# Symbolic Memory

> Stateless symbolic memory effect for LLM agents using SQL facts + canonical semantics, activated via symbols and JIT meaning (PostgreSQL + Ollama).

- Skill: `kernel8901/symbolic-memory` (Agent Skill, multi-file: 4 files)
- Install (CLI): `npx skillmds@latest add kernel8901/symbolic-memory`
- Raw SKILL.md: https://api.skillmd.com/api/skills/kernel8901/symbolic-memory/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: kernel8901 (https://skillmd.com/u/kernel8901)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/kernel8901/symbolic-memory

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# symbolic-memory

## Purpose

Provide a stateless symbolic memory workflow:
- Store facts + canonical semantics in PostgreSQL
- Expose references as symbols
- Activate meaning just-in-time (budgeted)
- Send only activated facts to the LLM (Ollama)

Rule:
Store semantics. Compute meaning. Never confuse the two.