Orchestrator-level Stage 4 entry gate for /gaai:bootstrap. Presents a pre-loop "Skip Q&A entirely" option, delegates to qa-loop-ui when the user proceeds, and returns a unified…
Score 70/100
Provides information about the bitwize-music plugin, its version, and its creator. Use when the user asks about the plugin, its purpose, version, or capabilities.
Score 70/100
Implement REST APIs in ABP Framework with AppServices, DTOs, pagination, filtering, and authorization. Use when building API endpoints for ABP applications.
Score 70/100
ABP Framework domain layer patterns including entities, aggregates, repositories, domain services, and data seeding.
Score 70/100
Generate ABP/VOLO/Lepton branch-diff QA plans and create assigned Turkish issues in vs-internal.
Score 70/100
ABP Framework application layer patterns including AppServices, DTOs, Mapperly mapping, Unit of Work, and common patterns like Filter DTOs and ResponseModel.
Score 70/100
Abracon MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Abracon timing devices, crystals, oscillators, RF components, or AbraconHandler.
Score 70/100
Diagnose and fix common Abridge clinical AI integration errors. Use when encountering EHR connectivity failures, note generation errors, audio streaming issues, or FHIR validation…
Score 70/100
Optimize Abridge clinical AI costs through tier selection, session management, and usage monitoring for healthcare organizations.
Score 70/100
Plan and execute Abridge integration upgrades and EHR migration procedures. Use when upgrading Abridge API versions, migrating between EHR systems, or handling breaking changes in…
Score 70/100
Implement Abridge webhook handling for clinical documentation events. Use when receiving note completion notifications, encounter status changes, provider enrollment events, or…
Score 70/100
Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Design abstract strategy games with perfect information, no randomness, and strategic depth. Use when designing a board game, exploring abstract strategy games, brainstorming game…
Score 70/100
Precision editing tool that reduces abstract word count through intelligent compression techniques, maintaining scientific rigor while meeting strict journal and conference…
Score 70/100
Law-driven abstraction protocol: evidence first, seam test, minimal algebra, executable law check.
Score 70/100
Species abundance estimation using Bracken with Kraken2 output. Redistributes reads from higher taxonomic levels to species for more accurate estimates.
Score 70/100
Abuse prevention - rate limiting, moderation, bad actors. Use when fighting abuse.
Score 70/100
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Apply the aoa-sanitized-share workflow inside an abyss-* repository using repo-relative sharing surfaces, explicit local thresholds, and local review posture.
Score 70/100
Apply the aoa-session-self-diagnose workflow inside an abyss-* repository using repo-relative runtime evidence, bounded diagnostic-session artifacts, last-good comparison posture,…
Score 70/100
Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Create handoff packages for session transitions. Use when ending sessions, preparing for continuation, saving session state, or creating resumable context.
Score 70/100
Manage knowledge graph for autonomous coding. Use when storing relationships, querying connected knowledge, building project understanding, or maintaining semantic memory.
Score 70/100
Master controller for complete autonomous operation. Use when starting full autonomous projects, managing end-to-end workflow, controlling autonomous lifecycle, or running…
Score 70/100
Manage persistent memory for autonomous coding. Use when storing/retrieving knowledge, managing Graphiti integration, persisting learnings, or accessing episodic memory.
Score 70/100
Coordinate parallel autonomous operations. Use when running parallel features, managing concurrent work, coordinating multiple agents, or optimizing throughput.
Score 70/100
Quality assurance review for implementations. Use when reviewing code quality, checking implementation standards, performing QA cycles, or validating feature quality.
Score 70/100
Parse and validate project specifications. Use when loading YAML/JSON specs, validating spec structure, extracting requirements, or converting between spec formats.
Score 70/100
Analyze context and decide on continuation via Stop hook. Use when determining if work should continue, analyzing completion status, making continuation decisions, or implementing…
Score 70/100
Manage git worktrees for isolated development. Use when creating isolated workspaces, managing parallel development, handling worktree lifecycle, or merging completed work.
Score 70/100
Analyzes coupling and cohesion metrics in PHP codebases. Calculates Afferent/Efferent coupling (Ca/Ce), LCOM metrics, instability index, and abstractness.
Score 70/100
Analyzes PHP codebase for SOLID principle violations. Detects God classes (SRP), type switches (OCP), broken contracts (LSP), fat interfaces (ISP), and concrete dependencies…
Score 70/100
Generates API documentation for PHP projects. Creates endpoint documentation with parameters, responses, and examples.
Score 70/100
Generates CHANGELOG.md files following Keep a Changelog format. Creates version history documentation.
Score 70/100
Analyzes bounded context boundaries in DDD projects. Detects cross-context coupling, shared kernel violations, context mapping issues, and ubiquitous language inconsistencies.
Score 70/100
Analyzes PHP code for encapsulation violations. Detects public mutable state, exposed internals, Tell Don't Ask violations, getter/setter abuse, and information hiding breaches.
Score 70/100
Analyzes PHP code for immutability violations. Checks Value Objects, Events, DTOs for readonly properties, no setters, final classes, and wither patterns.
Score 70/100
Detects leaky abstractions in PHP code. Identifies implementation details exposed in interfaces, concrete returns from abstract methods, framework leakage into domain, and…
Score 70/100
Knowledge base for Claude Code formats and patterns. Use when creating or improving commands, agents, skills, or hooks.
Score 70/100
Generates ADR Action classes for PHP 8.5. Creates single-responsibility HTTP endpoint handlers with PSR-7 support. Includes unit tests.
Score 70/100
Generates DDD Aggregates for PHP 8.5. Creates consistency boundaries with root entity, domain events, and invariant protection. Includes unit tests.
Score 70/100
Generates Builder pattern for PHP 8.5. Creates step-by-step object construction with fluent interface and validation. Includes unit tests.
Score 70/100
Generates Bulkhead pattern for PHP 8.5. Creates resource isolation with semaphore-based concurrency limiting and thread pool isolation. Includes unit tests.
Score 70/100
Generates Chain of Responsibility pattern for PHP 8.5. Creates handler chains for request processing with middleware-style composition. Includes unit tests.
Score 70/100
Generates Circuit Breaker pattern for PHP 8.5. Creates resilience component protecting against cascading failures with state management, fallback support, and metrics.
Score 70/100
Generates CQRS Commands and Handlers for PHP 8.5. Creates immutable command DTOs with handlers that modify state. Includes unit tests.
Score 70/100
Generates DDD Domain Events for PHP 8.5. Creates immutable event records with metadata, past-tense naming. Includes unit tests.
Score 70/100
Generates DDD Domain Services for PHP 8.5. Creates stateless services for business logic that doesn't belong to entities or value objects. Includes unit tests.
Score 70/100
Generates DTO (Data Transfer Object) for PHP 8.5. Creates immutable objects for layer boundaries, API requests/responses, and data serialization. Includes unit tests.
Score 70/100
Generates DDD Entities for PHP 8.5. Creates identity-based objects with behavior, state transitions, and invariant protection. Includes unit tests.
Score 70/100
Generates DDD Factory for PHP 8.5. Creates factories for complex domain object instantiation with validation and encapsulated creation logic. Includes unit tests.
Score 70/100
Generates Mediator pattern for PHP 8.5. Creates coordination layer for complex component interactions with event dispatching, request/response handling, and colleague classes.
Score 70/100
Generates Null Object pattern for PHP 8.5. Creates safe default implementations eliminating null checks. Includes unit tests.
Score 70/100
Generates Object Pool pattern for PHP 8.5. Creates reusable object containers for expensive resources like connections. Includes unit tests.
Score 70/100
Generates Transactional Outbox pattern components for PHP 8.5. Creates OutboxMessage entity, repository, publisher, and processor with unit tests.
Score 70/100
Generates Policy pattern for PHP 8.5. Creates encapsulated business rules for authorization, validation, and domain constraints. Includes unit tests.
Score 70/100
Generates PSR-11 Container implementation for PHP 8.5. Creates ContainerInterface with service resolution, autowiring support, and exceptions. Includes unit tests.
Score 70/100
Generates PSR-13 Hypermedia Links implementation for PHP 8.5. Creates LinkInterface, EvolvableLinkInterface, and LinkProviderInterface for HATEOAS support. Includes unit tests.
Score 70/100
Generates PSR-14 Event Dispatcher implementation for PHP 8.5. Creates EventDispatcherInterface, ListenerProviderInterface, and StoppableEventInterface with event propagation.
Score 70/100
Generates PSR-15 HTTP Middleware implementation for PHP 8.5. Creates MiddlewareInterface and RequestHandlerInterface with pipeline composition. Includes unit tests.
Score 70/100