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home / skills / anton-abyzov / specweave
anton-abyzov/specweave
Autonomous AI Development Framework. Build production software with specs, tests, and docs that write themselves. Works with Claude, Cursor, Copilot.
171 skills
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grafana-dashboards
anton-abyzov/specweave
29
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.
k8s-manifest-generator
anton-abyzov/specweave
29
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
comment-analyzer
anton-abyzov/specweave
29
This skill audits code comments for accuracy, completeness, and long-term value, flagging outdated or misleading notes and suggesting concrete improvements.
confluent-schema-registry
anton-abyzov/specweave
29
This skill helps you manage Confluent Schema Registry for Avro, Protobuf, and JSON Schema, guiding evolution, compatibility, and validation.
detector
anton-abyzov/specweave
29
This skill explains SpecWeave slash commands and guides you through learning workflows to accelerate mastery and productive usage.
diagrams-architect
anton-abyzov/specweave
29
This skill creates C4-compliant Mermaid diagrams for system context, container, component, and sequence flows to visualize architecture.
frontend-architect
anton-abyzov/specweave
29
This skill helps you architect scalable frontend systems with React, Next.js, and Vue using Atomic Design and robust state, routing, and performance patterns.
github-multi-project
anton-abyzov/specweave
29
This skill helps you coordinate spec work across multiple GitHub repositories, splitting tasks, tracing dependencies, and aligning teams in monorepo, polyrepo,
mobile-architect
anton-abyzov/specweave
29
This skill helps you architect scalable React Native and Expo apps using New Architecture, modern React features, and offline-first patterns.
progress-sync
anton-abyzov/specweave
29
This skill orchestrates end-to-end progress synchronization across tasks, specs, living docs, and external tools, auto-creating missing issues for complete
unit-testing-expert
anton-abyzov/specweave
29
This skill helps you write robust Vitest and Jest tests with clear patterns, mocks, and coverage strategies.
deploy-router
anton-abyzov/specweave
29
This skill helps you decide where to deploy by analyzing project type, repo visibility, and SEO needs across Vercel, Cloudflare, and GitHub Pages.
gitops-workflow
anton-abyzov/specweave
29
Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.
slo-implementation
anton-abyzov/specweave
29
Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.
spec-generator
anton-abyzov/specweave
29
This skill automatically generates comprehensive spec, plan, tasks, and tests for SpecWeave increments, turning ideas into actionable, well-structured
cloud-pricing
anton-abyzov/specweave
29
This skill helps you compare cloud pricing across AWS, Azure, and GCP with up-to-date 2025 data and cost-saving guidance.
preview
anton-abyzov/specweave
29
This skill launches and manages a zero-config Docusaurus docs server for SpecWeave projects, enabling hot reload, auto-generated sidebars, and Mermaid diagrams.
jira-manager
anton-abyzov/specweave
29
This skill helps manage Jira workflows by creating epics, syncing issues bidirectionally, and updating statuses across projects.
expo-workflow
anton-abyzov/specweave
29
This skill provides expert guidance on Expo SDK 54+ workflows, EAS Build/Update, and Expo Router v6 for efficient mobile development.
data-scientist
anton-abyzov/specweave
29
This skill helps you design and analyze experiments, forecast trends, and optimize business outcomes through robust statistical modeling and data analytics.
github-task-splitter
anton-abyzov/specweave
29
This skill helps split SpecWeave tasks across multiple GitHub repositories by mapping microservices and cross-repo dependencies.
code-standards-detective
anton-abyzov/specweave
29
This skill uncovers real coding standards in a TypeScript codebase using evidence, statistics, and concrete examples to guide improvements.
framework
anton-abyzov/specweave
29
This skill provides expert guidance on SpecWeave framework structure, increment lifecycle, and living docs to optimize spec-driven development.
translator
anton-abyzov/specweave
29
This skill performs in-session, zero-cost translation of SpecWeave content across CLI messages, templates, and living docs while preserving structure.
distributed-tracing
anton-abyzov/specweave
29
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.
umbrella-repo-detector
anton-abyzov/specweave
29
This skill detects multi-repo architectures from prompts and guides umbrella setup to streamline coordinating FE, BE, and shared codebases.
nextjs
anton-abyzov/specweave
29
This skill helps you build high-performance Next.js 14+ apps by leveraging App Router, Server Components, and advanced data fetching and caching strategies.
helm-chart-scaffolding
anton-abyzov/specweave
29
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
k8s-security-policies
anton-abyzov/specweave
29
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
prometheus-configuration
anton-abyzov/specweave
29
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
brownfield-onboarder
anton-abyzov/specweave
29
This skill intelligently merge existing CLAUDE.md backups into SpecWeave structure, distributing content to appropriate folders while preserving a concise main
lsp
anton-abyzov/specweave
29
This skill enables precise code navigation using SpecWeave's lsp commands to find definitions, references, and symbols in your TypeScript projects.
reflective-reviewer
anton-abyzov/specweave
29
This skill analyzes completed work for security, quality, and testing gaps, delivering actionable improvements and specific file references.
serverless-recommender
anton-abyzov/specweave
29
This skill helps you choose the optimal serverless platform based on context, workload, and cost, accelerating decision making.
service-connect
anton-abyzov/specweave
29
This skill automatically selects the best connection path (MCP REST SDK CLI Direct) to external services, reducing failures and setup time.
update-instructions
anton-abyzov/specweave
29
This skill smart-merges CLAUDE.md and AGENTS.md by preserving user content while updating SpecWeave sections after refreshes or upgrades.
code-explorer
anton-abyzov/specweave
29
This skill analyzes a TypeScript codebase to discover features, trace data flow, and map dependencies from UI to database.
performance-engineer
anton-abyzov/specweave
29
This skill helps optimize application performance via distributed tracing, load testing, caching, and Core Web Vitals improvements.
jira-sync-judge
anton-abyzov/specweave
29
This skill validates JIRA synchronization correctness and resolves conflicts by ensuring external tool status wins and proper lifecycle increments.
native-modules
anton-abyzov/specweave
29
This skill helps you integrate React Native native modules using the New Architecture, Turbo Modules, JSI, and Codegen for fast, type-safe JS-to-native
marketplace-publishing
anton-abyzov/specweave
29
This skill guides publishing Claude Code plugins to npm, GitHub, and marketplace, incorporating semantic versioning, docs, and licensing for smooth releases.
qa-engineer
anton-abyzov/specweave
29
This skill helps you design, implement, and maintain robust tests and automation strategies to improve coverage and reliability.
ado-multi-project
anton-abyzov/specweave
29
This skill organizes specs across multiple Azure DevOps projects with intelligent mapping and automatic folder structure to streamline cross-project
tech-lead
anton-abyzov/specweave
29
This skill helps you review code, plan implementations, and enforce SOLID principles to improve maintainability and reduce technical debt.
ado-multi-project-mapper
anton-abyzov/specweave
29
This skill maps SpecWeave specs to multiple Azure DevOps projects with intelligent detection to streamline multi-project bidirectional synchronization.
ado-resource-validator
anton-abyzov/specweave
29
This skill validates Azure DevOps resources and auto-creates missing items, keeps .env configuration accurate, and supports multiple resource strategies.
hetzner-provisioner
anton-abyzov/specweave
29
This skill provisions Hetzner Cloud infrastructure using Terraform or Pulumi, generating cost-effective IaC for CX11/CX21/CX31 with Docker, SSL, and CI/CD.
ado-sync-judge
anton-abyzov/specweave
29
This skill verifies Azure DevOps bidirectional sync correctness and conflict resolution, ensuring external tool status wins and lifecycle rules are enforced.
architect
anton-abyzov/specweave
29
This skill acts as a system architect to craft scalable, maintainable designs, ADRs, and diagrams that guide robust infrastructure decisions.
archive-increments
anton-abyzov/specweave
29
This skill helps you prune and organize workspace increments by auto-archiving stale items using the 10-10-10 rule.
automl-optimizer
anton-abyzov/specweave
29
This skill automates hyperparameter tuning and model selection with AutoML workflows, delivering reproducible experiments and optimized configurations.
brownfield-analyzer
anton-abyzov/specweave
29
This skill analyzes brownfield projects and maps docs to SpecWeave structure, guiding migration from legacy docs to PRD, HLD, Spec, and Runbook.
browser-automation
anton-abyzov/specweave
29
This skill automates browser tasks such as data extraction, form filling, and screenshot capture using Playwright, Puppeteer, and Selenium.
claude-sdk
anton-abyzov/specweave
29
This skill provides expert guidance and practical commands for Claude Code SDK extension development, enabling file operations, searches, and MCP integration.
code-standards-analyzer
anton-abyzov/specweave
29
This skill analyzes a codebase to document and maintain coding standards reflecting actual practices, enabling onboarding and living documentation.
compliance-architecture
anton-abyzov/specweave
29
This skill helps you design and validate enterprise compliance architectures across SOC 2, HIPAA, GDPR, and PCI-DSS for regulated systems.
confluent-architect
anton-abyzov/specweave
29
This skill guides Confluent Cloud architecture decisions, sizing eCKU, cluster linking, multi-region strategies, and Schema Registry HA for resilient streams.
context-loader
anton-abyzov/specweave
29
This skill explains how SpecWeave achieves context efficiency using Claude's progressive disclosure and sub-agent parallelization to scale with large projects.
cost-optimization
anton-abyzov/specweave
29
This skill helps you reduce cloud spend across AWS, Azure, and GCP by applying FinOps strategies like right-sizing, reservations, and cost governance.
time-series-forecaster
anton-abyzov/specweave
29
This skill enables robust time series forecasting using ARIMA, Prophet, and LSTM with uncertainty estimates and seasonality analysis.
data-visualizer
anton-abyzov/specweave
29
This skill automates publication-quality data visualizations for EDA, model performance, and business reports, streamlining insight delivery across increments.
diagrams-generator
anton-abyzov/specweave
29
This skill acts as a coordinator that detects diagram requests and delegates diagram generation to the diagrams-architect agent for rendering.
docs-updater
anton-abyzov/specweave
29
This skill automatically syncs implementation progress to living documentation, updating drafts to complete, linking increments, and aligning specs with code.
docusaurus
anton-abyzov/specweave
29
This skill helps you configure, customize, and deploy Docusaurus 3.x sites with MDX, versioning, i18n, and plugins for docs.
e2e-playwright
anton-abyzov/specweave
29
This skill helps you write, debug, and optimize end-to-end tests with Playwright across browsers, using POM, fixtures, API testing, and visual checks.
experiment-tracker
anton-abyzov/specweave
29
This skill helps you track and compare ML experiments across backends, preserving reproducibility and knowledge in living docs.
feature-engineer
anton-abyzov/specweave
29
This skill optimizes ML feature engineering pipelines by automating data quality checks, feature creation, selection, transformation, and validation for
external-sync-wizard
anton-abyzov/specweave
29
This skill helps you configure reliable bidirectional sync between SpecWeave and GitHub Issues, Jira, or Azure DevOps, covering setup, mapping, and
frontend
anton-abyzov/specweave
29
This skill helps you build modern frontend apps with React, Vue, and TypeScript, delivering accessible, performant UI components and scalable state management.
github-issue-standard
anton-abyzov/specweave
29
This skill enforces the universal GitHub issue format, validating titles, links, acceptance criteria, and metadata to ensure consistency across projects.
github-issue-tracker
anton-abyzov/specweave
29
This skill tracks fine-grained GitHub tasks with per-task checklists, comments, and labels to improve progress visibility and team collaboration.
increment-planner
anton-abyzov/specweave
29
This skill plans and generates SpecWeave increments with PM and Architect collaboration, creating spec.md, plan.md, and tasks.md with ACs and living docs.
increment-quality-judge-v2
anton-abyzov/specweave
29
This skill assesses increment quality using LLM-as-Judge with BMAD risk scoring and formal PASS/CONCERNS/FAIL gates, delivering actionable recommendations.
increment-work-router
anton-abyzov/specweave
29
This skill intelligently routes implementation requests to active increments or creates new ones, optimizing execution with TDD-aware guidance.
jira-mapper
anton-abyzov/specweave
29
This skill maps SpecWeave increments to JIRA structure with bidirectional sync, ensuring traceability and accurate export import.
jira-resource-validator
anton-abyzov/specweave
29
This skill validates Jira projects and boards, auto-creates missing resources, and updates .env to ensure seamless Jira integration.
jira-multi-project-mapper
anton-abyzov/specweave
29
This skill maps SpecWeave specs to multiple JIRA projects with intelligent detection and bidirectional sync across teams.
jira-sync
anton-abyzov/specweave
29
This skill provides guidance on configuring and troubleshooting JIRA sync for SpecWeave, including credentials, prerequisites, and workflow directions.
kafka-cli-tools
anton-abyzov/specweave
29
This skill helps you manage Kafka with command line tools like kcat, kafkactl, kaf, and kcli for producing, consuming, and admin tasks.
kafka-devops
anton-abyzov/specweave
29
This skill helps you deploy, monitor, and optimize Kafka infrastructure with best practices for CI/CD, incident response, and capacity planning.
kubernetes-architect
anton-abyzov/specweave
29
This skill acts as a Kubernetes architect generating one service manifest at a time to ensure stability while applying GitOps, service mesh, and cloud patterns.
living-docs-navigator
anton-abyzov/specweave
29
This skill helps you load and navigate project living documentation from .specweave/docs/internal to gain context for features, ADRs, and architecture
metro-bundler
anton-abyzov/specweave
29
This skill helps optimize React Native Metro bundler setup and troubleshoot module resolution, caching, and performance issues across monorepos.
ml-deployment-helper
anton-abyzov/specweave
29
This skill streamlines production deployment of ML models by automating APIs, containers, monitoring, and A/B testing for reliable, scalable AI systems.
ml-engineer
anton-abyzov/specweave
29
This skill helps build and optimize ML pipelines by enforcing best practices, experiment tracking, cross-validation, and explainability throughout stages.
mlops-dag-builder
anton-abyzov/specweave
29
This skill guides design of DAG-based MLOps pipelines with Airflow, Dagster, Kubeflow, or Prefect for scalable, platform-agnostic workflows.
mlops-engineer
anton-abyzov/specweave
29
This skill helps automate ML pipelines, experiment tracking, and deployment workflows, enabling scalable MLOps across cloud platforms with reliable monitoring.
model-evaluator
anton-abyzov/specweave
29
This skill evaluates ML models across multiple metrics, generates comprehensive reports with visualizations, and highlights statistical significance to inform
model-explainer
anton-abyzov/specweave
29
This skill explains model predictions and importance using SHAP, LIME, and feature analyses to boost trust, debugging, and compliance.
model-registry
anton-abyzov/specweave
29
This skill helps you manage ML model lifecycles with a centralized registry for versioning, staging, rollback, and lineage across Dev, Staging, and Prod.
multi-project-spec-mapper
anton-abyzov/specweave
29
This skill automatically maps user stories to FE, BE, MOBILE, and INFRA projects and splits specs into project folders.
n8n-kafka-workflows
anton-abyzov/specweave
29
This skill helps you connect n8n with Kafka for event-driven workflows, enabling reliable triggers, producers, error handling, and no-code integration.
nlp-pipeline-builder
anton-abyzov/specweave
29
This skill helps you build and optimize production NLP pipelines with transformers for classification, NER, sentiment, and generation.
observability-engineer
anton-abyzov/specweave
29
This skill helps you design and deploy observability pipelines with OpenTelemetry, Prometheus, and Grafana to improve monitoring, tracing, and alerting.
paypal-integration
anton-abyzov/specweave
29
This skill streamlines PayPal integration across checkout, subscriptions, and IPN handling, delivering reliable payment flows and refund workflows for apps.
performance
anton-abyzov/specweave
29
This skill helps you identify and fix bottlenecks in web apps, databases, and distributed systems through profiling, caching, and Core Web Vitals optimization.
performance-optimization
anton-abyzov/specweave
29
This skill helps optimize React Native performance with Hermes, FlashList, and expo-image, reducing FPS drops and memory leaks.
plugin-development
anton-abyzov/specweave
29
This skill guides you in building production-ready Claude Code plugins with proper structure, YAML frontmatter, and robust commands and agents.