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AI Agent Skill Architecture & Development Cheat Sheet
A comprehensive cheat sheet for AI Agent Skill architecture: comparing casual chat vs skill-based execution, detailing the 4 core components of a production skill, analyzing the 5-tier Prompt/Tool/Skill/Workflow/Agent hierarchy, and providing a standardized SKILL.md template with 5 golden engineering rules.
Core AI Algorithms Cheat Sheet: From Classical ML to Foundation Models & Vector Search
A production-tested reference guide distilling the 27 most essential algorithms used in modern AI engineering: covering classical supervised learning, gradient-boosted trees, clustering and vector search (HNSW), deep architectures and optimizers (AdamW), and LLM alignment (DPO, PPO).
Cross-Border E-Commerce AI Agent Architecture & Multi-Agent Collaboration Cheat Sheet
A 5-tier reference sheet for cross-border e-commerce AI Agent system architecture: touchpoints, 6 multi-role collaborative agents and orchestrator, tool & capability integration, data governance lakehouse and vector DB, and cloud infrastructure.
Technological Revolutions & Artificial Intelligence Evolution Master Cheat Sheet
A comprehensive comparative reference guide examining humanity's four industrial and technological revolutions (Steam, Electricity, Computing/Internet, and AI): analyzing core drivers, diffusion cycles, factor substitution, AGI/ASI evolutionary roadmaps, and social-organizational transformations.