GitHub
devops
World-class DevOps engineering - cloud architecture, CI/CD pipelines, infrastructure as code, and the battle scars from keeping production running at 3amUse when "devops, infrastructure, deployment, ci/cd, dock...
☆ 29View skill
Databases AI Skills
Discover Databases skills, compare source repositories and read the instructions for each workflow.
Categories: Databases
Databases Clear filters
Browse skills
GitHub
digital-twin
Build and maintain digital twins - virtual representations of physical systems that synchronize with real-world counterparts for monitoring, prediction, and optimization. Use when "digital twin, virtual model,...
☆ 29View skill
GitHub
chaos-engineer
Resilience testing specialist for failure injection, game day planning, and building confidence in system reliabilityUse when "chaos engineering, resilience testing, failure injection, game day, fault tolerance...
☆ 29View skill
GitHub
disaster-recovery
Use when designing disaster recovery strategies, defining RPO/RTO targets, implementing failover mechanisms, or conducting chaos engineering tests - covers active-active, pilot light, and backup strategiesUse w...
☆ 29View skill
GitHub
azure-functions
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming m...
☆ 29View skill
GitHub
go-services
Go is the language of infrastructure. From Docker to Kubernetes to the entire cloud-native ecosystem, Go powers the systems that run the internet. It's not about what you can build - it's about what you won't b...
☆ 29View skill
GitHub
sox-compliance
Use when implementing Sarbanes-Oxley compliance, internal controls, audit trails, segregation of duties, or continuous monitoring - covers COSO framework and IT general controlsUse when ", " mentioned.
☆ 29View skill
GitHub
enterprise-architecture
Use when designing enterprise systems, applying TOGAF framework, creating capability maps, implementing domain-driven design, or planning technology transformations - covers ADM phases, architecture domains, an...
☆ 29View skill
GitHub
error-handling
Expert at building resilient applications through proper error handling. Covers Result types, error boundaries, try-catch patterns, typed errors, and graceful degradation. Use when "error handling, try catch, e...
☆ 29View skill
GitHub
ros2-robotics
Patterns for developing robotics applications with ROS2 (Robot Operating System 2). Covers nodes, topics, services, actions, launch files, lifecycle management, real-time considerations, and common pitfalls. Us...
☆ 29View skill
GitHub
event-architect
Event sourcing and CQRS expert for AI memory systemsUse when "event sourcing, event store, cqrs, nats jetstream, kafka events, event projection, replay events, event schema, event-sourcing, cqrs, nats, kafka, p...
☆ 29View skill
GitHub
discrete-event-simulation
Design and implement discrete event simulations (DES) for systems where state changes occur at discrete time points: queues, manufacturing, logistics, networks. Use when "discrete event, DES simulation, queuing...
☆ 29View skill
GitHub
system-designer
Software architecture and system design - scalability patterns, reliability engineering, and the art of making technical trade-offs that survive productionUse when "system design, architecture, scalability, how...
☆ 29View skill
GitHub
git-workflow
Git branching strategies, commit conventions, merge strategies, conflict resolution. Use when managing branches, creating commits, or resolving conflicts.
☆ 29View skill
GitHub
tdd-workflow
TDD workflow skill: complete guide to test-driven development. Use when writing new features, fixing bugs, or refactoring code. Enforces test-first methodology with 80%+ coverage.
☆ 29View skill
GitHub
brownfield-analyzer
Analyzes existing brownfield projects to map documentation structure to SpecWeave's PRD/HLD/Spec/Runbook pattern. Scans folders, classifies documents, detects external tools (Jira, ADO, GitHub), and creates pro...
☆ 28View skill
GitHub
model-evaluator
Comprehensive ML model evaluation with multiple metrics, cross-validation, and statistical testing. Activates for "evaluate model", "model metrics", "model performance", "compare models", "validation metrics",...
☆ 28View skill
GitHub
increment-quality-judge-v2
Enhanced AI-powered quality assessment with RISK SCORING (BMAD pattern) and quality gate decisions. Evaluates specifications, plans, and tests for clarity, testability, completeness, feasibility, maintainabilit...
☆ 28View skill
GitHub
ado-resource-validator
Validates Azure DevOps projects and resources exist, creates missing resources automatically. Smart enough to prompt user to select existing or create new projects. Supports multiple projects for project-per-te...
☆ 28View skill
GitHub
tech-lead
Technical Lead that implements code ONE FILE AT A TIME to prevent crashes. Handles code review, best practices, mentorship, implementation planning. **CRITICAL CHUNKING RULE - Large implementations (auth system...
☆ 28View skill
GitHub
github-issue-standard
Standard format for ALL GitHub issues created by SpecWeave. Ensures checkable acceptance criteria, task connections, working links, and consistent metadata. Activates for create GitHub issue, sync to GitHub, fo...
☆ 28View skill
GitHub
github-multi-project
Expert at organizing specs and splitting tasks across multiple GitHub repositories. Handles monorepo, polyrepo, and parent repo architectures. Activates for multi-project GitHub setups, task splitting, spec org...
☆ 28View skill
GitHub
context-loader
Explains how SpecWeave achieves context efficiency through Claude's native progressive disclosure mechanism and sub-agent parallelization. Skills load only when relevant, sub-agents isolate context. Activates w...
☆ 28View skill
GitHub
marketplace-publishing
Expert Claude Code marketplace publishing covering npm publishing, GitHub releases, semantic versioning, plugin packaging, README documentation, CHANGELOG management, marketplace submission, and plugin distribu...
☆ 28View skill
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.