anton-abyzov/specweave

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jira-mapper Expert in mapping SpecWeave increments to JIRA structure (Increment → Epic + Stories + Subtasks) with bidirectional s…

anton-abyzov/specweave

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jira-sync Sync guidance for SpecWeave increments with JIRA epics/stories (content SpecWeave→JIRA, status JIRA→SpecWeave). Use w…

anton-abyzov/specweave

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metro-bundler Metro bundler configuration, optimization, and troubleshooting. Use for bundle errors, "unable to resolve module", or…

anton-abyzov/specweave

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ml-pipeline-orchestrator Orchestrates complete machine learning pipelines within SpecWeave increments. Activates when users request "ML pipeli…

anton-abyzov/specweave

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model-explainer Model interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots. Activat…

anton-abyzov/specweave

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plugin-development Claude Code plugin development - plugin structure, slash commands, skills, sub-agents, YAML frontmatter. Use when cre…

anton-abyzov/specweave

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preview Documentation view expert for Docusaurus integration. Launches interactive server for SpecWeave living documentation …

anton-abyzov/specweave

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release-coordinator Multi-repo release coordination - dependency management, release waves, RC lifecycle (alpha/beta/rc), brownfield dete…

anton-abyzov/specweave

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security-patterns Real-time security pattern detector based on Anthropic's official security-guidance plugin. Use proactively when writ…

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test-aware-planner Generate tasks.md with embedded test plans in BDD format, one user story at a time to prevent crashes. Use for test-f…

anton-abyzov/specweave

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time-series-forecaster Time series forecasting with ARIMA, Prophet, LSTM, and statistical methods. Activates for "time series", "forecasting…

anton-abyzov/specweave

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version-aligner Multi-repo version alignment - lockstep/independent/umbrella strategies, semver constraints, version conflict detecti…

anton-abyzov/specweave

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ado-resource-validator Validates Azure DevOps projects, area paths, and teams exist with auto-creation of missing resources. Use when settin…

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archive-increments Intelligent increment archiving expert that analyzes age, status, and activity to recommend archiving. Use when works…

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automl-optimizer Automated machine learning with hyperparameter optimization using Optuna, Hyperopt, or AutoML libraries. Activates fo…

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billing-automation Automated billing systems for SaaS subscription management, invoicing, and payment recovery. Use when implementing re…

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code-reviewer Elite code review expert for quality, security, and maintainability analysis with AI-assisted review techniques. Use …

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cost-optimization FinOps expert for AWS/Azure/GCP cost optimization - right-sizing, reserved instances, savings plans, spot instances. …

anton-abyzov/specweave

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cv-pipeline-builder Computer vision ML pipelines for image classification, object detection, semantic segmentation, and image generation.…

anton-abyzov/specweave

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deploy-router Deployment platform router - Vercel vs Cloudflare vs GitHub Pages. Analyzes framework, SEO needs, repo visibility. Us…

anton-abyzov/specweave

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detector Detects SpecWeave context and provides workflow documentation for available commands. Use when learning SpecWeave com…

anton-abyzov/specweave

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e2e-playwright Playwright end-to-end testing expert. Use when writing E2E tests, browser automation, or debugging flaky tests.

anton-abyzov/specweave

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export-skills Export SpecWeave skills to Agent Skills open standard format (agentskills.io) for cross-platform portability. Use whe…

anton-abyzov/specweave

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external-sync-wizard Expert guide for setting up bidirectional sync between SpecWeave and GitHub Issues, JIRA, or Azure DevOps. Use when c…

anton-abyzov/specweave

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framework Expert on SpecWeave framework structure, rules, and spec-driven development conventions. Use when learning SpecWeave …

anton-abyzov/specweave

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frontend-design Frontend design expert for polished, production-ready UIs with distinctive visual characteristics and micro-interacti…

anton-abyzov/specweave

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increment-work-router Smart work continuation system that detects implementation intent and routes appropriately. Use when saying "implemen…

anton-abyzov/specweave

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infrastructure Infrastructure-as-Code specialist for Terraform, AWS, Azure, and serverless architectures. Use when setting up cloud …

anton-abyzov/specweave

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kafka-iac-deployment Terraform deployment expert for Apache Kafka, AWS MSK, and Azure Event Hubs. Use when provisioning Kafka infrastructu…

anton-abyzov/specweave

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kafka-mcp-integration MCP server integration for Kafka operations with Claude Desktop and SpecWeave. Use when configuring Kafka MCP servers…

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kafka-observability Kafka monitoring and observability expert for Prometheus, Grafana, and JMX metrics. Use when setting up Kafka monitor…

anton-abyzov/specweave

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pci-compliance PCI DSS compliance expert for secure payment card handling and audit preparation. Use when implementing card tokeniza…

anton-abyzov/specweave

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performance Performance engineering for web applications, databases, and distributed systems optimization. Use for analyzing bott…

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performance-optimization React Native performance with Hermes V1, FlashList, expo-image v2, concurrent rendering. Use for slow app, memory lea…

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pm-closure-validation Expert PM validation for increment closure with 3-gate quality checks (tasks, tests, documentation). Use before /sw:d…

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progress-sync Comprehensive progress synchronization expert for multi-system sync (tasks.md → living docs → GitHub/JIRA/ADO). Use w…

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security Security engineer for vulnerability assessment, penetration testing guidance, and secure code review. Use for OWASP T…

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serverless-recommender Serverless platform selection expert for AWS Lambda, Azure Functions, GCP Cloud Functions, and Firebase. Use when cho…

anton-abyzov/specweave

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smart-reopen-detector Detects when user reports issues with recently completed work and suggests reopening relevant tasks or increments. Us…

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visual-regression Visual regression testing expert. Use when implementing visual testing, detecting CSS regressions, or managing screen…

anton-abyzov/specweave

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anomaly-detector Anomaly and outlier detection using Isolation Forest, One-Class SVM, autoencoders, and statistical methods. Activates…

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architect System architect for scalable, maintainable technical designs and architectural decisions. Use when designing system …

anton-abyzov/specweave

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claude-sdk Claude Code SDK - tools (Read, Write, Edit, Bash), agent tools (Task, Skill), hooks, and MCP integration. Use for Cla…

anton-abyzov/specweave

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device-testing React Native testing with Jest, Detox E2E, and React Native Testing Library. Use for mobile test strategies or native…

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docs-writer Technical documentation writer for clear, comprehensive docs with incremental generation to prevent crashes. Use when…

anton-abyzov/specweave

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experiment-tracker Manages ML experiment tracking with MLflow, Weights & Biases, or SpecWeave's built-in tracking. Activates for "track …

anton-abyzov/specweave

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feature-engineer Comprehensive feature engineering for ML pipelines: data quality assessment, feature creation, selection, transformat…

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hetzner-provisioner Provisions infrastructure on Hetzner Cloud with Terraform/Pulumi. Generates IaC code for CX11/CX21/CX31 instances, ma…

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increment-quality-judge-v2 AI-powered quality assessment using LLM-as-Judge pattern with BMAD risk scoring and formal gate decisions. Use for ev…

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kafka-architect Apache Kafka architecture expert for event-driven systems, cluster design, partition strategies, consumer groups, and…

anton-abyzov/specweave

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