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O SDK de Gerenciamento do Azure API Center para Python é usado para gerenciar o inventário de APIs, metadados e governança em toda a sua organização.

Primary pipeline step after /shape and before /write-a-prd. Use to verify current docs, versions, repo patterns, and key unknowns before shaping. Invokes /api-design-review when API contract risk is high. Not for underdefined problems or implementation-ready work.

Verifies and corrects model probability outputs so predicted win percentages match actual win rates. Use when user asks about calibration, reliability diagrams, Brier score, Platt scaling, isotonic regression, probability quality, or whether model probabilities are accurate. Also use when user has a trained model and wants to know if outputs can be trusted for betting. Do not use for odds math or

Vitest testing patterns and strategies for unit tests, agent tests, and API tests with Supabase mocking

· Sweep docs after changes: README, changelog, API, runbooks. Triggers: 'update docs', 'refresh docs', 'sync docs', 'docs drift', 'merged PR', 'release cut', 'version bump', 'update changelog'. Not for PR text (use git).

Jira Teams via Apideck's Proxy API + managed Vault auth — Apideck handles auth and proxies HTTP calls to Jira Teams's native API. Use when the user wants to call Jira Teams (no unified API resource mapping). Routes through Apideck with serviceId "jira-teams".

Jira Teams via Apideck's Proxy API + managed Vault auth — Apideck handles auth and proxies HTTP calls to Jira Teams's native API. Use when the user wants to call Jira Teams (no unified API resource mapping). Routes through Apideck with serviceId "jira-teams".

Create and manage mock API servers for development and testing.

Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, cl

Create backend/frontend API handoff docs for endpoints, frontend data needs, and cross-team data requirements.

Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with __all__, or planning directory layouts.

Etsy integration via Apideck's Ecommerce unified API — same methods work across every connector in Ecommerce, switch by changing `serviceId`. Use when the user wants to read, write, or sync orders, products, customers, and stores in Etsy. Routes through Apideck with serviceId "etsy".