anton-abyzov/specweave

1

living-docs-navigator Navigate and load project living documentation for context from .specweave/docs/internal/. Use when implementing feat…

anton-abyzov/specweave

16

2

marketplace-publishing Claude Code marketplace publishing - npm publish, GitHub releases, semantic versioning, plugin packaging. Use when pu…

anton-abyzov/specweave

16

3

ml-deployment-helper Prepares ML models for production deployment with containerization, API creation, monitoring setup, and A/B testing. …

anton-abyzov/specweave

16

4

mlops-dag-builder Design DAG-based MLOps pipeline architectures with Airflow, Dagster, Kubeflow, or Prefect. Activates for DAG orchestr…

anton-abyzov/specweave

16

5

model-registry Centralized model versioning, staging, and lifecycle management. Activates for "model registry", "model versioning", …

anton-abyzov/specweave

16

6

plugin-validator Validates SpecWeave plugin installation when EXPLICITLY requested by user. Use for checking if plugins are installed …

anton-abyzov/specweave

16

7

reflective-reviewer Self-reflection specialist that analyzes completed work for quality issues, security vulnerabilities, and improvement…

anton-abyzov/specweave

16

8

tdd-expert Test-Driven Development expert. Use when implementing TDD workflow, red-green-refactor, or writing tests first.

anton-abyzov/specweave

16

9

tdd-workflow Test-Driven Development discovery hub that detects TDD intent and guides the red-green-refactor cycle. Use when wanti…

anton-abyzov/specweave

16

10

tech-lead Technical lead bridging architecture and implementation for code quality and guidance. Use when reviewing code, refac…

anton-abyzov/specweave

16

11

browser-automation Non-testing browser automation - web scraping, form filling, screenshot capture, PDF generation, workflow automation.…

anton-abyzov/specweave

15

12

close-all Batch-close all complete increments by delegating each one to `sw:done`. Discovers active/ready-for-review increments…

anton-abyzov/specweave

15

13

data-visualizer Automated data visualization for EDA, model performance, and business reporting. Activates for "visualize data", "cre…

anton-abyzov/specweave

15

14

distributed-tracing Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance b…

anton-abyzov/specweave

15

15

grafana-dashboards Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use wh…

anton-abyzov/specweave

15

16

model-evaluator Comprehensive ML model evaluation with multiple metrics, cross-validation, and statistical testing. Activates for "ev…

anton-abyzov/specweave

15

17

nlp-pipeline-builder Natural language processing ML pipelines for text classification, NER, sentiment analysis, text generation, and embed…

anton-abyzov/specweave

15

18

paypal-integration PayPal payment integration for Express Checkout, subscriptions, and IPN webhooks. Use when adding PayPal as payment o…

anton-abyzov/specweave

15

19

prometheus-configuration Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Us…

anton-abyzov/specweave

15

20

rc-manager Release Candidate (RC) workflow manager - pre-release tagging, alpha/beta/rc lifecycle, testing validation, productio…

anton-abyzov/specweave

15

21

release-strategy-advisor Release strategy advisor - detects brownfield patterns (tags, CI/CD, changelogs), recommends versioning strategy base…

anton-abyzov/specweave

15

22

slo-implementation Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alert…

anton-abyzov/specweave

15

23

ui-testing UI testing expert for Cypress, Testing Library, and component tests. Use when testing UI components or implementing c…

anton-abyzov/specweave

15

24

devops DevOps and IaC expert for Terraform, Kubernetes, Docker, CI/CD pipelines, and deployment platform decisions (Vercel v…

anton-abyzov/specweave

14

25

lsp-integration LSP (Language Server Protocol) expert for 100x faster semantic code understanding than text-based grep. Use when navi…

anton-abyzov/specweave

14

26

stripe-integration Stripe payment integration for checkout, subscriptions, webhooks, and Connect marketplace patterns. Use when implemen…

anton-abyzov/specweave

14

27

frontend-architect Expert frontend architect for React, Next.js, Vue, and Angular with Atomic Design and state management patterns. Use …

anton-abyzov/specweave

13

28

ralph-loop-guide Ralph Loop Best Practices - Guidelines for effective autonomous iteration. Based on Anthropic's official ralph-loop p…

anton-abyzov/specweave

13

29

mlops-engineer MLOps expert for ML infrastructure and production systems. ML pipelines (Kubeflow, Airflow, Prefect), model registry,…

anton-abyzov/specweave

12

30

mobile-architect React Native and Expo mobile architect. New Architecture (Fabric, Turbo Modules, JSI), Expo Router, offline-first pat…

anton-abyzov/specweave

12

31

qa-engineer Expert QA engineer for test strategy and automation. Use when writing tests, fixing failing tests, or improving test …

anton-abyzov/specweave

12

32

data-scientist Statistical modeling and data analysis expert. A/B testing, causal inference, customer analytics (CLV, churn), anomal…

anton-abyzov/specweave

11

33

database-optimizer Expert database optimizer for query performance, indexing strategies, and schema design across PostgreSQL, MySQL, and…

anton-abyzov/specweave

11

34

ml-engineer Machine learning pipeline builder for end-to-end ML systems. Covers feature engineering, model training, evaluation, …

anton-abyzov/specweave

11

35

sw:validated-api Generate a validated REST API endpoint with automatic test execution

anton-abyzov/specweave

11

36

comment-analyzer Review code comments for accuracy and quality. Use when finding outdated comments or auditing documentation.

anton-abyzov/specweave

10

37

confluent-architect Confluent Cloud architecture - eCKU sizing, cluster linking, multi-region strategies, Schema Registry HA, ksqlDB, Str…

anton-abyzov/specweave

10

38

jira-multi-project-mapper Expert in mapping SpecWeave specs to multiple JIRA projects with intelligent project detection and cross-project coor…

anton-abyzov/specweave

10

39

kafka-devops Kafka DevOps and SRE specialist. Expert in infrastructure deployment, CI/CD, monitoring, incident response, capacity …

anton-abyzov/specweave

10

40

specweave-router DEPRECATED: This skill is obsolete as of v1.0.140+. Plugin detection is now handled by `detect-intent` command via th…

anton-abyzov/specweave

10

41

type-design-analyzer Analyze TypeScript type design quality. Use when reviewing types, checking invariants, or strengthening type safety.

anton-abyzov/specweave

10

42

ado-multi-project-mapper Map SpecWeave specs to multiple Azure DevOps projects with intelligent project detection. Use when configuring multi-…

anton-abyzov/specweave

9

43

ado-sync-judge LLM-as-Judge for verifying Azure DevOps sync correctness and conflict resolution. Use when validating bidirectional s…

anton-abyzov/specweave

9

44

github-task-splitter Expert agent for splitting SpecWeave tasks across multiple GitHub repositories based on microservice or multi-repo ar…

anton-abyzov/specweave

9

45

jira-manager JIRA integration specialist for SpecWeave increments with epic creation, bidirectional sync, and status updates. Use …

anton-abyzov/specweave

9

46

jira-sync-judge LLM Judge for verifying JIRA synchronization correctness and conflict resolution. Use when auditing sync results, val…

anton-abyzov/specweave

9

47

kubernetes-architect K8s architect generating manifests ONE SERVICE AT A TIME to prevent crashes. GitOps (ArgoCD/Flux), service mesh (Isti…

anton-abyzov/specweave

9

48

network-engineer Cloud network architect for VPC design, service mesh, zero-trust networking, load balancers, and CDN optimization. Us…

anton-abyzov/specweave

9

49

nodejs-backend Node.js/TypeScript backend developer for Express, Fastify, NestJS, and GraphQL. Use when building Node.js APIs, REST …

anton-abyzov/specweave

9

50

observability-engineer Observability architect - OpenTelemetry-first, Prometheus+Grafana stack, SLIs/SLOs, alert fatigue prevention. Use for…

anton-abyzov/specweave

9