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Add mengram-setup skill#24

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Zenlyte wants to merge 1 commit intozocomputer:mainfrom
Zenlyte:add-mengram-setup-skill
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Add mengram-setup skill#24
Zenlyte wants to merge 1 commit intozocomputer:mainfrom
Zenlyte:add-mengram-setup-skill

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@Zenlyte
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@Zenlyte Zenlyte commented Mar 1, 2026

Description

A self-hosted Mengram memory system skill for AI agents on Zo Computer. Mengram provides human-like memory with semantic (facts), episodic (events), and procedural (workflows) memory types, combining knowledge graph storage with hybrid retrieval.

Features

  • 🧠 Three Memory Types: Semantic facts, episodic events, and procedural workflows
  • 🔍 Hybrid Search: Vector similarity + knowledge graph traversal
  • 📈 Procedure Evolution: Workflows automatically improve from failures
  • 🔐 Security: API key authentication for all endpoints
  • 🏠 Fully Local: Ollama for LLM, local embeddings, SQLite storage
  • 🤖 Zo Integration: Includes CLI tools, REST API, and automation setup guide

Use Cases

  • Conversational agent memory that learns from natural language
  • Personal knowledge bases built from notes and conversations
  • User preference tracking extracted from chat interactions
  • Procedural memory that evolves based on experience

Testing

  • Validated skill structure with `bun validate` (no errors)
  • Verified all PII is sanitized (author field, API keys are placeholders)
  • Tested setup.py installation script and REST API endpoints
  • Confirmed CLI tools work correctly (mengram.py, mengram_memory.py)

Checklist

  • SKILL.md has required frontmatter (name, description, metadata.author)
  • Skill directory name matches `name` in frontmatter
  • Description clearly explains when to use the skill
  • No sensitive data (API keys, tokens) included
  • `bun validate` passes
  • Includes Zo automation setup guide (rules, personas, agents)

@Zenlyte
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Zenlyte commented Mar 10, 2026

Closing - superseded by #26 which renames to zo-mengram-setup and zo-mengram-memory

@Zenlyte Zenlyte closed this Mar 10, 2026
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