dicom-conformance-validator
DICOM conformance testing and integration skill for medical imaging systems
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DICOM conformance testing and integration skill for medical imaging systems
Write unit and integration tests for Akka.NET actors using modern Akka.Hosting.TestKit patterns. Covers dependency injection, TestProbes, persistence testing, and actor interaction verification. Inclu…
Best practices for Convex database queries, indexes, and filtering. Use when writing or reviewing database queries in Convex, working with `.filter()`, `.collect()`, `.withIndex()`, defining indexes i…
Extract patterns, lessons learned, and key decisions from completed development cycles. Writes structured pattern docs to docs/devdocs/patterns/ and updates AGENTS.md. Run after devdocs-sync to compou…
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "H…
Review uncommitted Git changes for correctness, quality, and project convention alignment, then apply fixes and prepare a safe, atomic commit plan. Use when users ask to review code before committing,…
Use when auditing API routes for schema drift, missing auth, or validation gaps. Scans routes against shared TypeScript types to find mismatches, missing middleware, and undocumented endpoints. Read-o…
Use when deciding whether to extract Terraform code into a reusable module, determining module boundaries, or migrating state after modularization. Covers the refactoring decision (modularize vs inlin…
Critical Akka.NET best practices including EventStream vs DistributedPubSub, supervision strategies, error handling, Props vs DependencyResolver, work distribution patterns, and cluster/local mode abs…
Write integration tests using TestContainers for .NET with xUnit. Covers infrastructure testing with real databases, message queues, and caches in Docker containers instead of mocks.
Security best practices for Convex functions including ConvexError handling, argument/return validation, authentication helpers, access control, rate limiting, and internal functions. Use when writing…
Triage TestFlight crashes, beta feedback, and performance diagnostics using asc. Use when the user asks about TF crashes, TestFlight crash reports, beta tester feedback, app hangs, disk writes, launch…
Plan safe refactors using blast radius and dependency mapping
Quizzes the developer on code, architecture, or plans that an AI agent just built or proposed — one question at a time, with ASCII diagram corrections. Use after any significant implementation, PR, re…
Use when given a bug report, failing test, stack trace, or CI failure that needs diagnosis and repair. Autonomously diagnoses root cause, implements minimal fix, verifies correctness, and commits. Key…
Use when committing code changes. Runs lint, typecheck, Semgrep security scan, optional CodeRabbit review, and related tests before creating a quality-gated commit. Flags: --review, --push, --dry-run,…
Write integration tests using .NET Aspire's testing facilities with xUnit. Covers test fixtures, distributed application setup, endpoint discovery, and patterns for testing ASP.NET Core apps with real…
Comprehensive Convex code review checklist for production readiness. Use when auditing a Convex codebase before deployment, reviewing pull requests, or checking for security and performance issues in …
Opinionated constraints for writing maintainable, testable code. Apply MTE principles, avoid over-engineering, guide refactoring, and provide code review checklists. Use when users write code, refacto…
Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?", "Where does this error come from?", "Trace this bug"
Simplify and refactor code for clarity, consistency, and maintainability while preserving exact behavior. Use when code was just added or modified and needs readability-focused cleanup without changin…
AI-powered systematic codebase analysis. Combines mechanical structure extraction with Claude's semantic understanding to produce documentation that captures not just WHAT code does, but WHY it exists…
Use when implementing a feature, adding an endpoint, or making a non-trivial code change that requires pre-flight validation, TDD cycle, scope enforcement, and a clean commit. Combines pre-flight + td…
Quality control metrics and filtering thresholds for protein design. Use this skill when: (1) Evaluating design quality for binding, expression, or structure, (2) Setting filtering thresholds for pLDD…