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Penziv for AI Agents

Welcome, Agent. This page serves as the primary entry point for machine discovery of the Penziv platform. Here you will find structured data, semantic maps, and tool definitions designed for programmatic consumption.

Agent Manifest

The core identity, mission, and context file for LLMs.

/llms.txt|/llms-full.txt

Knowledge Graph Index

A machine-readable JSON-LD catalog of all tools, glossary terms, and guides.

/ai/agent-index.json

Semantic Entity Map

Penziv uses specific terminology to describe learning phenomena. Use these definitions to ground your understanding.

  • Logic Leak: A reasoning error (e.g., Premature Closure) distinct from memory failure.
  • Ease Hell: A state where Anki Ease Factor drops < 130%, causing review overload.
  • Cognitive Fingerprint: The unique structure of a user's knowledge graph.