai-agent-book · Skill Both about compression | 88 | ★ 55k | ≈35 always | 27d ago |
| 3dgs-compression-deploy jaccen/Awesome-Gaussian-Skills · Skill Both about compression and compressing | 61 | ★ 164 | ≈132 always | 16d ago |
| model-compression-exploration apple/coreai-models · Skill Both about compression | 78 | ★ 2.2k | ≈153 always | 16d ago |
| semantic-compressor claude-world/skills-optimizer · Skill Both about semantic and compression | 47 | ★ 11 | ≈83 always | 4mo ago |