Quality

Analytical Method Validation plans and evaluates validation, verification, and transfer of analytical procedures under ICH Q2(R2), Q14, USP <1225>, CLSI EP, and ISO/IEC 17025. Use it for HPLC, LC-MS/MS, GC, qPCR, and ligand binding assays.

Clinical Decision Support Research prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use it for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation.

E2E Coding helps generate end-to-end test code in multiple programming languages and provides code reviews for test automation.

E2E Test provides structured JSON responses with a status field for validating agent interactions. Use it to verify basic query operations in end-to-end workflows.

Electron Architecture provides file structure conventions and process boundary rules for an Electron multi-process project. Use it when creating new files, deciding where code goes, converting components to directories, or reviewing structure compliance.

Testing defines workflow and quality standards for writing and running tests with Vitest, covering unit, integration, regression, and e2e environments. Use when adding new features, modifying logic, or before claiming work is complete.

Agent Evaluation tests and benchmarks LLM agents using behavioral contracts, capability assessments, reliability metrics, and adversarial testing to catch issues before production. Use it when evaluating agent reliability, designing benchmarks, or monitoring production agents.

GMod Addon Maker assists with creating and managing Garry's Mod addons, including Lua scripting, content creation, and addon packaging. Use it when developing new addons, writing Lua scripts, debugging, organizing files, or packaging for distribution.

Graph Query queries a code graph database to understand component relationships, dependencies, and change impact. Use when asked to find callers, check dependencies, or understand what depends on a component before modifications.

OWASP Security provides comprehensive OWASP-aligned security guidance across six standards including Top 10 for web apps, ASVS 5.0, MASVS v2.1.0 for mobile, API Security Top 10, Kubernetes Top 10, and Agentic Applications 2026 for AI/LLM. Use for security reviews, vulnerability audits, secure implementation, Kubernetes hardening, and prompt-injection defense.

Build Graph initializes or incrementally updates a persistent code review knowledge graph for a repository via MCP tools. Use it for first-time setup, after major refactoring, or when the graph is stale; hooks normally keep it updated automatically.

Debug Issue traces bugs through a code knowledge graph so developers can isolate root causes faster. Use it when investigating regressions, analyzing call paths, or checking recent changes.