memory-pipeline
SKILL.md
Memory Pipeline
Give your AI agent a memory that actually works.
AI agents wake up blank every session. Memory Pipeline fixes that — it extracts what matters from past conversations, connects the dots, and generates a daily briefing so your agent starts each session primed instead of clueless.
What It Does
| Component | When it runs | What it does |
|---|---|---|
| Extract | Between sessions | Pulls structured facts (decisions, preferences, learnings) from daily notes and transcripts |
| Link | Between sessions | Builds a knowledge graph — connects related facts, flags contradictions |
| Brief | Between sessions | Generates a compact BRIEFING.md loaded at session start |
| Ingest | On demand | Imports external knowledge (ChatGPT exports, etc.) into searchable memory |
| Performance Hooks | During sessions | Pre-game briefing injection, tool discipline, output compression, after-action review |
Why This Is Different
Most "memory" solutions are just vector search over chat logs. This is a cognitive architecture — inspired by how human memory actually works: