skills/skills.volces.com/memory-system-v2

memory-system-v2

SKILL.md

Memory System v2.0

Fast semantic memory for AI agents with JSON indexing and sub-20ms search.

Overview

Memory System v2.0 is a lightweight, file-based memory system designed for AI agents that need to:

  • Remember learnings, decisions, insights, events, and interactions across sessions
  • Search memories semantically in <20ms
  • Auto-consolidate daily memories into weekly summaries
  • Track importance and context for better recall

Built in pure bash + jq. No databases required.

Features

  • ⚑ Fast Search: <20ms average search time (36 tests passed)
  • 🧠 Semantic Memory: Capture 5 types of memories (learning, decision, insight, event, interaction)
  • πŸ“Š Importance Scoring: 1-10 scale for memory prioritization
Installs
52
First Seen
Mar 12, 2026
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