review-topic-local-vs-remote-execution

review-topic-local-vs-remote-execution is an MLOps & model serving skill for AI agents, published by roboflow in the inference repository on GitHub. Skillspace rates review-topic-local-vs-remote-execution D (65/100) and it passed the safety scan; the rating is based on static analysis only.

Load when a PR touches how a step/model runs in-process vs. over the network: Workflow-block execution-mode dispatch (self._step_execution_mode, StepExecutionMode.LOCAL/REMOTE, run_locally/run_remotely), a block get_restrictions()/get_air_gapped_availability(), backend/runtime routing env (USE_INFERENCE_MODELS, DISABLED_INFERENCE_MODELS_BACKENDS, WORKFLOWS_REMOTE_API_TARGET, inference_models_adapters.py), CUDA/Jetson/ONNX gating, or a new block with network/LAN/same-process assumptions.

Grade
D
Quality
65 / 100
Safety
Passed
GitHub stars
2,377

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.

View source on GitHubroboflow/inference

Our review

Architecture
94 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

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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