Use Gemini CLI's 1M token context to understand entire codebases in one pass. Full architecture mapping, pattern discovery, and onboarding documentation.
Use Gemini CLI's 1M token context to understand entire codebases in one pass. Full architecture mapping, pattern discovery, and onboarding documentation.
Use when deciding whether to route a task to Google's Gemini Pro frontier model (current Gemini 3.1 Pro generation, moving to Gemini 3.5 Pro) instead of Claude Opus or GPT-5 —…
Central authority for Claude-Gemini shared workspace architecture. Defines directory structure, artifact exchange, and file naming conventions.
Use Gemini Web's 3.6 Flash with extended thinking as a verified second-opinion partner for difficult planning, architecture, debugging, product, content, risk-review, and…
Creates, refines, reviews, and expands Architectural Decision Records (ADR) using project templates and tech-radar.json.
Convert a project plan written in a Markdown file into a complete bd beads graph (tasks, subtasks, dependencies) using only bd for creation and edits, then review and opt — from…
Validate Level 5 GenAI architecture decisions (LLM gateway, observability, guardrails, evaluation) before planning.
Create effective agent skills through guided briefing process. Use when user wants to: (1) create a new skill, (2) make a skill, (3) build a skill, (4) set up a skill, (5)…
Generates ARCHITECTURE.md following IEEE 15289 standards. Use when documenting a new or existing project's technical architecture.
Turn a public GitHub repository into an interactive architecture diagram before onboarding, code review, or agent handoff.
Create Mermaid.js diagrams for architecture, flows, sequences, ERDs, and C4. Use when user says "draw a diagram", "create a flowchart", "sequence diagram", "ERD", "architecture…
Turn a project description into a Claude Code team architecture with generated agents, shared skills, and orchestration patterns instead of hand-designing the whole setup.
Generate the dispatcher PCF for a third-party `.ppmplugin` (wrap-runtime) control. Runs `pac pcf init` in the pcf/ subfolder, rewrites ControlManifest.Input.xml from ARCHITECTURE…
Generate behavioral specifications (Layer 3) from use cases and architecture documents using multi-agent orchestration
Creates USER_GUIDE.md for end-users (not developers). Use when preparing onboarding material or end-user documentation.
Generate C4 architecture diagrams from subsystem catalogs - codifies abstraction strategies, notation conventions, and selection criteria
Generate and maintain lat.md/ knowledge graphs with bidirectional source code anchoring. Docs link to code via [[src/file#symbol]] wiki links; code links back to docs via @lat:…
Geolocate and chronolocate a photo or video from visual evidence alone — plate and phone number formats, road markings, utility poles, bollards, signage typefaces, architecture…
Retrieve APPLICATION patterns (architecture, procedures, conventions) from AgentDB skills table. Use BEFORE implementing to ensure consistency.
Manage Architecture Decision Records (ADRs) using git-adr, a CLI tool that stores ADRs in git notes instead of files.
Fork management and upstream synchronization. Use when working with forked repositories, syncing fork with upstream, managing divergence between fork and upstream, or preparing…
Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目", "了解一下 XXX" — from…
Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目", "了解一下 XXX" — from…
Expert at organizing specs and splitting tasks across multiple GitHub repositories for monorepo, polyrepo, and parent repo architectures.
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration — from Claude Flow Team
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration — from bg-szy/TOP-SKILLS
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration — from Claude Flow Team
GitHub operations via gh CLI. CRITICAL: Always use instead of WebFetch for ANY github.com URL. Use when user provides GitHub URL, says 'facebook/react', 'show README', 'list…
Fetch a GitHub issue and create a detailed implementation plan. Use when given a GitHub issue URL or number to analyze the issue, explore relevant codebase areas, and produce a…
Prepare projects for public GitHub. Strip sensitive data, create impressive READMEs, showcase architecture without exposing proprietary logic.
Repository structure optimization and multi-repo management with swarm coordination for scalable project architecture and development workflows.
Create professional visual assets for GitHub repositories — architecture diagrams, social cards, and README banners.
Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase.
Semantic code analysis with GitLab Knowledge Graph. Use for go-to-definition, find-usages, impact analysis, architecture visualization.
Gluegun CLI toolkit patterns for TypeScript-powered command-line apps. Use when building CLI tools, creating command structures, implementing template systems, filesystem…
GMailArchiver architecture, layer patterns, and component design. Use when working with cli, core, data, connectors, or shared layers, or understanding component dependencies.
Use when asked to measure, introduce, or improve Go project architecture quality. Applies modularity (coupling/cohesion) and testability (cognitive complexity, cyclomatic…
Designs implementation architecture following hexagonal patterns, produces TASKS.md and individual task-N.md files for the orchestrator to execute using red-green TDD.
Structure Go 1.22+ services — standard cmd/internal layout, constructor-based dependency injection, HTTP routing (net/http ServeMux vs chi vs echo/gin/fiber), and type-safe…
Review Go project architecture: package structure, dependency direction, layering, separation of concerns, domain modeling, and module boundaries.
Bootstraps a new Go project from scratch with hexagonal architecture, testcontainers, CI pipeline, and the full skill/agent suite installed.
Go coding standards and style conventions grounded in Effective Go, Go Code Review Comments, and production-proven idioms.
Idiomatic Go design patterns: functional options, builder, factory, strategy, middleware chain, pub/sub, and other patterns adapted for Go's type system.
Scaffolds reusable Go 1.26 library modules in the ralvarezdev DDD + hexagonal house style — domain-pure root package, ports as narrow interfaces, technology-named adapter…
Write clean, maintainable Go code following Clean Architecture, dependency injection, and ChecklistApplication patterns.
Cloud-agnostic asynchronous messaging with abstract interfaces and implementations for NATS, RabbitMQ, and Google Pub/Sub.
Production-ready Go microservices patterns including Gin, Echo, gRPC, clean architecture, dependency injection, error handling, middleware, testing, Docker containerization,…
Advanced Go patterns — hexagonal architecture with full working examples, struct design (functional options, embedding), memory optimization, Go tooling (golangci-lint), Go 1.21+…
Navigate and analyze Go codebases semantically with the toolchain instead of text search: gopls (references, implementations, call hierarchy, rename), go list for the dependency…
Define, review, and scaffold Go service directory structures using hexagonal (ports-and-adapters / “jexagonal”) architecture and Go best practices.
GOAT (Great Onchain Agent Toolkit) — 200+ protocol integrations across 30+ chains. Tool creation, framework adapters (AI SDK/LangChain/Eliza), DeFi actions (swap/bridge/transfer),…
Route broad or high-ambiguity requests through the smallest useful sequence of existing skills. Use when the user asks for god mode, all skills, maximum capability, end-to-end…
BDB Engineering Godmode. Enforces strict Domain-Driven Design, TypeScript strictness, Clean Architecture, and systematic 5-step debugging triage.
Use when Godot code has tight coupling via get_node(), get_parent(), or direct references creating brittle dependencies.
Structures Godot AutoLoad singletons: GameManager, SceneTransitioner, signal_bus, autoload_order, and Engine.register_singleton.
Expert GDScript best practices including static typing (var x: int, func returns void), signal architecture (signal up call down), unique node access (%NodeName, @onready), script…
Use when you need to reorganize project folder structure, consolidate similar files, organize resources by type, and create a clean project architecture from current folder chaos.
Create a detailed technical implementation plan with architecture, data model, and contracts.
Design or audit Go application architecture, package boundaries, dependency direction, interfaces, adapters, repositories, services, HTTP handlers, concurrency boundaries, and…