open-edge-platform/anomalib

agentic-actions-auditor

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where attacker-controlled input reaches AI agents running in CI/CD…

fastapi-rest-api-design

Designs and reviews REST APIs for FastAPI services using consistent resource naming, HTTP semantics, validation, security, and error handling patterns. Use for backend API tasks, endpoint design/refactors, or API review requests in FastAPI/Python projects.

benchmark-and-docs-refresh

Run or continue model benchmarks, collect measured results, and refresh README/docs benchmark sections from generated artifacts. Use when benchmark tables in model docs need to be created, updated, or corrected.

docs-changelog

Reviews anomalib docstrings, documentation updates, and changelog expectations

model-doc-sync

Keep anomalib model READMEs, docs pages, image assets, and benchmark/result references in sync

model-sample-image-export

Export, validate, and publish model sample-result images into docs/source/images and reference them from README/docs pages. Use when model sample images are missing, outdated, or suspected to be invalid.

models-data

Reviews anomalib model, data, callback, metric, and CLI integration conventions

pr-workflow

Reviews anomalib contributor workflow, PR title, branch naming, and quality gate expectations

python-docstrings

Enforces Google-style Python docstrings for Python code

python-style

Reviews anomalib Python style, typing, imports, and public API conventions

testing

Review/generate unit, integration, and regression test expectations

third-party-code

Review/generate third-party code attribution, licensing, and notice requirements