Performs dynamic, reflective problem-solving through iterative thought chains. Use for complex planning requiring revision, branching, backtracking, or hypothesis verification. Ideal for multi-step analysis where context maintenance is required or the full scope isn't initially clear.
Spring Boot 3.x framework patterns: constructor-based DI, Spring Data JPA, REST controllers with RFC 7807 error handling, Actuator observability, and slice testing. Use when building or maintaining Spring Boot microservices. Pair with java-idioms.
SQL coding standards: CTEs, explicit JOINs, index optimization, query execution plan analysis, transaction locking, and zero-downtime migration patterns. Use when writing complex queries, analyzing performance, or drafting database migrations.
Swift idioms and best practices: value types, Optionals hygiene, protocol-oriented design, async/await and Actor concurrency, and XCTest. Use when writing, refactoring, or reviewing Swift iOS, macOS, or server-side code.
Implementation examples for the three testability rules (I/O isolation, pure logic, dependency direction) across Go, TypeScript, Python, Rust, and Dart. Loaded by reference from architectural-pattern.md — not triggered by file patterns.
Detailed testing reference material: test doubles strategy, integration test infrastructure (Testcontainers, Firebase emulator), naming conventions per language, test organization patterns. Load when writing tests or setting up test infrastructure. The core mandates (TDD, AAA, pyramid) are in the testing-strategy rule…
TypeScript strict typing: type narrowing, discriminated unions, Zod runtime validation, generic utility types, and Vitest testing. Use when writing or refactoring TypeScript across frontend, backend, or full-stack projects.
Vue 3 Composition API patterns: syntax, reactive state with Pinia stores, reusable composables, and Vitest component testing. Use when developing or refactoring Vue 3 frontend applications.
Runs a multi-dimensional code quality, security, and integrity review with parallel subagents. User-invoked entry point via /audit; not for autonomous or subagent use.
Fixes bugs of any size from hotfixes to complex debugging sessions using root cause diagnosis and TDD. User-invoked entry point via /bugfix; not for autonomous or subagent use.
Runs profile-driven performance optimization using multi-dimensional parallel analysis and sequential TDD fixes. User-invoked entry point via /perf-optimize; not for autonomous or subagent use.
Safely restructures existing code while preserving behavior through impact analysis and TDD. User-invoked entry point via /refactor; not for autonomous or subagent use.
Plans, authors, and executes end-to-end tests for mobile and web platforms. User-invoked entry point via /test-e2e; not for autonomous or subagent use.
Audits I/O adapters, sets up test infrastructure, and systematically improves integration test coverage. User-invoked entry point via /test-integration; not for autonomous or subagent use.
Systematically derives test scenarios from requirements using structured analysis and mutation-informed expansion. User-invoked entry point via /test-scenarios; not for autonomous or subagent use.
Analyzes gaps, prioritizes by risk, and systematically improves unit test coverage on existing code. User-invoked entry point via /test-unit; not for autonomous or subagent use.
Multi-agent pipeline with adaptive tier orchestration and progressive validation. User-invoked entry point via /workflow-team; not for autonomous or subagent use.
★not rated 156 9d agoC34 tokens
originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: