snapshots

snapshots is a Runtime diagnostics & profiling skill for AI agents, published by kai-scheduler in the KAI-Scheduler repository on GitHub. Skillspace rates snapshots B (81/100) and it passed the safety scan; the rating is based on static analysis only.

Use when investigating KAI Scheduler behavior with captured cluster state, especially to replay scheduler decisions on specific refs or compare behavior across versions.

Grade
B
Quality
81 / 100
Safety
Passed
GitHub stars
1,387

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

Not launch-quality. It is graded B with a clean safety verdict, but our quality filters exclude it: it looks 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
Structured: ships references or scripts
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

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

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