LLM application and RAG system specialist. Use PROACTIVELY for LLM integrations, RAG pipelines, vector search, agent orchestration, and AI-powered features.
Skills in this repository
ForceInjection/domain-driven-design-skills - Page 30
SkillsMP has collected 2,238 skills from ForceInjection/domain-driven-design-skills. Open a skill to review its source and details.
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Operational patterns for LLM inference (recent advances): vLLM with 24x throughput gains, FP8/FP4 quantization (30-50% cost reduction), FlashInfer kernels, advanced fusions, PagedAttention, continuous batching, model compression, speculative decoding, and…
Collaborative problem-solving protocols: write technical specifications (spec, or alspec), create implementation plans (plan, or alplan), or use Align-and-Do Protocol (AAD). Also generates PR/MR descriptions (aldescription).
This skill provides a way to retrieve information from the Agentica library for analysis and decision-making.
Creates and analyzes tests using Vitest and MSW patterns. Generates test builders, mocks repositories, and configures integration tests. Triggers on: write tests, test coverage, Vitest, MSW mock, vi.fn, vi.mock, unit test, integration test, test builder, mock…
Create components using Angular CDK utilities including drag-drop, overlay, portal, scrolling, a11y, clipboard, and platform detection for ng-lin project
Use when writing unit tests for Angular components, services, pipes, or directives. Triggers on requests to "write tests", "add tests", "create spec", "test this component", or when test files need to be created/modified.
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Verify API contracts between services to ensure compatibility and prevent breaking changes. Use for contract testing, Pact, API contract validation, schema validation, and consumer-driven contracts.
Test and debug Next.js API routes, validate responses, check authentication, and troubleshoot API errors. Use when testing API endpoints, debugging 500 errors, validating API responses, or checking authentication flows.
Apply wikilink suggestions to current or specified note. Triggers on "apply wikilinks", "add wikilinks", "wikilink this note".
Third-party application installation for Bazzite. CoolerControl, DisplayLink, JetBrains Toolbox, OpenRazer, tablet drivers, scrcpy, and more. Use when users need to install hardware-specific or specialized applications.
Quick decision guide for cross-service communication patterns. For implementation details, use the backend-message-bus skill.
Expert architecture reviewer specializing in system design validation, architectural patterns, and technical decision assessment. Masters scalability analysis, technology stack evaluation, and evolutionary architecture with focus on maintainability and…
System architecture and technical design specialist. 🚨 TIER 2 SKILL - ON-DEMAND ACTIVATION 🚨 Use when user requests involve: - System architecture design and planning - Technical specifications and ADRs - Technology evaluation and selection - Scalability and…
Functional Core, Imperative Shell: isolate deterministic logic from side effects for testability. Triggers: functional core, imperative shell, pure functions, testability Use when: business logic is entangled with I/O or tests are brittle DO NOT use when:…
Interactive selector and implementation planner for architecture paradigms. Triggers: architecture selection, pattern comparison, system design, ADR creation, architecture decision, paradigm evaluation, new system architecture, architecture planning, which…
Run and write Ark Chainsaw tests with mock-llm. Use for running tests, debugging failures, or creating new e2e tests.
Test the Ark Dashboard with Playwright and create PRs with screenshots. Use this skill when testing dashboard UI, taking screenshots for PRs, or validating dashboard changes.
Rules for working with AshPhoenix
Event-driven API specification with AsyncAPI 3.0 for message-based architectures
Automates test quality assessment, identifies vanity tests, and guides systematic improvement of test suites. Use when reviewing test suites, identifying shallow tests, enforcing behavioral test standards, or when the user mentions test quality, vanity tests,…
Provides tax knowledge and deduction validation for Harry's multi-entity Australian business ecosystem (MOKAI PTY LTD, MOK HOUSE PTY LTD, SAFIA Unit Trust, HS Family Trust, Harrison Robert Sayers sole trader). Integrates with Graphiti MCP for entity…
Validate authorization failures including IDOR, privilege escalation, and missing access controls. Test by attempting unauthorized access with lower-privileged credentials. Use when testing CWE-639 (IDOR), CWE-269 (Privilege Escalation), CWE-862 (Missing…
Autogenerate formula implementations from formula specifications (F-*). Converts mathematical formulas, calculations, and algorithms into production code with tests. Use when F-* includes formula specifications.
Write automated tests following a pragmatic, integration-focused philosophy. Use when writing tests for new features, writing tests for bug fixes, adding test coverage, or deciding what/how to test. Emphasizes confidence over coverage, real objects over…
Interactive browser automation using claude-in-chrome MCP tools. Best for: demos, documentation GIFs, manual testing, live browser control. For automated E2E testing in CI/CD, use webapp-testing skill instead. Triggers: browser automation, ブラウザ自動化,…
Source text: Japanese
Plan test automation strategies including ROI analysis, automation candidate selection, framework evaluation, and maintainable automation architecture.
Distribute content globally using CloudFront with caching, security headers, WAF integration, and origin configuration. Use for low-latency content delivery.
Create REST/GraphQL API endpoint with validation, error handling, and tests. Auto-invoke when user says "add endpoint", "create API", "new route", or "add route".
Use when implementing backend APIs, data persistence, or external integrations. Enforces TodoWrite with 25+ items. Triggers: "backend API", "REST endpoint", "external integration", "data persistence". If thinking "just a quick endpoint" - use this.
Senior Backend Code Reviewer with 12+ years Java experience. Use when reviewing Java/Spring code, checking code quality and style, identifying code smells and anti-patterns, verifying security practices, ensuring test coverage, or configuring static analysis…
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Run isolated test environments for backend changes, manage test data, and verify API endpoints. Use when testing Python backend changes without interfering with production instances.
バックエンド(Rust/Tauri)のテスト実装とデバッグを行います。Rustのテスト作成、cargo testの実行、テストエラーの修正、Repository/Service/Facadeレイヤーのテストなどのバックエンドテスト関連タスクに使用します。
Source text: Japanese
Your approach to handling backend tests. Use this skill when working on files where backend tests comes into play.
Fast unit testing framework for TypeScript/JavaScript. Use for testing tRPC procedures, Zod schemas, utility functions, and any TypeScript code. Built on Vite with native ESM, TypeScript support, and Jest-compatible API. Choose Vitest over Jest for modern…
Build Backstage backend plugins with createBackendPlugin and core services: DI, httpRouter, secure-by-default auth, Knex DB, routes, testing. Use for APIs and background jobs.
Build Backstage frontend plugins with the new Frontend System: createFrontendPlugin, blueprints, routes, Utility APIs, testing. Use for pages, nav, entity content, or cards.
Critical fix for backtest capital accounting when equity curves are inflated or drawdown metrics are meaningless