review-topic-external-contract-and-silent-fallback

review-topic-external-contract-and-silent-fallback is a Change & PR review skill for AI agents, published by roboflow in the inference repository on GitHub. Skillspace rates review-topic-external-contract-and-silent-fallback D (65/100) and it passed the safety scan; the rating is based on static analysis only.

Load when a PR touches inference/core/roboflow_api.py, inference/core/registries/roboflow.py, or the inference_models auto_negotiation resolver; changes an inference_sdk<->server response shape (response_model, model_dump, parent_id); reads a NEW nested platform key (api_data.get("taskType"), modelVariant); adds fallback / backend-downgrade / .get(key, default) on external data; or adds an env flag/secret changing which service/backend is contacted (USE_INFERENCE_MODELS, DISABLED_INFERENCE_MODELS_BACKENDS).

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

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 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

  • 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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