GitHub
resilience-analysis
Assess error handling, isolation boundaries, and recovery mechanisms in agent frameworks. Use when (1) tracing error propagation paths, (2) evaluating sandboxing for code execution, (3) understanding retry and...
Explorer
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Explorer
GitHub
multi-agent-analysis
Analyze coordination patterns, handoff mechanisms, and state sharing in multi-agent systems. Use when (1) understanding how agents transfer control, (2) evaluating shared vs isolated state patterns, (3) mapping...
GitHub
architecture-synthesis
Generate a reference architecture specification from analyzed frameworks. Use when (1) designing a new agent framework based on prior art, (2) defining core primitives (Message, State, Tool types), (3) specifyi...
GitHub
data-substrate-analysis
Analyze fundamental data primitives, type systems, and state management patterns in a codebase. Use when (1) evaluating typing strategies (Pydantic vs TypedDict vs loose dicts), (2) assessing immutability and m...
GitHub
golang-clean-architecture
Clean Architecture audit for Go services. Use when reviewing layered architecture, dependency rules, or gRPC/usecase/repository patterns. Ensures proper separation of concerns and dependency inversion.
GitHub
frontend-dev-guidelines
Frontend development guidelines for Next.js + React 19 + shadcn/ui applications. Modern patterns including App Router, Server Components, Client Components, Server Actions, shadcn/ui with Tailwind CSS, React Ho...
GitHub
laravel-api-architect
Laravel API development, REST endpoints, JSON responses, Sanctum/Passport authentication, Service-Repository pattern. ALWAYS activate when: working with routes/api.php, app/Http/Controllers/Api/, API endpoints,...
GitHub
page-driven-development
Review and write React/Next.js code following Page Driven Development principles. Use when organizing components, making file structure decisions, or asked to "review structure", "organize code", "refactor comp...
GitHub
gpui-component
gpui-component library patterns for building reusable UI components. Use when creating buttons, inputs, dialogs, forms, or following Longbridge component library conventions in GPUI applications.
GitHub
laravel-fullstack
Laravel Blade views, Alpine.js, Vue.js integration, TailwindCSS styling, Vite assets. ALWAYS activate when: working with resources/views/, Blade components, frontend forms, UI elements, modals, dropdowns, forms...
GitHub
linear-projects-write
Create and update Linear projects via CLI (write operations)
GitHub
linear-issues-write
Create and update Linear issues via CLI (write operations)
GitHub
gpui
GPUI UI framework best practices for building desktop applications. Use when writing GPUI code, creating UI components, handling state/events, async tasks, animations, lists, forms, testing, or working with Zed...
GitHub
generative-art
Creating algorithmic, generative art using p5.js with seeded randomness and interactive parameter exploration.
GitHub
swift-composable-architecture
Use when building, refactoring, debugging, or testing iOS/macOS features using The Composable Architecture (TCA). Covers feature structure, effects, dependencies, navigation patterns, and testing with TestStore...
GitHub
marketplace-release
Use when creating releases for Claude Code plugin marketplaces. Supports independent plugin versioning - each plugin can be released separately. Triggered by "release", "bump version", "create release", "publis...
GitHub
code-review
Automated PR code review with multi-agent analysis
GitHub
memory-management
Context tracking and decision logging patterns for intentional memory management in Claude Code Waypoint Plugin. Use when you need to remember user preferences, track decisions, capture context across sessions,...
GitHub
harness-model-protocol
Analyze the protocol layer between agent harness and LLM model. Use when (1) understanding message wire formats and API contracts, (2) examining tool call encoding/decoding mechanisms, (3) evaluating streaming...
GitHub
memory-orchestration
Analyze context management, memory systems, and state continuity in agent frameworks. Use when (1) understanding how prompts are assembled, (2) evaluating eviction policies for context overflow, (3) mapping mem...
GitHub
architectural-forensics
Master protocol for deconstructing agent frameworks to inform derivative system architecture. Use when (1) analyzing an agent framework's codebase comprehensively, (2) comparing multiple frameworks to select be...
GitHub
tool-interface-analysis
Analyze tool registration, schema generation, and error feedback mechanisms in agent frameworks. Use when (1) understanding how tools are defined and registered, (2) evaluating schema generation approaches (int...
GitHub
control-loop-extraction
Extract and analyze agent reasoning loops, step functions, and termination conditions. Use when needing to (1) understand how an agent framework implements reasoning (ReAct, Plan-and-Solve, Reflection, etc.), (...
GitHub
sisyphus
Multi-agent orchestration system that persists until all tasks are complete. Delegates to specialized subagents and coordinates parallel execution.
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