llmintegration
LLM integration patterns for Claude, GPT, Gemini, and Ollama. Activate for AI API integration, prompt engineering, token management, extended thinking, and multi-model orchestration.
mongodb-atlas
MongoDB Atlas cloud database management including clusters, schemas, aggregation pipelines, and Prisma ORM integration. Activate for MongoDB queries, schema design, indexing, and Atlas administration.
nextjs
Next.js development including App Router, Server Components, API routes, and deployment. Activate for Next.js apps, SSR, SSG, and React Server Components.
prompt-caching
Prompt caching for Claude API to reduce latency by up to 85% and costs by up to 90%. Activate for cache_control, ephemeral caching, cache breakpoints, and performance optimization.
react
React development including hooks, components, state management, and modern patterns. Activate for React components, JSX, hooks, context, and frontend development.
redis
Redis caching, pub/sub, and data structures. Activate for Redis operations, caching strategies, session management, and message queuing.
restapi
REST API design, implementation, and best practices. Activate for API endpoints, HTTP methods, status codes, authentication, and API documentation.
scrape-docs
Scrape and extract documentation from a URL using Firecrawl. Use when you need to read external documentation.
scrum
Scrum methodology including sprints, ceremonies, backlog management, and agile practices. Activate for sprint planning, standups, retrospectives, and agile workflows.
streaming
Server-Sent Events (SSE) streaming for Claude API with support for text, tool use, and extended thinking. Activate for real-time responses, stream handling, and progressive output.
terraform
Terraform infrastructure as code including modules, state management, and cloud provisioning. Activate for tf files, IaC, infrastructure provisioning, and cloud resource management.
testing
Testing patterns including pytest, unittest, mocking, fixtures, and test-driven development with extended thinking integration. Activate for test writing, coverage analysis, TDD, hypothesis-driven development, and quality assurance tasks.
tool-use
Tool use patterns for Claude including schema design, tool_choice modes, result handling, parallel execution, error recovery, and extended thinking integration.
vectordb
Vector database operations for embeddings and semantic search. Activate for Pinecone, Weaviate, Chroma, pgvector, RAG, and similarity search.
vision-multimodal
Vision and multimodal capabilities for Claude including image analysis, PDF processing, and document understanding. Activate for image input, base64 encoding, multiple images, and visual analysis.
web-research
Deep web research using Perplexity and Firecrawl MCP servers. Use when researching technologies, APIs, best practices, or current information.
GitOps Patterns
ArgoCD ApplicationSets, progressive delivery, Harness GitX, and multi-cluster GitOps patterns
Harness API Operations
Comprehensive guide for Harness Platform API authentication, rate limiting, error handling, and endpoint operations
Pattern Extraction
Detect and extract patterns from codebases for template generation
Template Validation
Validate Cookiecutter templates, Terraform modules, and Harness pipelines
harness-code-integration
Harness Code repository workflows, triggers, PR pipelines, branch protection, and GitOps integration for AWS EKS deployments
harness-eks-deployments
AWS EKS deployment patterns via Harness CD - Native Helm, Kubernetes manifests, and GitOps strategies with rolling, canary, and blue-green deployments
harness-keycloak-auth
Keycloak OIDC integration with Harness pipelines, EKS IRSA, service account authentication, and realm-as-code patterns
fastapi-patterns
FastAPI best practices, Pydantic models, SQLAlchemy ORM, async patterns, dependency injection, and JWT authentication. Activate for FastAPI apps, async Python APIs, API design, and modern Python web services.
react-vite
React 18+ patterns with Vite bundler, TypeScript, hooks, component design, and state management. Activate for React apps, Vite configuration, TypeScript, frontend development, and modern React patterns.
clean-architecture
Clean Architecture and SOLID principles implementation including dependency injection, layer separation, domain-driven design, hexagonal architecture, and code quality patterns
code-review
Comprehensive code review knowledge including security, performance, accessibility, and quality standards across multiple languages and frameworks
Confluence Documentation Patterns
Guide for creating and managing technical documentation in Confluence with Jira integration.
harness-cd
Harness CD (Continuous Delivery) for Kubernetes, Helm, Terraform, ECS, and serverless deployments with GitOps, approval gates, rollback strategies, and multi-environment promotion
harness-ci
Harness CI (Continuous Integration) for container-native builds with test intelligence, caching, parallelization, and build infrastructure management
harness-mcp
Harness MCP (Model Context Protocol) server integration for AI-powered CD operations, pipeline management, Git repositories, pull requests, code review comments, and bidirectional Jira synchronization
harness-pipeline
Execute and monitor Harness pipelines with Jira integration
harness-platform
Harness Platform administration including delegates, RBAC, connectors, secrets, templates, policy as code (OPA), user management, audit logs, and governance
Jira Orchestration Workflow
This skill should be used when the user asks to "orchestrate jira", "work on issue", "complete jira ticket", "development workflow", "jira automation", "issue lifecycle", "work on story", "fix bug ticket", or needs guidance on coordinating development work through Jira with multi-agent orchestration patterns.
pr-workflow
Comprehensive knowledge for creating, managing, and merging pull requests with Jira integration, following best practices for code review, deployment, and team collaboration
reasoning
This skill should be used when the user asks to "reason through", "think step by step", "analyze systematically", "debug with hypotheses", "root cause analysis", "chain of thought", "tree of thought", "documentation lookup", or needs structured reasoning frameworks with mandatory documentation retrieval before analysis.
task-details
Enriches Jira tasks with comprehensive context, requirements analysis, and technical details through intelligent extraction, dependency mapping, and historical analysis
keycloak-admin
Keycloak administration including realm management, client configuration, OAuth 2.0 setup, user management with custom attributes, role and group management, theme deployment, and token configuration. Activate for Keycloak Admin API operations, authentication setup, and identity provider configuration.
flaskapi
Flask API development including blueprints, extensions, and REST patterns. Activate for Flask apps, Python web APIs, and lightweight API development.
gcp
Google Cloud Platform services including GKE, Cloud Run, Cloud Storage, BigQuery, and Pub/Sub. Activate for GCP infrastructure, Google Cloud deployment, and GCP integration.
k8s-image-audit
Audit K8s deployments for stale images, wrong pull policies, and volume issues. Use when debugging Helm deploy or image caching problems.
jira
Jira project management including issues, sprints, boards, and workflows. Activate for Jira tickets, sprint planning, backlog management, and Atlassian integration.
jira:work
Start working on a Jira issue with optimized tiered orchestration. Begins with intelligent question-gathering to ensure complete understanding before implementation.
jira:triage
Triage and analyze Jira issues. Use when the user wants to "triage issues", "analyze backlog", "assess tickets", or "jira triage".
jira:sync
Sync local changes with Jira issue. Use when the user wants to "sync to jira", "update jira", "push progress", or "sync status".
jira:status
Check status of current Jira work session. Use when the user asks "what's the status", "show progress", "current work", or "jira status".
jira:review
Review code changes for Jira issue. Use when the user wants to "review code", "code review", "jira review", or "check implementation".
jira:prepare
Prepare a Jira task with enrichment and subtask creation. Use when the user wants to "prepare task", "enrich issue", "create subtasks", or "prepare for development".
jira:pr
Create pull request linked to Jira issue. Use when the user wants to "create PR", "open pull request", "submit for review", or "jira pr".
jira:commit
Create smart commit linked to Jira issue. Use when the user wants to "commit", "smart commit", "jira commit", or "commit changes".
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