Home / Skills / lossless-doc-compress
lossless-doc-compress
ML-SystemDesign/MLSystemDesignSkill
Use when asked to compress, tighten, shorten, condense, or de-slop a design doc, PRD, RFC, architecture note, or similar prose "without losing information". Removes only provable redundancy — filler, hedging, LLM-slop, restated content — never a fact, number, decision, or caveat, and flags every judgment call for the author. Returns a compressed document, a categorized removal log, and a shareable scorecard.
Why this score
This repo hosts 3 skills, so its 886 stars are split between them (about 295 each) for scoring.
Popularity score: 68/100 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 21, 2026 at commit 8dd0d88852fe, 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 onelossless-doc-compress ML-SystemDesign/MLSystemDesign · Skill | 68 | ★ 886 | ≈108 always | 2mo ago |
| lossless-claw Martian-Engineering/lossless-claw · Skill Both about lossless | 84 | ★ 4.9k | ≈38 always | 16d ago |
| compress cwinvestments/memstack · Skill Both about compress | 64 | ★ 425 | ≈32 always | 17d ago |
| caveman-compress JuliusBrussee/caveman · Skill Both about compress | 90 | ★ 114k | ≈23 always | 16d ago |
| honey-compress Green-PT/honey-for-devs · Skill Both about compress and note | 63 | ★ 341 | ≈23 always | 17d ago |
| genshijin-compress InterfaceX-co-jp/genshijin · Skill Both about compress | 64 | ★ 333 | ≈18 always | 24d ago |