model-adapter-chitudiffusion

model-adapter-chitudiffusion is an MLOps & model serving skill for AI agents, published by thu-pacman in the ChituDiffusion repository on GitHub. Skillspace rates model-adapter-chitudiffusion D (64/100) and it passed the safety scan; the rating is based on static analysis only.

Adapt a new image diffusion model into the ChituDiffusion repository. Use when the user gives a model name and wants Codex to pull or inspect the upstream reference code, run the original demo, quantify non-API-wrapper code, add a runtime adapter/stage-level API integration, wire attention backends and CFG/context parallelism, adapt FlexCache strategies, benchmark with ChituBench, update result.md, clean artifacts, and split categorized commits.

Grade
D
Quality
64 / 100
Safety
Passed
GitHub stars
21

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

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

View source on GitHubthu-pacman/ChituDiffusion

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

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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