fp8

fp8 is an MLOps & model serving skill for AI agents, published by vllm-project in the llm-compressor repository on GitHub. Skillspace rates fp8 D (55/100) and it passed the safety scan; the rating is based on static analysis only.

Generate a working FP8 quantization example script and save a compressed-tensors checkpoint. Triggers on: "fp8", "FP8_DYNAMIC", "FP8_BLOCK", "MXFP8", "fp8 example", "quantize to fp8".

Grade
D
Quality
55 / 100
Safety
Passed
GitHub stars
3,778

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
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.

What the scanner flagged

  • over-broad allowed-tools ('*')
  • mentions secrets in text

Not checked yet

  • Category is a classifier prediction; no model has read this skill 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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