specweave

SpecWeave documentation - living docs build, validation, health, organization

Media generation - AI images (Imagen 4), AI video (Veo 3.1), programmatic video (Remotion)

ACTIVE router - spawns specialized agents for React/frontend (sw-frontend), GitHub (sw-github), TDD/testing (sw-testing), K8s/DevOps (sw-infra), ML/AI (sw-ml), mobile (sw-mobile), payments (sw-payments). MANDATORY agent spawning for domain tasks.

SpecWeave framework - increment lifecycle, living docs, PM-led planning

GitHub integration - bidirectional sync, issue tracking, task management

JIRA integration - bidirectional sync with epics/stories

Azure DevOps integration - bidirectional sync with work items

Cloud infrastructure - Hetzner, Prometheus, Grafana, monitoring

Machine learning - ML pipelines, training, deployment

Release management - version alignment, RC workflows, multi-repo coordination, semantic versioning

Apache Kafka event streaming integration with MCP servers, CLI tools (kcat), Terraform modules, and comprehensive observability stack

Kafka Streams library integration - Stream processing with Java/Kotlin, topology design, state stores, windowing, joins, exactly-once semantics

n8n workflow automation with Kafka integration - Event-driven workflows, Kafka triggers, producers, no-code/low-code event processing patterns

Backend development - Node.js, Python, .NET, REST APIs, database design, microservices architecture

Confluent Cloud integration - Schema Registry, ksqlDB, Kafka Connect, Flink, stream processing, enterprise Kafka features

Kubernetes deployment - K8s manifests, Helm charts, GitOps, cluster management, container orchestration

React Native & Expo mobile development - environment setup, debugging, performance optimization, native modules, testing

Payment processing - Stripe, PayPal, billing, PCI compliance, subscription management, payment gateways

Frontend development - React, Next.js, component generation, design systems, UI scaffolding

Testing framework - E2E with Playwright, unit testing, test coverage, test generation

Figma integration - Design import, component sync, design-to-code workflows

Architecture diagram generation - Mermaid, C4 Model, sequence diagrams, ER diagrams, deployment diagrams

Browser automation and UI tools - Element inspection, automated testing, Playwright integration

Documentation generation and management - Docusaurus, spec-driven docs, API documentation, living documentation

Cloud cost optimization - AWS, GCP, Azure cost analysis, right-sizing, reserved instances, savings plans

Plugin development tools - Create, validate, and scaffold SpecWeave plugins, skills, commands, and agents