{"repo":"modeled-information-format/mnemonic","free":true,"listed":false,"github":"https://github.com/modeled-information-format/mnemonic","clone":"git clone https://github.com/modeled-information-format/mnemonic.git","description":"Persistent filesystem-based memory system for Claude Code. Pure MIF Level 3 compliant memory storage with YAML frontmatter, bi-temporal tracking, and proactive hooks. No dependencies - just markdown files and git.","language":"Python","stars":21,"topics":["ai-memory","claude-code","claude-plugin","knowledge-management","markdown","memory-system","persistent-memory","cross-session","git-versioned","mif-format"],"license":"MIT","category":"productivity","readme_excerpt":"Mnemonic A pure filesystem-based memory system for Claude Code. No external dependencies - all operations use standard Unix tools and Claude's native capabilities. Note : This plugin implements the Memory Interchange Format (MIF) specification for standardized AI memory storage. MIF defines a portable, human-readable format for persistent AI memories. Features - Pure Filesystem : All memories stored as markdown files with YAML frontmatter - MIF Level 3 Compliant : Standardized Memory Interchange Format - Skill-First Architecture : Skills work standalone without hooks or libraries - Cognitive Memory Types : Semantic, episodic, and procedural memories - Custom Ontologies : Extend with domain-specific entity types and relationships - Semantic Search : Optional vector search via qmd integration - Bi-Temporal Tracking : Valid time vs. recorded time - Git Versioned : All changes tracked with git - Cross-Session Coordination : Blackboard for session handoffs Why Filesystem? Research validates the filesystem approach for AI memory. In Letta's LoCoMo benchmark, filesystem-based memory achieved 74.0% accuracy compared to Mem0's graph-based approach at 68.5% . This counterintuitive result has a simple explanation: LLMs are extensively pretrained on filesystem operations, making simple tools more reliable than specialized knowledge graphs or vector databases. This approach is grounded in Unix philosophy, as articulated in \"From Everything is a File to Files Are All You Need\". Just as Uni","default_branch":null,"files":null,"tree":[],"storefront":"/r/modeled-information-format","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/modeled-information-format/mnemonic/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}