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Master Early Modern philosophy from Descartes through Kant. Use for: rationalism, empiricism, the epistemological turn, mind-body problem, substance metaphysics. Triggers: 'Cartesian', 'cogito', 'Desc…
A framework for transitioning high-ambiguity R&D projects (Horizon 3) into operational product squads (Horizon 1). Use this when moving an experimental prototype to a permanent product team or when sc…
Configure MQTT brokers (Mosquitto, EMQX) for IoT messaging, device communication, and smart home integration. Manage topics, QoS levels, authentication, and bridging. Use when setting up IoT messaging…
Multi-modal prompting with vision, audio, and document understanding
Overview of Experimental MVCC feature - snapshot isolation, versioning, limitations
Expert guidance for building production MCP servers using MXCP (Model Context Protocol eXtension Platform), an enterprise framework with SQL and Python endpoints, security, testing, and deployment. Us…
n8n workflow automation with Kafka integration expert. Covers Kafka trigger node, producer node, event-driven workflows, error handling, retries, and no-code/low-code event processing patterns. Activa…
Use when designing menu systems, breadcrumbs, mega-menus, or navigation APIs. Covers menu hierarchies, dynamic vs static navigation, mobile navigation patterns, and navigation endpoint design for head…
Master MongoDB index creation and types. Learn single-field, compound, unique, text, geospatial, and TTL indexes. Optimize query performance dramatically with proper indexing.
Runs npm validate/test/smoke gates and emits a JSON gate report with log paths.
Generate test cases for Merge Request changes. Analyzes diff between MR branch and develop, identifies affected areas (components, utilities, API calls, styling), and generates prioritized test cases.…
Comprehensive guide for using multi-threading and multi-processing in Python, including when to choose each approach, best practices, and practical examples using the speedy_utils library.
This is a new rule
This is a new rule
Comprehensive n8n workflow testing including execution lifecycle, node connection patterns, data flow validation, and error handling strategies. Use when testing n8n workflow automation applications.
GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, N…
Classifies a user request into task types (feature, modification, bugfix, refactor) and extracts intent keywords. Use at the start of PM analysis.
MQL5 indicator development patterns. TRIGGERS - MQL5 indicator, OnCalculate, indicator buffers, MetaTrader 5.
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
Implement multi-tenant PostgreSQL database layer with row-level security. Use for database schema design, tenant isolation, migrations, connection pooling, and data access patterns. Triggers on "datab…
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Add, remove, modify skills to my-skills-collection repository or sync the repository. Install all the skills to AI agent's skills directory after operations.
Generate and edit images using Google Gemini 3 Pro Image (Nano Banana Pro). Supports text-to-image, image editing, various aspect ratios, and high-resolution output (2K/4K).
Query news articles from Neo4j with fulltext and vector search. Use when fetching news data or searching news content.