Discover devops cicd skills, compare source repositories and read the instructions for each workflow.
Detects multi-repo architecture from user prompts and guides setup. Activates for: multiple repos, 3 repos, frontend repo, backend repo, shared library repo, monorepo services, microservices, separate repos, FE...
Bidirectional synchronization between SpecWeave increments and Azure DevOps work items (two-way sync by default). Activates ONLY when user asks questions about Azure DevOps integration or needs help configuring...
Task-level GitHub issue tracking for SpecWeave increments. Provides fine-grained progress tracking via issue comments, task checklists, and labels. Enables team collaboration on individual tasks. Activates for...
Coordinates multi-repository releases with dependency management, release order orchestration, and cross-repo validation. Handles coordinated releases (lockstep versioning), independent releases, and umbrella v...
Expert in bidirectional conversion between SpecWeave increments and Azure DevOps (ADO) Epics/Features/User Stories/Tasks. Handles export (increment → ADO), import (ADO → increment), and bidirectional sync with...
Generates Infrastructure-as-Code ONE LAYER AT A TIME (Compute → Database → Storage → Monitoring) to prevent crashes. Creates Terraform configurations, tfvars, deployment instructions for AWS Lambda, Azure Funct...
Comprehensive progress synchronization expert. Explains when and how to use /sw:sync-progress for multi-system sync (tasks → docs → external tools). AUTO-CREATES missing external issues. Activates for sync prog...
Expert in analyzing and recommending release strategies for software projects. Detects existing release patterns in brownfield projects (git tags, CI/CD workflows, changelogs, version files). Suggests optimal s...
Design DAG-based MLOps pipeline architectures with Airflow, Dagster, Kubeflow, or Prefect. Activates for DAG orchestration, workflow automation, pipeline design patterns, CI/CD for ML. Use for platform-agnostic...
Code review expert for security vulnerabilities, performance, and best practices. Activates for review code, code review, security review, PR review, pull request review, check my code, code quality, vulnerabil...
Two-way synchronization between SpecWeave specs and GitHub Projects (push & pull by default). Activates ONLY when user asks questions about GitHub integration or needs help configuring GitHub sync. Does NOT act...
Validates Jira projects and boards exist, creates missing resources automatically. Smart enough to prompt user to select existing or create new projects. For boards, accepts either IDs (validates existence) or...
QA Lead that creates test suites ONE FILE AT A TIME to prevent crashes. Handles test plans, test cases, testing strategies, quality gates. **CRITICAL CHUNKING RULE - Large test suites (15 files) done incrementa...
Sync SpecWeave increments with JIRA epics/stories. Content flows SpecWeave→JIRA, status flows JIRA→SpecWeave. Activates ONLY when user asks questions about JIRA integration or needs help configuring JIRA sync....
Expert PM validation for increment closure with 3-gate quality checks (tasks, tests, documentation). Acts as final quality gate before closing increments. Validates task completion, test coverage, documentation...
Expert guide for setting up bidirectional synchronization between SpecWeave and external tools (GitHub Issues, Jira Epics, Azure DevOps Work Items). Provides interactive setup wizards with sync direction option...
Creates comprehensive implementation plans for ANY type of SpecWeave increment (feature, hotfix, bug, change-request, refactor, experiment). Supports all work types from features to bug investigations to POCs....
Aligns versions across multiple repositories according to release strategy (lockstep, independent, umbrella). Handles semantic versioning constraints, detects version conflicts, suggests version bumps based on...
Test-Aware Planning agent that generates tasks.md **ONE USER STORY AT A TIME** with embedded test plans. **CRITICAL CHUNKING RULE - Prevents crashes.** Activates for test planning, task generation with tests, B...
Infrastructure as Code (IaC) deployment expert for Apache Kafka. Guides Terraform deployments across Apache Kafka (KRaft mode), AWS MSK, Azure Event Hubs. Activates for terraform, iac, infrastructure as code, d...
Manages Release Candidate (RC) workflows including pre-release tagging, RC lifecycle (alpha/beta/rc), testing validation, RC promotion to production, rollback procedures, and channel-based releases. Handles RC...
Smart deployment platform router for Vercel vs Cloudflare vs GitHub Pages. Analyzes project structure, framework, SEO needs, runtime requirements, AND repository visibility (private/public). Routes to Cloudflar...
Multi-agent orchestration system that coordinates specialized agents (PM, Architect, DevOps, QA, Tech Lead, Security) to work together on complex tasks. Implements hierarchical orchestrator-worker pattern. Acti...
Kubernetes deployment expert for Apache Kafka. Guides K8s deployments using Helm charts, operators (Strimzi, Confluent), StatefulSets, and production best practices. Activates for kubernetes, k8s, helm, kafka o...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.