Copy battle-tested `CLAUDE.md` and `GEMINI.md` scaffolds for real stacks instead of rebuilding the same project memory from scratch on every repo.
Choose the template family first, then copy a starting point with enough context to keep the agent productive from the first prompt.
Production-ready CLAUDE.md for Next.js 15 App Router with TypeScript, Tailwind, and Server Components.
# Project Overview
Next.js 15 application using the App Router, TypeScript, and Tailwind CSS.
## Tech StackCLAUDE.md for Node.js REST APIs with Fastify, TypeScript, Docker, and OpenAPI documentation.
# Project Overview
Node.js microservice using Fastify, TypeScript, and Postgres. Exposed as a REST API with OpenAPI docs.
## Tech StackCLAUDE.md for Turborepo monorepos with pnpm workspaces, shared packages, and coordinated deploys.
# Project Overview
Turborepo monorepo with pnpm workspaces. Contains multiple apps and shared packages.
## StructureCLAUDE.md for Rust CLI applications using clap, anyhow error handling, and cargo-dist for releases.
# Project Overview
Rust CLI tool. Binary crate targeting Linux, macOS, and Windows.
## Tech StackCLAUDE.md for data science projects with pandas, scikit-learn, Jupyter notebooks, and reproducible pipelines.
# Project Overview
Python data science project. Reproducible analysis pipelines with Jupyter notebooks and scikit-learn.
## Tech StackCLAUDE.md for DevOps projects covering Kubernetes manifests, Terraform infrastructure, and CI/CD pipelines.
# Project Overview
Infrastructure-as-code repository. Kubernetes manifests, Terraform modules, and GitHub Actions pipelines.
## StructureCLAUDE.md for open source npm or cargo packages with semantic versioning, changelogs, and contributor workflows.
# Project Overview
Open source library published to npm (or crates.io). Community-maintained.
## ConventionsCLAUDE.md for fast-moving startup MVPs — ship-first conventions with quality guardrails that scale.
# Project Overview
Early-stage startup MVP. The goal is to ship fast and validate with real users. Quality matters where it counts.
## Tech StackGEMINI.md for Python FastAPI services with Pydantic v2, async routes, and Google Cloud integrations.
# Project Overview
Python FastAPI service. Async REST API with Pydantic v2 validation and optional Google Cloud integrations.
## Tech StackGEMINI.md for Go microservices with net/http, structured logging, and Google Cloud Run deployment.
# Project Overview
Go microservice. HTTP API designed for Cloud Run deployment with minimal dependencies.
## Tech StackGEMINI.md for Flutter applications with Riverpod, Firebase, and Google Play/App Store deployment.
# Project Overview
Flutter mobile application targeting Android and iOS. Firebase backend, Riverpod state management.
## Tech StackGEMINI.md for Django REST Framework projects with JWT auth, Celery tasks, and PostgreSQL.
# Project Overview
Django REST Framework API. JWT authentication, async task queue with Celery, PostgreSQL database.
## Tech StackProduction-ready CLAUDE.md for Next.js 15 App Router with TypeScript, Tailwind, and Server Components.
# Project Overview
Next.js 15 application using the App Router, TypeScript, and Tailwind CSS.
## Tech StackCLAUDE.md for Node.js REST APIs with Fastify, TypeScript, Docker, and OpenAPI documentation.
# Project Overview
Node.js microservice using Fastify, TypeScript, and Postgres. Exposed as a REST API with OpenAPI docs.
## Tech StackCLAUDE.md for Turborepo monorepos with pnpm workspaces, shared packages, and coordinated deploys.
# Project Overview
Turborepo monorepo with pnpm workspaces. Contains multiple apps and shared packages.
## StructureCLAUDE.md for Rust CLI applications using clap, anyhow error handling, and cargo-dist for releases.
# Project Overview
Rust CLI tool. Binary crate targeting Linux, macOS, and Windows.
## Tech StackCLAUDE.md for data science projects with pandas, scikit-learn, Jupyter notebooks, and reproducible pipelines.
# Project Overview
Python data science project. Reproducible analysis pipelines with Jupyter notebooks and scikit-learn.
## Tech StackCLAUDE.md for DevOps projects covering Kubernetes manifests, Terraform infrastructure, and CI/CD pipelines.
# Project Overview
Infrastructure-as-code repository. Kubernetes manifests, Terraform modules, and GitHub Actions pipelines.
## StructureCLAUDE.md for open source npm or cargo packages with semantic versioning, changelogs, and contributor workflows.
# Project Overview
Open source library published to npm (or crates.io). Community-maintained.
## ConventionsCLAUDE.md for fast-moving startup MVPs — ship-first conventions with quality guardrails that scale.
# Project Overview
Early-stage startup MVP. The goal is to ship fast and validate with real users. Quality matters where it counts.
## Tech StackGEMINI.md for Python FastAPI services with Pydantic v2, async routes, and Google Cloud integrations.
# Project Overview
Python FastAPI service. Async REST API with Pydantic v2 validation and optional Google Cloud integrations.
## Tech StackGEMINI.md for Go microservices with net/http, structured logging, and Google Cloud Run deployment.
# Project Overview
Go microservice. HTTP API designed for Cloud Run deployment with minimal dependencies.
## Tech StackGEMINI.md for Flutter applications with Riverpod, Firebase, and Google Play/App Store deployment.
# Project Overview
Flutter mobile application targeting Android and iOS. Firebase backend, Riverpod state management.
## Tech StackGEMINI.md for Django REST Framework projects with JWT auth, Celery tasks, and PostgreSQL.
# Project Overview
Django REST Framework API. JWT authentication, async task queue with Celery, PostgreSQL database.
## Tech StackPlaybooks are multi-step agent workflows — not just context files. Each one defines a repeatable process (code review, triage, sprint planning) that different agents execute autonomously.
Automated PR review with inline suggestions, coverage checks, and style enforcement.
ETA: Q2 2026Auto-generate structured PR descriptions from git diff with impact summary and test plan.
ETA: Q2 2026Reproduce, isolate, and document bugs end-to-end with reproduction steps and root cause analysis.
ETA: Q2 2026Template-driven ADR generation with trade-off analysis and decision log.
ETA: Q3 2026Convert a backlog into sprint-ready tickets with estimates, acceptance criteria, and dependency mapping.
ETA: Q3 2026Systematic OWASP Top 10 scan with remediation steps and severity ratings.
ETA: Q3 2026Profile, benchmark, and identify bottlenecks across frontend and backend layers.
ETA: Q4 2026Safe migration workflow with rollback plan, zero-downtime strategies, and validation steps.
ETA: Q4 2026Structured runbook for on-call incidents: triage, escalation, mitigation, and post-mortem.
ETA: Q4 2026Automated changelog review, breaking change detection, and staged upgrade plan.
ETA: Q1 2027Start with a stable project brief, then layer in practical guides when the workflow needs custom tooling, verification, or deeper domain knowledge.