Implement static code analysis with linters, formatters, and security scanners to catch bugs early. Use when enforcing code standards, detecting security vulnerabilities, or automating code review.
Language-specific code style guidelines. Use when writing TypeScript, Python, Go, JavaScript, or HTML/CSS code to ensure consistent, idiomatic, and maintainable code following best practices.
Validate quality before completing tasks. Performs verification checks, testing, and quality assurance before marking work complete.
Album release coordination, QA, distribution, platform uploads
Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi-step workflows, iterative...
Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability,...
Search real-world code examples from over a million public GitHub repositories. Use when finding code patterns, implementation examples, or how libraries are used in practice. Triggers on "find...
OPC Architecture Understanding
Choose the right search tool for each query type
Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)
Test-driven development workflow with philosophy guide - plan β write tests β implement β validate
QLTY During Development
Wiring Verification
Workflow orchestrator that chains existing skills for feature development
Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available
LLM Tuning Patterns
External research workflow for docs, web, APIs - NOT codebase exploration
Automated browser-based document search and retrieval from free public sources
Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".