cpize_model_workflow

cpize_model_workflow is an MLOps & model serving skill for AI agents, published by NVIDIA-BioNeMo in the boltz-cp repository on GitHub. Skillspace rates cpize_model_workflow F (52/100) and it passed the safety scan; the rating is based on static analysis only.

Orchestrate the END-TO-END integration of context parallelism into a custom co-folding / structure-prediction model: turn the whole effort into a prioritized, dependency-sorted worklist, then drive it phase by phase — map the model (learn_context), verify infra (build_infra), shard data features (shard_data_feats), port modules (dtensor_modules, fanned out via dispatch_work), prove correctness (test), wire the trainer/predictor (dist_lifecycle), and finally profile memory and compute (mem_profile, nsys_profile) and benchmark. Use as the front door when the user wants to "CP-ify my model" as a whole program of work — it prioritizes, sequences, and gates the long task list and delegates each task to the right fold-cp skill. Not for a single module (use dtensor_modules + test directly).

Grade
F
Quality
52 / 100
Safety
Passed
GitHub stars
51

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
67 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.
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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