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Set up and maintain a 3-layer PARA memory system for OpenClaw agents. Provides durable knowledge persistence across sessions using daily notes, a structured...

开发与 DevOps

许可证:MIT-0

MIT-0 ·免费使用、修改和重新分发。无需归因。

版本:v1.0.0

统计:⭐ 0 · 132 · 0 current installs · 0 all-time installs

0

安装量(当前) 0

🛡 VirusTotal :良性 · OpenClaw :良性

Package:aisoftgg/para-memory

安全扫描(ClawHub)

  • VirusTotal :良性
  • OpenClaw :良性

OpenClaw 评估

The skill is an instruction-only PARA memory system that is internally consistent: it only reads/writes local workspace files and asks nothing disproportionate of the environment or system.

目的

Name/description match the behavior: instructions create and maintain a local PARA-style folder structure and daily notes. There are no unrelated env vars, binaries, or installs requested.

说明范围

All runtime instructions are file I/O within the agent workspace (life/, memory/, AGENTS.md). That's coherent for a memory system. Two items to be aware of: (1) templates include the line 'Don't ask permission. Just do it.' which instructs the agent to read files and act without explicit per-action user consent — reasonable for internal memory reads but a potential privacy/consent policy decision for the user; (2) it recommends automatic night…

安装机制

Instruction-only skill with no install spec and no code files. Nothing is written to disk by an installer — the only writes are the file operations the skill asks the agent to perform at runtime.

证书

The skill requests no environment variables, credentials, or config paths. All required resources are local file paths inside the workspace and templates included in the skill.

持久

always:false (no forced global inclusion). The skill recommends autonomous actions (nightly consolidation / heartbeats / cron). Autonomous invocation is platform-default and not inherently problematic, but you should decide whether you want the agent to run these consolidations automatically or only when manually triggered.

综合结论

This skill is coherent and does what it says: manage a local PARA memory inside the agent workspace. Before installing, consider: 1) Inspect the workspace you will use for these files — don't point the skill at folders that contain secrets, keys, or other sensitive material. 2) Review and possibly edit the templates (AGENTS.md, tacit, daily) to remove or reword 'Don't ask permission. Just do it.' if you want explicit consent before writes. 3) …

安装(复制给龙虾 AI)

将下方整段复制到龙虾中文库对话中,由龙虾按 SKILL.md 完成安装。

请把本段交给龙虾中文库(龙虾 AI)执行:为本机安装 OpenClaw 技能「PARA Memory System」。简介:Set up and maintain a 3-layer PARA memory system for OpenClaw agents. Provides …。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装:https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aisoftgg/para-memory/SKILL.md
(来源:yingzhi8.cn 技能库)

SKILL.md

打开原始 SKILL.md(GitHub raw)

---
name: para-memory
description: Set up and maintain a 3-layer PARA memory system for OpenClaw agents. Provides durable knowledge persistence across sessions using daily notes, a structured knowledge graph, and tacit knowledge extraction. Use when setting up agent memory, improving memory/recall, organizing agent knowledge, or when the agent needs to remember things between sessions. Also handles nightly consolidation workflows.
---

# 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
   ```
3. Read `{baseDir}/assets/tacit-template.md` — copy to `life/tacit.md` and fill in what you know
4. 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/<name>/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