kwojtasinski-repo
Community@kwojtasinski-repo
A .NET domain-driven design and RAG engineering skill registry covering bounded-context scaffolding, knowledge-graph modeling, and retrieval diagnostics for the ECommerceApp codebase.
Agent Skills by kwojtasinski-repo
Showing 44 vetted skills indexed across 1 GitHub repositories.
kwojtasinski-repokg-ontology-designer
Designs code-derived knowledge-graph ontologies and MCP tool tiers validated against real code.
kwojtasinski-repoecommerceapp-kg-query
Query a Neo4j knowledge graph to answer structural questions about the ECommerceApp codebase.
kwojtasinski-repokg-implementation-planner
Plans phased implementation of a knowledge-graph codegen tool from a confirmed ontology.
kwojtasinski-reporag-multilang-test
Verify multilingual glossary entries expand Polish and German queries to canonical English documents.
kwojtasinski-reporequirements-critic
Critique requirements for hidden decisions, CRUD-disguised behavior, and absolute quantifiers.
kwojtasinski-repocontext-distiller
Distills domain concepts into bounded contexts using verb-first and effect-first analysis.
kwojtasinski-reporag-collection-rebuild
Drops and rebuilds a Qdrant collection with full document re-ingestion.
kwojtasinski-reporag-query-debug
Diagnose RAG queries returning wrong, low-quality, or empty retrieval results.
kwojtasinski-reporesearch-gatherer
Orchestrates human-gated research workflows for planning, evidence gathering, verification, and synthesis.
kwojtasinski-repodiagnose-rag
Diagnose RAG MCP server failures, ranking issues, and stale indexes across Python and .NET implementations.
kwojtasinski-repotranscript-critic
Critiques meeting transcripts for hidden decisions, false consensus, and unsupported claims.
kwojtasinski-repomermaid-diagram
Generates Mermaid diagrams that render correctly in GitHub, VS Code, and Azure DevOps wikis.
kwojtasinski-repodiagnose-integration-e2e-tests
Diagnose failed .NET integration and E2E backend tests from assertions and logs.
kwojtasinski-repocode-validator
Scans changed .NET files for BLOCKS MERGE violations before commit.
kwojtasinski-repoexpand-rag-glossary
Adds multilingual query-expansion entries to YAML glossaries for RAG retrieval.
kwojtasinski-repocreate-di-extension
Generates dependency injection extension classes for bounded contexts in ASP.NET Core applications.
kwojtasinski-reposetup-rag-new-project
Bootstraps a Qdrant-based RAG pipeline with Python and .NET HTTP servers for new projects.
kwojtasinski-reposetup-mcp-clients
Configure MCP client JSON files for VS Code, GitHub Copilot Web, and Visual Studio.
kwojtasinski-repopricing-archetype-mapper
Transforms domain requirements into a structured pricing archetype model with calculators, components, and versioning.
kwojtasinski-repocreate-ef-configuration
Generates EF Core IEntityTypeConfiguration classes with TypedId conversions and owned types.
kwojtasinski-repocreate-http-scenario
Generates .http files for testing REST API endpoints with JWT login and CRUD request sections.
kwojtasinski-repoproblem-classifier
Classifies business requirements into CRUD, Transformation, Integration, or Resource Contention modeling classes.
kwojtasinski-repotune-rag-weights
Adjusts ranking weight multipliers in a RAG configuration file to reorder query results.
kwojtasinski-repometaprogram-classifier
Detect NLP metaprograms in utterances and suggest matched communication strategies.
Frequently Asked Questions About kwojtasinski-repo
FAQPage SchemaWhat tasks can I perform using kwojtasinski-repo's skills?▼
You can scaffold .NET DDD artifacts (CQRS handlers, domain events, EF Core configurations, FluentValidation validators, xUnit and Playwright tests), design aggregates and bounded contexts, build and query code-derived knowledge graphs, and operate a Qdrant-based RAG stack including diagnostics, weight tuning, glossary expansion, and reindex decisions.
Who are these skills designed for?▼
Backend engineers and architects working on the ECommerceApp .NET codebase with domain-driven design patterns. They also serve engineers maintaining a dual Python/.NET RAG retrieval stack, plus practitioners doing domain modeling with pricing, accounting, and knowledge-management archetypes.
How do the RAG skills work in practice?▼
Skills cover the full RAG lifecycle: setup-rag-new-project bootstraps Qdrant plus Python and .NET HTTP servers with docker-compose, while diagnose-rag, rag-query-debug, tune-rag-weights, and rag-reindex-decision handle runtime issues. Glossary and metadata changes are query-time only, avoiding unnecessary re-indexing.
What prerequisites do these skills require?▼
Most scaffolding skills assume the ECommerceApp .NET solution with its per-BC DbContext pattern (ADR-0013), xUnit, Moq, Shouldly, and Playwright. RAG skills require Qdrant, docker-compose, and the Python (:3002) and .NET (:3001) HTTP servers. Knowledge-graph skills require the ecommerceapp-kg MCP server and an explicitly supplied ontology file.
Do the knowledge-graph skills modify my codebase?▼
No. kg-ontology-designer runs a mandatory dry-run validation against real code before writing any ontology file, and linguistic-boundary-verifier is strictly read-only. Diagnostic skills like diagnose-rag and rag-query-debug never modify code without first confirming a root cause.