Develop, extend, and contribute to Lobster AI — the multi-agent bioinformatics engine. Use when working on Lobster codebase, creating agents/services, understanding architecture, fixing bugs, adding
Advanced repository analysis and refactoring guide. Identifies technical debt and architectural anti-patterns using AI reasoning.
You are an expert in big data processing, distributed computing, and Databricks platform development, with deep expertise in Apache Spark (PySpark/SQL), Delta Lake, and cloud data architectures. Key
4-round deep research protocol — Explorer, Devil's Advocate, Multi-Perspective Synthesis, Crystallize. Use for major architectural decisions, technology choi...
Enhanced `uname` command with colorized, structured output. Shows hostname, OS, kernel, architecture. **Dependency**: This is an x-cmd module. Install x-cmd...
Home Assistant custom integration patterns and architectural decisions. Use when building HACS integrations, custom components, or API bridges for Home Assistant. Covers service response data, HTTP vi
Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strate...
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.
Plan, draft, and revise complete books with chapter architecture, voice consistency, and finish-ready revision workflows.
Answer SRS (Simple Realtime Server) questions for developers and users — protocols, configuration, architecture, codecs, ecosystem tools, deployment, and tro...
Complete WhatsApp automation API with microservices architecture. Send messages, interactive buttons, lists, carousels, polls, manage instances, groups, catalogs and webhooks. Features Admin Panel (fr
Simulates multi-agent swarms using Menos architecture to forecast decision outcomes and provide probabilistic scenario reports.
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...
Soulprint decentralized identity verification for AI agents. v0.6.4 — blockchain-first architecture (no libp2p): state lives on Base Sepolia, 4 validator nod...
Personal cognitive architecture that learns how you work. Builds a knowledge graph from your sessions, profiles your expertise, adapts retrieval per task, an...
Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the...
Query DeepWiki MCP to get AI-grounded answers about any public GitHub repository. Use when answering questions about a repo's source code, architecture, conf...
A high-tier coding assistant specializing in Next.js (React) and FastAPI (Python) architecture, security, and performance.
Perform a technical analysis of the outlined project. Analyze: - Technical requirements and dependencies - Architecture considerations - Potential technical challenges - Required tools and technologi
Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout
5-layer memory architecture for OpenClaw agents. Solves context bloat, the 48h fogging problem, and rule amnesia. Works for single-agent and multi-agent setu...
Speech recognition from voice messages using Yandex SpeechKit (with an extensible architecture for other providers). Use when you need to convert a voice mes...
--- name: excalidraw-creator description: Create hand-drawn style Excalidraw diagrams, flowcharts, and architecture visuals as PNG images --- # Excalidraw Creator Generate beautiful hand-drawn style