Manages Wire dependency injection providers in go-kratos microservices. Adds constructors to ProviderSets and regenerates Wire code.
Kumo development assistant for MySQL database management tool. Use when working on Kumo features, understanding architecture, writing tests, or navigating the codebase.
Provides KurrentDB (EventStoreDB) client code for event sourcing and CQRS. Generates correct package names, connection strings, and API patterns for Python, Node.js, .NET, F#, Go,…
High-conversion landing page architecture - hero patterns, sections, social proof, CTA placement, shadcn templates.
Go 1.23+ development specialist covering Chi, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
Foundational Roc patterns covering platform/application architecture, records, tags, pattern matching, abilities, and functional idioms.
Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration.
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns.
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns.
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns.
Implement LangChain reference architecture for production systems: layered design, provider abstraction, chain registry, RAG pipelines, and multi-agent orchestration.
Production-grade Langfuse architecture patterns and best practices. Use when designing LLM observability infrastructure, planning Langfuse deployment, or implementing ent — from…
Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent…
Sub-agent pre Antigravity — LangGraph architekt a plánovač. Ovláda celú LangGraph implementáciu od návrhu state schémy cez graf architektúru po produkčné nasadenie.
Use when navigating, onboarding, planning, or safely changing a large or unfamiliar codebase, including monorepos, legacy systems, multi-service repos, multi-repo architectures,…
Use when designing or reviewing org-wide large data volume (LDV) concerns: query optimizer behavior and selectivity, custom indexes and skinny tables, sharing and ownership skew,…
GTM analytics and measurement framework that builds metrics architecture, dashboard specs, and alert systems.
Compile institutional PI practice knowledge from FirmVault activity logs into a structured Obsidian wiki using Karpathy's LLM Knowledge Base architecture.
Шаблоны и принципы слоистой архитектуры (Presentation, Application, Integration, Domain).
Use when designing how a screen or flow is organized — what goes where, in what order, and how a user stays oriented.
Activate the Leanchy protocol: execution discipline, diagnostic rigor, decision hygiene, and architecture principles.
Capture project-scoped learning notes, technologies, concepts, glossary terms, architecture decisions, implementation lessons, and review questions into a durable Markdown…
The single source of truth for ledgerlift architecture, repo layout, primary stack, and project-wide conventions. Use when an agent needs orientation before any non-trivial work.
Expert in migrating monolithic, legacy systems to modern architectures using patterns like Strangler Fig, CDC, and Anti-Corruption Layers.
生成专业的法律结构可视化图，输出为自包含 HTML 文件（内嵌 SVG，浅色主题，适合打印和嵌入文档）。适用场景：(1) 用户要求"画结构图""生成可视化""做流程图""法律图示"时；(2) 涉及诉讼推理结构（当事人→证据→事实→法律→判决）；(3) 合同关系图（甲乙方权利义务、履约节点、违约责任）；(4) 法规程序图（申请→审查→决定→救济）；(5)…
Produces properly-formatted legal documents in Word (.docx). The user provides the substantive content (instructions, attached files, project knowledge); the skill handles…
Validate maintainer docs structure, standards freshness, manifest paths, and plan state. Run this after modifying any file under .agents/docs/standards/, .agents/docs/plans/,…
Fast semantic code navigation via LSP. Load FIRST before ANY code task - even 'simple' ones. Trigger scenarios: (1) fixing lint/type/pyright/mypy warnings or errors, (2) fixing…
Build native UIs in the style of Raph Levien, architect of Druid, Xilem, and Vello. Emphasizes declarative reactive architecture, synchronized tree transformations,…
Creates 3 core project docs (requirements.md, architecture.md, tech_stack.md). L3 Worker invoked by ln-110-project-docs-coordinator. ALWAYS created.
Use when when you need to reconstruct or validate the control-flow architecture of a spectral search system that must handle both exact-match library lookups and analogue…
Plan and review Waitkit library architecture, package boundaries, public exports, TypeScript/tsup output, package metadata, and release impact.
Provides Mermaid diagramming patterns for technical documentation including flowcharts, sequence diagrams, ERDs, class diagrams, state diagrams, Gantt charts, and mindmaps.
librpc - gRPC framework for microservices. RpcServer and RpcClient provide base classes. loadProto loads protobuf definitions. createClientFactory builds typed service clients.
Navigate lidx's architecture and codebase. Use when designing features, understanding module boundaries, or finding where things live.
Liftera monorepo architecture patterns and best practices. Trigger: When making cross-app changes, adding new packages/apps, or deciding where code should live in the monorepo.
Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs.
Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks.
Bridge technical knowledge gaps using adult language — not childish, not jargon-heavy. Produce clear, accessible explanations of any document, concept, policy, architecture, or…
Use when working with `.c4`/`.likec4` files or LikeC4 CLI/config questions where exact DSL/CLI syntax is required, especially for strict command/snippet-first answers,…
Reference architectures for Lindy AI agent integrations. Use when designing systems, planning multi-agent architectures, or implementing production integration patterns.
Use when building a web app that must feel instant, when users complain about spinners or perceived slowness despite acceptable latency, or when designing a local-first sync…
Production-grade Linear integration architecture patterns. Use when designing system architecture, choosing integration patterns, or reviewing architectural decisions for Linear…
Linkerd2 lightweight service mesh for automatic mTLS, traffic metrics, and certificate rotation. Zero-config mTLS, per-route metrics, traffic splits, retries, and timeouts for…
Reference Architecture for Linktree. Trigger: "linktree reference architecture".
Cloud hardening architecture skill for IAM, network segmentation, service boundaries, workload protection, and platform control design.
Secure systems architecture skill for trust zones, identity patterns, control placement, and cross-system design review.
Displays the roster of architecture team members with their specialties and expertise areas. Use when the user asks "Who's on the architecture team?", "List architecture members",…
Real-time task progress tracking with live push notifications. MANDATORY for ALL multi-step tasks (>30s or >2 tool calls).
Produce a living architecture document as highly visual HTML that explains how the system actually works, why it was built this way, and how data flows and is shaped.
LLM architecture, tokenization, transformers, and inference optimization. Use for understanding and working with language models.
Use when designing how one canonical agent core runs across Codex, Claude Code, Gemini CLI, Cursor, and AGENTS.md-compatible tools.
Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview.
Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview.
Creates core project docs (requirements, architecture, tech stack, patterns catalog). Use for any project regardless of type.
Architecture audit worker (L3). Checks DRY (7 types), KISS/YAGNI, layer breaks, error handling, DI patterns. Returns findings with severity, location, effort, recommendations.
Checks layer boundary violations, transaction boundaries, session ownership, cross-layer consistency. Use when auditing architecture layers.
Checks layer, resource ownership, and orchestration boundaries. Use when auditing architecture boundary enforcement.
Builds dependency topology, detects cycles, validates import rules, and calculates coupling metrics. Use when auditing architecture topology.
Finds architecture-level modernization opportunities: obsolete custom mechanisms, overbuilt extension points, and simplifiable architecture.