compress

compress is a Context window & token budget skill for AI agents, published by cwinvestments in the memstack repository on GitHub. Skillspace rates compress C (70/100) and it passed the safety scan; the rating is based on static analysis only.

Use when the user says 'tokenstack', 'compression', 'token savings', 'proxy status', or asks about context window usage.

Grade
C
Quality
70 / 100
Safety
Passed
GitHub stars
407

Unproven: rated by static analysis only, not yet compared head-to-head.

Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: a model that read it found it written only for the repository it lives in. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections
Scope
Repo-internal: written for the repository it lives in. Monitors the repo's built-in TokenStack compression proxy

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.