Individual skill

production-fast-api-template

Structure and execution rules for a unified, production-ready backend combining domain-oriented FastAPI, Retrieval-Augmented Generation (RAG) and Agentic AI in one codebase on AWS ECS Fargate. Use when scaffolding a new backend; adding a module, API domain, RAG component, agent, tool, workflow, LLM/provider integration or test; deciding where a file belongs; writing async/sync routes, services or clients; offloading blocking or CPU-heavy work (thread pools, process pools, AWS Lambda); designing background jobs, queues (SQS, Celery), workers and scaling; or writing Pydantic schemas, settings (pydantic-settings), serialization, structured LLM outputs, citation validation, agent plans or tool-call arguments; or writing FastAPI dependencies (request validation, auth, access scopes, chaining), REST paths, response models, OpenAPI docs, error responses, database naming and SQL queries, migrations, API tests (async client, dependency overrides) or lint/format setup (ruff); or adding content-safety guardrails (input/output checks, PII, prompt injection, toxicity, Bedrock Guardrails, AgentCore Policy/Gateway Cedar policies, Guardrails AI validators), fail-closed handling and guardrail evaluation; or evaluating RAG, retrieval stages, structured outputs, citations, agents, multi-agent workflows or conversations (DeepEval, Ragas, LLM-as-judge, G-Eval, golden datasets, regression tiers, thresholds, judge calibration); or securing the API (authentication, JWT/JWKS, OAuth 2.0/OIDC, RBAC/ABAC, BOLA/BFLA, tenant isolation, input/upload/SSRF validation, security headers, CORS, CSRF, rate limiting, audit logging, ECS/IAM/secrets hardening, CI security scanning, security tests) or LLM/agent security (OWASP LLM Top 10, OWASP Agentic Top 10, prompt injection, tool authorization, human approval, excessive agency).

plugins/production-fast-api-template/skills/production-fast-api-template/SKILL.md

Source commit 82ce2112b080810c6b72939201d6a53876116e12

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Observed behavior

Network or broad shell

Last checked

Nov 9, 2026

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