anton-abyzov
@anton-abyzov
Public Skills
Plan Product Increment
by anton-abyzov
Plan and create SpecWeave increments with PM and Architect agent collaboration. Use when starting new features, hotfixes, bugs, or any development work that needs specification and task breakdown. Creates spec.md, plan.md, tasks.md with proper AC-IDs and living docs integration.
Product Manager Skill
by anton-abyzov
Product Manager for spec-driven development. Use when saying "write specs", "define requirements", "plan MVP", or "prioritize features".
Architect
by anton-abyzov
System architect for scalable technical designs and ADRs. Use for system architecture, microservices, database design, trade-off analysis, component diagrams, tech selection.
Sync Living Docs
by anton-abyzov
Sync living docs for an increment. Generates or updates spec files in .specweave/docs/internal/specs/. Use when saying "sync docs", "update living docs", or "sync-docs".
Close Increment (PM Validated)
by anton-abyzov
Close increment with PM 3-gate validation (tasks, tests, docs). Use when all tasks complete and saying "close increment", "we're done", or "finish up".
Documentation Hub
by anton-abyzov
Documentation hub - browse, search, serve living docs. Use for "show docs", "browse docs", "find docs", "load docs", "read ADR", "serve docs", "preview docs", "docs status".
External Issue Import
by anton-abyzov
Import external issues from GitHub, Jira, or Azure DevOps and create SpecWeave increments with platform suffixes (G/J/A). Supports filtering and duplicate prevention. Use when saying "import issues", "pull from github", "grab jira issues", or "import from ado".
Auto Command
by anton-abyzov
Start autonomous execution with stop hook feedback loop. Works until all tasks complete or max iterations reached. Use when you want continuous unattended execution.
JIRA Sync Skill
by anton-abyzov
Sync guidance for SpecWeave increments with JIRA epics/stories (content SpecWeave→JIRA, status JIRA→SpecWeave). Use when asking about JIRA integration setup or troubleshooting sync. For actual syncing, use /sw-jira:sync command instead.
Do Increment
by anton-abyzov
Execute increment tasks following spec and plan with sync hooks. Use when saying "implement", "start working", "execute tasks", or "continue increment". IMPORTANT - Before starting, check task count and domain count. If 3+ domains or 15+ tasks, recommend /sw:team-lead instead (ask user for confirmation, or auto-invoke in auto mode).
Doctor - Installation Health Scanner
by anton-abyzov
Run installation health diagnostics - detect ghost commands, stale cache, hash mismatches, and namespace pollution. Use when saying "doctor", "health check", "diagnose installation", or "check installation".
/sw:npm - NPM Release Automation
by anton-abyzov
Full patch release with npm publish and GitHub Release. Flags: --quick (no GH release), --ci (Actions), --only (local).
Specweave Jira Mapper Skill
by anton-abyzov
Expert in mapping SpecWeave increments to JIRA structure (Increment → Epic + Stories + Subtasks) with bidirectional sync. Use when exporting increments to JIRA, importing JIRA epics as increments, or configuring field mapping. Maintains traceability across systems.
Design System Architect
by anton-abyzov
Scalable design systems with Atomic Design, design tokens, theming. Use for component libraries, dark mode, typography, color systems, Storybook, multi-brand, a11y.
Frontend Design Agent
by anton-abyzov
Frontend design expert for polished UIs with micro-interactions. Use for visual design, CSS animations, shadows, gradients, transitions. Bold, distinctive design choices.
Figma Design Integration Expert
by anton-abyzov
Figma design-to-code expert. Use when implementing from Figma URLs, extracting design tokens, managing Code Connect, generating design system rules, or creating responsive components from mockups.
Frontend Architect Skill
by anton-abyzov
Frontend architect for React, Next.js, Vue, Angular. Use for component architecture, dashboards, Atomic Design, TanStack Query, Zustand/Redux, routing, performance.
Frontend Development Expert
by anton-abyzov
Frontend developer for React, Vue, Angular, TypeScript. Use for components, hooks, state management, responsive UIs. Covers React 18/19, custom hooks, forms, a11y.
Documentation View Skill
by anton-abyzov
Documentation view expert for Docusaurus integration. Launches interactive server for SpecWeave living documentation with hot reload, auto-generated sidebar, and Mermaid diagrams. Works in ANY SpecWeave project with auto-setup. Supports both internal (port 3015) and public (port 3016) docs. Activates for preview docs, view documentation, Docusaurus server, docs UI, documentation website, local docs server, hot reload docs, static site build.
Ultrathink LLM-as-Judge Validation
by anton-abyzov
Ultrathink LLM-as-Judge validation of completed work. Uses extended thinking and Opus model for thorough, independent evaluation. Use when saying "judge my code", "judge-llm", "deep validate", or as part of /sw:done closure.
Increment Progress
by anton-abyzov
Show progress for active increments with task/AC completion. Use when saying "show progress", "status", or "how far along".
Progress Sync (Multi-System)
by anton-abyzov
Sync progress from tasks.md to living docs and external tools (GitHub/JIRA/ADO). Use when saying "sync progress" or "push progress".
Spec Generator - Flexible Increment Documentation
by anton-abyzov
Generates comprehensive specifications (spec.md, plan.md, tasks.md with embedded tests) for SpecWeave increments. Use when creating new increments, planning features, or converting ideas into actionable specs. Produces structured documentation with proven templates and context-aware organization.
Next Increment (Smart Workflow Transition)
by anton-abyzov
Close current increment if ready and suggest next work. Use when saying "what's next", "next increment", or "move on".
TDD Green Phase - Make Tests Pass
by anton-abyzov
Write minimal code to make failing tests pass. Use when saying "TDD green", "make tests pass", or "implement for tests".
TDD Red Phase - Write Failing Tests
by anton-abyzov
Write failing tests that define expected behavior. Use when saying "TDD red", "write failing tests", or "test first".
SpecWeave Framework Expert
by anton-abyzov
SpecWeave framework expert for structure, rules, spec-driven conventions. Use for SpecWeave best practices, increment lifecycle, hooks, tasks.md/spec.md, living docs sync.
/sw:plan - Generate Implementation Plan
by anton-abyzov
Generate plan.md and tasks.md for increment. Use when saying "create plan", "generate tasks", or "plan the increment".
Background Jobs Monitor
by anton-abyzov
View and manage background jobs (cloning, imports, living-docs). Shows job status, progress, and logs. Use when saying "check jobs", "job status", or "background tasks".
Database Optimizer Skill
by anton-abyzov
Database optimizer for PostgreSQL, MySQL, MongoDB. Use for slow queries, N+1 problems, EXPLAIN plans, indexing, connection pooling, caching, partitioning, scaling.
GraphQL Agent - Cross-Stack API Design & Implementation Expert
by anton-abyzov
GraphQL API expert for Node.js, Python, Java, .NET, Rust. Use for schemas, resolvers, DataLoader, federation, subscriptions, Apollo, Pothos, Strawberry, urql, Relay.
i18n Expert
by anton-abyzov
Frontend i18n and l10n expert. Use for multilingual apps, i18next/react-i18next, Next.js i18n routing, RTL layouts, Intl APIs, date/number/currency formatting, translation pipelines.
/sw:save - Smart Save with Auto-Sync
by anton-abyzov
Smart auto-commit with remote sync (handles pull/rebase/stash, auto-generates messages, supports multi-repo).
Code Grill Expert
by anton-abyzov
Critical code review and quality interrogation before increment completion. Use when finishing a feature, before /sw:done, or when saying "grill the code", "review my work", "critique implementation".
Documentation Updater
by anton-abyzov
Living documentation updater that syncs implementation progress to product docs. Use when updating docs after task completion, changing DRAFT status to published, or ensuring documentation reflects current implementation state.
TDD Cycle - Comprehensive Test-Driven Development
by anton-abyzov
Execute full TDD red-green-refactor cycle with validation gates. Use when saying "TDD cycle", "test-driven development", or "full TDD workflow".
LSP Code Intelligence
by anton-abyzov
Code navigation with LSP. When user says "find references", "go to definition", "where defined", "show type", "list symbols", "what uses", or "who calls" - use native LSP tools if available, otherwise fall back to specweave lsp commands.
Cancel Auto Command
by anton-abyzov
EMERGENCY ONLY - Cancel running auto session and generate summary report.
GitHub Sync - Two-way Spec ↔ Project Synchronization
by anton-abyzov
Two-way synchronization between SpecWeave specs and GitHub Projects (push & pull by default). Use when asking about GitHub integration setup, troubleshooting sync issues, or configuring sync settings. For actual syncing, use /sw-github:sync-spec command.
GCP Deep Dive Expert
by anton-abyzov
GCP deep dive expert for GKE, Cloud Run, Cloud Functions, networking, IAM, and data services. Designs production-grade architectures using Terraform, gcloud CLI, and Google Cloud best practices. Generates infrastructure ONE COMPONENT AT A TIME.
Observability Engineer - Full-Stack Monitoring Expert
by anton-abyzov
Full-stack observability architect for Prometheus, Grafana, OpenTelemetry, distributed tracing (Jaeger/Tempo), SLIs/SLOs, error budgets, and alerting. Use for metrics, dashboards, traces, or reliability engineering.
OpenTelemetry Observability Expert
by anton-abyzov
OpenTelemetry expert for full-stack observability including distributed tracing, metrics, and log correlation. Covers OTel Collector configuration, auto-instrumentation for Node.js/Python/Java/.NET/Go, sampling strategies, backend integration (Grafana, Jaeger, Datadog), and cost optimization. Activates for: OpenTelemetry, OTel, distributed tracing, tracing, spans, metrics, observability, Jaeger, Grafana Tempo, OTLP.
Java Spring Boot Agent - Enterprise API & Microservice Expert
by anton-abyzov
Java/Spring Boot backend developer for building enterprise APIs and microservices. Use when building Java backends with Spring Boot 3.x, REST/gRPC APIs, Spring Data JPA, Spring Security 6, reactive WebFlux, or microservice architectures.
Go Backend Agent - High-Performance API & Microservice Expert
by anton-abyzov
Go/Golang backend developer for building high-performance APIs and microservices. Use when building Go backends, REST/gRPC APIs, CLI tools, or concurrent services with net/http, Gin, Echo, Chi, or Fiber.
Rust Backend Agent - High-Performance Memory-Safe API Expert
by anton-abyzov
Rust backend developer for building high-performance, memory-safe APIs and services. Use when building Rust backends with Axum, Actix-web, Rocket, or Warp. Covers Tokio async runtime, SQLx, Diesel, error handling, and zero-cost abstractions.
Desktop Application Development (Electron & Tauri)
by anton-abyzov
"Desktop application development with Electron and Tauri. Covers cross-platform native apps, IPC communication, security hardening, packaging, auto-updates, native APIs, and performance optimization. Activates for: Electron, Tauri, desktop app, native app, cross-platform desktop, BrowserWindow, IPC, system tray, menubar app, auto-updater, code signing, notarization."
Blockchain & Web3 Development
by anton-abyzov
"Blockchain and Web3 development with Solidity, Hardhat, Foundry, ethers.js, and smart contract security. Covers Ethereum, Layer 2 solutions, DeFi, NFTs, and decentralized storage. Activates for: blockchain, web3, solidity, smart contract, Ethereum, Hardhat, Foundry, ERC-20, ERC-721, NFT, DeFi, dapp, WalletConnect, IPFS, layer 2, gas optimization, reentrancy, OpenZeppelin."
AWS Deep Dive Expert
by anton-abyzov
AWS deep dive expert for CDK, EKS, Lambda, networking, and IAM. Designs production-grade architectures using CDK constructs, serverless patterns, and least-privilege IAM with cross-account access. Generates infrastructure ONE COMPONENT AT A TIME.
Secret Management Expert
by anton-abyzov
Secret management expert for HashiCorp Vault, External Secrets Operator, SOPS, and cloud-native secret stores. Designs zero-trust credential architectures with rotation, auditing, and least-privilege access patterns across multi-cloud environments. Activates for: Vault, HashiCorp Vault, External Secrets Operator, SOPS, secrets, secret management, KMS, credential rotation, AWS Secrets Manager, Azure Key Vault, GCP Secret Manager.
GitHub Actions Advanced Expert
by anton-abyzov
GitHub Actions advanced expert for CI/CD workflows, reusable workflows, composite actions, OIDC authentication, security hardening, monorepo patterns, self-hosted runners, and deployment automation. Covers performance optimization, cost management, and production-grade pipeline design.
DevSecOps Expert - Shift-Left Security
by anton-abyzov
DevSecOps expert for shift-left security including container scanning, SAST/DAST, dependency scanning, secret detection, SBOM generation, supply chain security (SLSA/Sigstore), Kubernetes security policies, compliance-as-code, and secure CI/CD pipeline design.
Azure Bicep & AKS Expert
by anton-abyzov
Azure Bicep and AKS expert for infrastructure-as-code deployments, Kubernetes cluster management, networking, identity, monitoring, and Container Apps. Generates modular Bicep templates with environment-specific parameter files.
Terraform / OpenTofu IaC Expert
by anton-abyzov
Terraform 1.6+ and OpenTofu IaC expert for infrastructure provisioning, module composition, state management, testing, and policy-as-code. Covers HCL patterns, multi-cloud providers, CI/CD integration, drift detection, and BSL vs OpenTofu licensing decisions.
Image Generation Skill
by anton-abyzov
Generate AI images from text prompts. Supports Google Gemini (free) and Pollinations.ai (free). Use when generating images, creating visuals, AI art, text-to-image, image generation, create picture, make illustration, generate photo.
Video Generation Skill
by anton-abyzov
Generate AI videos from text prompts or images. Supports Google Veo 3.1 and Pollinations.ai (free). Use when generating video, creating animations, text-to-video, AI video, video generation, make clip, animate.
Stakeholder Documentation Skill
by anton-abyzov
Executive documentation from technical living docs - business summaries, progress dashboards, feature status reports. Use for stakeholder communication.
Remotion - Programmatic Video from React
by anton-abyzov
Create programmatic videos with Remotion (React components rendered to MP4). Use when creating animated presentations, product demos, marketing videos, code-generated video, Remotion project, animated explainer.
Sync Setup Wizard
by anton-abyzov
Interactive sync setup wizard that configures GitHub, JIRA, and/or ADO integration in one guided flow. Use when saying "setup sync", "configure sync", "connect to jira", "connect to github", or "sync-setup".
Specweave Ado Mapper Skill
by anton-abyzov
Bidirectional conversion between SpecWeave increments and Azure DevOps work items. Use when exporting increments to ADO epics, importing ADO epics as increments, or resolving sync conflicts. Handles Epic/Feature/User Story/Task hierarchy mapping.
Azure DevOps Multi-Project Skill
by anton-abyzov
Organize specs and tasks across multiple Azure DevOps projects with intelligent content-based mapping. Use when working with project-per-team, area-path-based, or team-based ADO architectures. Handles cross-project coordination and folder structure organization.
Azure DevOps Sync Skill
by anton-abyzov
Help and guidance for Azure DevOps synchronization with SpecWeave increments. Use when asking how to set up ADO sync, configure credentials, or troubleshoot integration issues. For actual syncing, use /sw-ado:sync command.
Azure DevOps Resource Validator Skill
by anton-abyzov
Validates Azure DevOps projects, area paths, and teams exist with auto-creation of missing resources. Use when setting up ADO integration, configuring .env variables, or troubleshooting missing project errors. Supports project-per-team, area-path-based, and team-based strategies.
.NET Backend Agent - ASP.NET Core & Enterprise API Expert
by anton-abyzov
.NET/C# backend developer for ASP.NET Core 8+ APIs with Entity Framework Core and enterprise patterns. Use when building C# backends, implementing REST/gRPC APIs, or working with SQL Server/PostgreSQL. Covers JWT authentication, dependency injection, background services, and Minimal APIs.
Node.js Backend Agent - API & Server Development Expert
by anton-abyzov
Node.js/TypeScript backend developer for Express, Fastify, NestJS, and GraphQL. Use when building Node.js APIs, REST endpoints, GraphQL APIs, or backend services.
Confluent Schema Registry Skill
by anton-abyzov
Schema Registry expert for Avro, Protobuf, and JSON Schema management. Covers schema evolution strategies, compatibility modes, validation, and best practices for managing schemas in Confluent Cloud and self-hosted Schema Registry. Activates for schema registry, avro, protobuf, json schema, schema evolution, compatibility modes, schema validation.
Cloud Pricing Expert
by anton-abyzov
Expert knowledge of cloud provider pricing models for AWS, Azure, GCP covering compute, storage, database, networking, and serverless services. Includes 2025 pricing data, regional differences, free tiers, pricing calculators, and cost comparison across providers. Activates for cloud pricing, how much does it cost, price comparison, AWS vs Azure vs GCP pricing, pricing calculator, estimate costs, regional pricing, free tier, what's cheaper.
Python Backend Agent - API & Data Processing Expert
by anton-abyzov
Python backend developer for FastAPI, Django, and Flask. Use when building Python APIs, REST endpoints, or data processing services.
Confluent Kafka Connect Skill
by anton-abyzov
Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data pipeline patterns. Activates for kafka connect, connectors, source connector, sink connector, jdbc connector, debezium, smt, data pipeline, cdc.
Diagrams Generator Skill
by anton-abyzov
Generate Mermaid diagrams following C4 conventions. Activates for create diagram, draw diagram, visualize, system diagram, architecture diagram, C4 diagram, context diagram, container diagram, component diagram, sequence diagram, ER diagram, entity relationship, data model, deployment diagram. Coordinates with diagrams-architect agent.
Diagrams Architect Skill
by anton-abyzov
Mermaid diagrams following C4 Model and SpecWeave conventions - system architecture, sequence, ER, deployment diagrams. Use for architecture visualization.
Spec-Driven Brainstorming Skill
by anton-abyzov
Spec-driven brainstorming and product discovery expert. Helps teams ideate features, break down epics, conduct story mapping sessions, prioritize using MoSCoW/RICE/Kano, and validate ideas with lean startup methods. Activates for brainstorming, product discovery, story mapping, feature ideation, prioritization, MoSCoW, RICE, Kano model, lean startup, MVP definition, product backlog, feature breakdown.
Cloud Cost Optimization Expert
by anton-abyzov
FinOps expert for AWS/Azure/GCP cost optimization - right-sizing, reserved instances, savings plans, spot instances. Use for reducing cloud costs.
AWS Cost Optimization Expert
by anton-abyzov
AWS cost optimization - EC2 Reserved Instances, Savings Plans, Spot, Lambda optimization, Cost Explorer, Trusted Advisor.
Docusaurus Expert Skill
by anton-abyzov
Docusaurus 3.x documentation framework - MDX authoring, theming, versioning, i18n. Use for documentation sites or spec-weave.com.
Technical Writing Skill
by anton-abyzov
Technical writing expert for API documentation, README files, tutorials, changelog management, and developer documentation. Covers style guides, information architecture, versioning docs, OpenAPI/Swagger, and documentation-as-code. Activates for technical writing, API docs, README, changelog, tutorial writing, documentation, technical communication, style guide, OpenAPI, Swagger, developer docs.
GitHub Issue Standard - Universal Format
by anton-abyzov
Mandatory format standard for ALL GitHub issues created by SpecWeave with checkable acceptance criteria and proper metadata. Use when creating GitHub issues, formatting issue content, or ensuring consistent issue structure. Covers user stories, epics, features, and increments.
DevOps Agent - Infrastructure & Deployment Expert
by anton-abyzov
DevOps and IaC expert for Terraform, Kubernetes, Docker, CI/CD pipelines, and deployment platform decisions (Vercel vs Cloudflare vs Hetzner). Generates infrastructure ONE COMPONENT AT A TIME to prevent crashes.
Confluent ksqlDB Skill
by anton-abyzov
ksqlDB stream processing expert. Covers SQL-like queries on Kafka topics, stream and table concepts, joins, aggregations, windowing, materialized views, and real-time data transformations. Activates for ksqldb, ksql, stream processing, kafka sql, real-time analytics, windowing, stream joins, table joins, materialized views.
GitHub Multi-Project Management Skill
by anton-abyzov
Expert at organizing specs and splitting tasks across multiple GitHub repositories for monorepo, polyrepo, and parent repo architectures. Use when managing specs across multiple repos, coordinating cross-repo work, or allocating tasks to different teams/repositories.
Next.js Expert
by anton-abyzov
Expert in Next.js 14+ App Router, Server Components, and Server Actions. Use when building Next.js applications, implementing SSR/SSG, or configuring dynamic routing and data fetching. Covers streaming, caching strategies, middleware, and deployment optimization.
Jira Resource Validator Skill
by anton-abyzov
Validates JIRA projects and boards exist, auto-creates missing resources. Use when setting up JIRA integration, validating .env configuration, or troubleshooting missing projects/boards. Supports per-project board configuration with JIRA_BOARDS_{ProjectKey} pattern.
Code Explorer Agent
by anton-abyzov
Deep codebase analysis expert that traces feature implementations across architecture layers. Use when exploring how a feature works, understanding data flow, or mapping module dependencies. Identifies entry points, traces call chains, and creates dependency maps from UI to database.
Auto Status Command
by anton-abyzov
Show current auto session status, progress, and any pending gates. Activates for: auto status, auto status, session status, check auto.
Release Coordinator
by anton-abyzov
Multi-repo release coordination - dependency management, release waves, RC lifecycle (alpha/beta/rc), brownfield detection, rollback planning. Use for synchronized releases or release strategy.
Version Aligner
by anton-abyzov
Multi-repo version alignment - lockstep/independent/umbrella strategies, semver constraints, version conflict detection.
Scout — Skill Discovery & Installation
by anton-abyzov
"START HERE — Skill discovery and installation assistant. The recommended first skill when you don't know which skills you need. Searches verified-skill.com, recommends plugin bundles, and installs skills. Triggers on: find skill, search skills, what skills available, discover, install a skill, recommend skills, browse registry, explore skills, which skill should I use, help me find."