Proactive Agent Lite

Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...

android-clean-architecture

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Cognitive Memory

Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forget triggers, enabling sleep-time reflection, building knowledge graphs, or adding audit trails. Replaces basic flat-file memory with a cognitive architecture featuring episodic, semantic, procedural, and core memory stores. Supports multi-agent systems with shared read, gated write access model. Includes philosophical meta-reflection that de

architecture-decision-records

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

React Expert

Use when building React 18+ applications requiring component architecture, hooks patterns, or state management. Invoke for Server Components, performance optimization, Suspense boundaries, React 19 features.

android-clean-architecture

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Excalidraw Diagram Generator

Generate hand-drawn style diagrams, flowcharts, and architecture diagrams as PNG images from Excalidraw JSON

hexagonal-architecture

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Developer

Write clean, maintainable code with debugging, testing, and architectural best practices.

architecture-decision-records

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

HealthKit Sync

iOS HealthKit data sync CLI commands and patterns. Use when working with healthsync CLI, fetching Apple Health data (steps, heart rate, sleep, workouts), pairing iOS devices over local network, or understanding the iOS Health Sync project architecture including mTLS certificate pinning, Keychain storage, and audit logging.

document-release

Post-ship documentation update. Reads all project docs, cross-references the diff, updates README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md to match what shipped, polishes CHANGELOG voice, cleans up TODOS, and optionally bumps VERSION. Use when asked to "update the docs", "sync documentation", or "post-ship docs". Proactively suggest after a PR is merged or code is shipped. (gstack)

ClawPoker | Poker for klankers

Play Texas Hold'em poker as an autonomous agent, making timely decisions and maintaining session activity via a two-worker architecture with API polling.

architecture-decision-records

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Understand-Anything

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

architecture

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Artificial Geometric Intelligence

Designs multi-layered AGI safety architectures and geometric consciousness models ensuring operational readiness, human oversight, and formal governance prot...

robius-app-architecture

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Draw.io Professional Diagrams

Generate professional draw.io diagrams (ERD/database tables, class diagrams, sequence diagrams, flowcharts, architecture diagrams) and export them as PNG. Us...

lightning-architecture-review

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Design System Creation

Complete workflow for creating distinctive design systems from scratch. Orchestrates aesthetic documentation, token architecture, components, and motion. Use when starting a new design system or refactoring an existing one. Triggers on create design system, design tokens, design system setup, visual identity, theming.

Nodejs Patterns

WHAT: Production-ready Node.js backend patterns - Express/Fastify setup, layered architecture, middleware, error handling, validation, database integration, authentication, and caching. WHEN: User is building REST APIs, setting up Node.js servers, implementing authentication, integrating databases, adding validation/caching, or structuring backend applications. KEYWORDS: nodejs, node, express, fastify, typescript, api, rest, middleware, authentication, jwt, validation, zod, postgres, mongod

Diagram

Generate diagrams from descriptions with Mermaid, PlantUML, or ASCII for architecture, flows, sequences, and data models.

Microsoft Learn documentation

Query official Microsoft documentation to understand concepts, find tutorials, and learn how services work. Use for Azure, .NET, Microsoft 365, Windows, Power Platform, and all Microsoft technologies. Get accurate, current information from learn.microsoft.com and other official Microsoft websites—architecture overviews, quickstarts, configuration guides, limits, and best practices.

Codebase Documenter

This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.

Agents

Design, build, and deploy AI agents with architecture patterns, framework selection, memory systems, and production safety.

Cto Advisor

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering...

Emergence Codex

Semantic Architecture Language to Combat the Smoothing Anathema

Describe Design

Research a codebase and create architectural documentation describing how features or systems work. Use when the user asks to: (1) Document how a feature works, (2) Create an architecture overview, (3) Explain code structure for onboarding or knowledge transfer, (4) Research and describe a system's design. Produces markdown documents with Mermaid diagrams and stable code references suitable for humans and AI agents.

Openclaw Auto Dream

Cognitive memory architecture for OpenClaw agents — periodic dream cycles that consolidate daily logs into structured long-term memory with importance scorin...

Memory Curator

Distill verbose daily logs into compact, indexed digests. Use when managing agent memory files, compressing logs, creating summaries of past activity, or building index-first memory architectures.

ia-nodejs-backend

Node.js backend patterns: layered architecture, TypeScript, validation, error handling, security, deployment. Use when building REST APIs, REST endpoints, mi...

Architecture Decision Records

Document significant technical decisions with context, rationale, and consequences to maintain clear, lightweight architectural records for future reference.

Markdown Publish & Share

Publish markdown and return share links using curl. Support markdown with mermaid diagrams such as component diagrams, flowcharts, and sequence diagrams. Also supports KaTex and code blocks. AutEng will return a shareable link to the published rendered document. Use cases include Software Architecture diagrams and documentation, Maths and Physics derivations and Systems documentation.

ia-agent-native-architecture

Design agent-native applications where agents replace UI users as the primary actor. Use when designing MCP tools, agent-loop architectures, shared-workspace...

Nm Archetypes Architecture Paradigm Layered

Applies layered n-tier architecture with enforced boundaries

Nm Archetypes Architecture Paradigm Space Based

Applies data-grid architecture for high-traffic stateful workloads

Nm Archetypes Architecture Paradigm Client Server

Applies client-server architecture for web/mobile apps

Nm Archetypes Architecture Paradigm Hexagonal

Applies hexagonal architecture isolating domain from infrastructure

Nm Pensive Architecture Review

Assesses architecture decisions, ADR compliance, and coupling

Agent Architecture Guide

Build a more reliable OpenClaw agent with battle-tested architecture patterns. Covers WAL protocol, working buffer, memory anti-poisoning, layered memory com...

Visual Architecture

Render restrained architecture diagrams from structured JSON with a deterministic local SVG renderer.

Agent Architecture Designer

Imported specialist agent skill for architecture designer. Use when requests match this domain or role.

ai-architecture-harness-en

Establish and use architectural guardrails for AI-assisted coding to prevent architecture collapse, feature regression, and drift across long multi-turn iter...

Agent Memory Architecture

Implement the 5-file agent memory architecture for durable continuity across sessions. Covers SOUL.md (identity), IDENTITY.md, USER.md, AGENTS.md (operating...

nemo-automodel-model-onboarding

Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.

agent-architecture-evaluator

Use when evaluating, testing, and optimizing an agent architecture or multi-agent system. Best for reviewing planning, routing, memory, tool use, reliability...

Langgraph Architecture

Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designi...