specweave

SpecWeave framework. Provides increment planning (PM, Architect, Tech Lead agents), specification generation, TDD workflow, living docs sync, and brownfield support. Essential for all SpecWeave projects.

GitHub Issues integration for SpecWeave increments. Bidirectional sync between SpecWeave increments and GitHub Issues. Automatically creates issues from increments, tracks progress, and closes issues on completion. Uses GitHub CLI (gh) for seamless integration.

JIRA integration for SpecWeave increments. Bidirectional sync between SpecWeave increments and JIRA epics/stories. Automatically creates JIRA issues from increments, tracks progress, and updates status.

Azure DevOps integration for SpecWeave - sync increments with ADO work items, track progress, and manage project workflows

Cloud infrastructure provisioning and monitoring. Includes Hetzner Cloud provisioning, Prometheus/Grafana setup, distributed tracing (Jaeger/Tempo), and SLO implementation. Focus on cost-effective, production-ready infrastructure.

Complete ML/AI workflow integration for SpecWeave - from experiment tracking to production deployment. Includes 13 comprehensive skills covering the full ML lifecycle: pipeline orchestration, experiment tracking, model evaluation, explainability, deployment, feature engineering, AutoML, computer vision, NLP, time series forecasting, anomaly detection, data visualization, and model registry.

Comprehensive release management for single-repo, multi-repo, and monorepo architectures. Detects existing release strategies, aligns versions across repositories, manages Release Candidates (RC), and integrates with CI/CD workflows. Supports semantic versioning, coordinated releases, and brownfield strategy detection.

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

Kafka Streams library integration for SpecWeave - Stream processing with Java/Kotlin, topology patterns, state stores, windowing, joins, and testing frameworks

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

Backend API development for Node.js, Python, and .NET stacks. Includes Express, NestJS, FastAPI, Django, Flask, ASP.NET Core, and Entity Framework Core. Focus on REST APIs, authentication, database operations, and background services.

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

Kubernetes deployment and management for SpecWeave projects. Generate K8s manifests, Helm charts, and GitOps workflows. Includes security policies (NetworkPolicy, RBAC) and best practices for production deployments.

Comprehensive React Native and Expo development support for mobile app development. Includes environment setup, debugging, performance optimization, native modules, and testing strategies.

Payment processing integration for Stripe, PayPal, Stripe Connect, and billing automation. Includes checkout flows, subscription lifecycle management, marketplace payments, Direct Charge patterns, PCI DSS compliance guidance, and recurring billing. Focus on production-ready payment systems with idempotent operations and dual confirmation patterns.

Frontend development for React, Vue, and Angular projects. Includes Next.js 14+ App Router support, design system architecture (Atomic Design), and UI component best practices. Focus on modern frontend patterns and performance.

Comprehensive testing tools for modern web applications. Includes Playwright E2E testing, Vitest unit testing, test generation, coverage analysis, browser automation, UI inspection, and visual regression testing. Focus on test-driven development and quality assurance.

Comprehensive Figma design-to-code automation. Import Figma designs via API/MCP, convert components to React/Vue/Angular, extract design tokens, generate responsive layouts, and sync design systems. Focus on accelerating frontend development from Figma designs.

Architecture diagram generation with Mermaid following C4 Model conventions. Creates C4 Context/Container/Component diagrams, sequence diagrams, ER diagrams, and deployment diagrams. SpecWeave-aware for HLD/LLD documentation.

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 and analysis for AWS, Azure, GCP, and serverless platforms. Provides cost analysis, optimization recommendations, pricing comparisons, budget alerts, and serverless cost modeling with 2024/2025 pricing.