Run a second-model quality gate on staged changes, a skill draft, or any generated output. A cheaper, independent model reviews the primary output for correctness, safety, and…
Track progress with timestamps, git status, and todo list updates in current session
Scan codebase for TODO comments and create professional GitHub issues with context
Design and implement Retrieval-Augmented Generation systems — chunking strategy, embedding selection, vector store setup, retrieval pipeline, re-ranking, and evaluation
Performance profiling and bottleneck detection for Node.js, Python, and browser apps
Organize and synchronize session directory structure based on project architecture
Mutation testing workflow. Systematically mutates source code to verify tests actually catch bugs. Multi-session with progress tracking.
Define behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis, and benchmark-production gap detection
Always-on ambient skill that captures decisions, patterns, entity mentions, and original thinking from the current conversation and writes them to agent memory.
Remove AI-generated writing patterns from documents — detects filler openers, hedge phrases, cliché transitions, AI vocabulary, and overused intensifiers, then rewrites them to…
Surface architectural deepening opportunities — find shallow modules and refactor them into deep ones using precise vocabulary (module, seam, adapter, depth, leverage, locality).
Apply Domain-Driven Design — identify bounded contexts, model aggregates and value objects, map context relationships, and generate implementation scaffolding
Use this skill when entering a new or legacy project for the first time, to scan and localize global skills for project-specific conventions.
Detect and fix testing anti-patterns for better test quality
Generate mock data and test fixtures from schemas
Generate OpenAPI/Swagger documentation from code analysis
Connect to external tools via MCP (GitHub, databases, APIs)
Database schema validation and drift detection across environments
Proactive problem identification through code analysis and pattern detection
Clean obvious and redundant comments from code
Improve variable and function naming with semantic analysis
Webpack/Vite/esbuild configuration optimization for build performance
Generate TypeScript types and client SDKs from OpenAPI specs
List all past development sessions with summaries and timestamps
Async testing patterns with race condition and timing issue detection
OWASP Top 10 vulnerability scanning and remediation
Browser automation workflows with Playwright MCP integration
Convert Postman collections to automated tests with environment preservation
View active session status with progress and context information
Show help for the session management system and available commands