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PARA Memory System

Set up and maintain a 3-layer PARA memory system for OpenClaw agents. Provides durable knowledge persistence across sessions using daily notes, a structured...
为OpenClaw代理搭建并维护三层PARA记忆系统,通过日记和结构化方式实现跨会话的持久化知识存储。
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概述

PARA Memory System for OpenClaw

A battle-tested 3-layer memory system that gives your agent real continuity across sessions. Built by KaiShips (kaiships.com).

Why This Exists

OpenClaw agents wake up fresh every session. Without a memory system, they forget everything — decisions, preferences, project context, lessons learned. This skill fixes that.

The 3 Layers

Layer 1: Knowledge Graph (life/ — PARA structure)

Durable, structured knowledge organized by purpose:

  • life/projects/ — Active projects with clear goals (one folder per project, each with status.md)
  • life/areas/ — Ongoing responsibilities (business ops, infrastructure, marketing)
  • life/resources/ — Reference material, research, templates
  • life/archives/ — Completed/abandoned projects (moved here, never deleted)

Layer 2: Daily Notes (memory/YYYY-MM-DD.md)

Raw session logs. Written during conversations:

  • What was discussed and decided
  • What was accomplished
  • Open questions and next steps
  • New information learned about the user

Layer 3: Tacit Knowledge (life/tacit.md)

The "personality" layer — what makes the agent actually useful:

  • User communication preferences and work habits
  • Business context and constraints
  • Lessons learned from mistakes
  • Platform-specific gotchas and workarounds

Setup Instructions

First-time setup

  1. Read {baseDir}/assets/AGENTS-template.md — copy its contents to your workspace AGENTS.md
  2. Create the directory structure:

```

mkdir -p life/projects life/areas life/resources life/archives memory

```

  1. Read {baseDir}/assets/tacit-template.md — copy to life/tacit.md and fill in what you know
  2. Create today's daily note: memory/YYYY-MM-DD.md using the template in {baseDir}/assets/daily-template.md

Session startup routine

Every session, before doing anything else:

  1. Read life/tacit.md (Layer 3 — who you're helping)
  2. Read memory/YYYY-MM-DD.md for today and yesterday (Layer 2 — recent context)
  3. If in a direct/main session: also read MEMORY.md if it exists

During conversations

When you learn something new, write it down immediately:

  • New fact about the user → update life/tacit.md
  • Project update → update relevant life/projects//status.md
  • Decision made → log in today's memory/YYYY-MM-DD.md

Critical rule: never make "mental notes." If it's worth remembering, write it to a file.

Nightly consolidation

Run during heartbeats or end-of-session:

  1. Review today's memory/YYYY-MM-DD.md
  2. Extract durable facts → update relevant life/ files (Layer 1)
  3. Extract lessons/preferences → update life/tacit.md (Layer 3)
  4. Keep daily notes as raw archive (never delete them)

Key Principles

  • Check before creating. Always look for existing projects/areas before making new ones.
  • Text > Brain. If you want to remember it, write it to a file. Period.
  • Kill fast. When a project stalls or fails, move it to life/archives/. Don't delete.
  • Areas have standards, not deadlines. Projects finish; areas are ongoing.
  • One source of truth. Don't duplicate info across files. Pick one home for each fact.

Recommended Cron Setup

For automatic nightly consolidation, add a cron job:

Schedule: 0 3 * * * (3 AM daily)
Task: Review today's daily notes, consolidate durable knowledge into life/ files, update tacit.md with new lessons.

Credits

Built by Kai @ KaiShips — kaiships.com

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-03-29 22:51 安全 安全

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