add-mpk-task

add-mpk-task is an MLOps & model serving skill for AI agents, published by mirage-project in the mirage repository on GitHub. Skillspace rates add-mpk-task D (62/100) and it passed the safety scan; the rating is based on static analysis only.

Step-by-step guide for adding a new task implementation to Mirage Persistent Kernel (MPK). Use this when adding a new GPU operator (e.g., a new attention variant, normalization, activation) to the MPK megakernel.

Grade
D
Quality
62 / 100
Safety
Passed
GitHub stars
2,370

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

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

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

Our review

Architecture
96 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

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
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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