Rechercher

PythonReactSEOPDF
OpenClaw

memory-para

Manage and maintain memory system using the Root + PARA hybrid architecture. Use when performing memory maintenance, distilling daily logs, and updating core workspace files (USER/SOUL/TOOLS/PARA). Triggers on "memory maintenance" or "maintain memory"

hugo-zhu0 installations selon la source☆ 0 Étoiles du dépôt

Installation

Suivez les instructions du dépôt pour votre agent. Consultez les fichiers et dépendances avant l’installation.

SkillHub CLI

skillhub install hugo-zhu/memory-para

Examinez la source et la compatibilité, puis suivez les étapes d’installation.

Donnez le lien à votre agent et demandez-lui d’examiner instructions et dépendances avant d’expliquer les étapes.

Voir la source ↗Guides

Instructions

Memory Management (PARA)

This skill governs the "metabolism" of your memory system. It transforms raw episodic logs into structured semantic knowledge.

Prerequisites

The workspace is organized into three conceptual layers for efficiency and high recall. Please refer to the structure below and follow the Maintenance SOP to refine and organize the workspace step by step.

~/.openclaw/workspace/ (工作区根目录)
├── 📂 Root 层 (核心加载区 - "开机即读的本能")
│   ├── USER.md              # 用户的核心画像、不可逾越的偏好底线。
│   ├── SOUL.md              # 你的人设、安全红线、行为准则与经验教训。
│   ├── TOOLS.md             # 你的运行环境参数、物理路径、执行准则与红线。
│   ├── IDENTITY.md          # 你的身份标识、昵称、基本属性。
│   └── MEMORY.md            # 你的全局记忆的"导航索引"。仅记录里程碑事件 (Timeline) 与知识版图 (Knowledge Atlas)。
│
├── 📂 PARA 记忆层 (知识沉淀区 - 随用随读)
│   ├── PROJECTS.md          # 进行中项目的详细进度、过程数据。
│   ├── AREAS.md             # 长期维护领域的深度知识。
│   ├── RESOURCES.md         # 纯粹的参考资料、静态清单、外部链接。
│   └── 📂 ARCHIVES/         # 已结项或 Master 文件溢出的历史副本。
│
└── 📂 Inbox 层 (收件箱 - "原始矿石收集处")
    └── 📂 memory/           # (默认存储目录)
        ├── YYYY-MM-DD.md    # 当日原始对话流水账。
        └── heartbeat-state.json # 任务执行时间戳。

Maintenance SOP (Standard Operating Procedure)

  • 文件更新原则: 所有修改与更新,必须遵循“先读取现有内容,再逻辑合并并精准修改”的原则,严禁直接覆盖。
  • SOP最终目标:以 7 个核心文件为底层存储,以 MEMORY.md 为全局空中索引,确保大脑架构高度扁平且逻辑严密闭环。
提纯与沉淀 (Distill & Settle)

对 memory/ 目录下所有 YYYY-MM-DD.md 文件执行以下操作:

  1. 识别文件中所有结论、偏好、教训、进展等。
  2. 根据识别出的信息按以下路由规则关系更新对应文件:
    • 用户的偏好 → USER.md
    • 你的行为准则/教训 → SOUL.md
    • 你的环境参数/工具配置 → TOOLS.md
    • 你的身份定义 → IDENTITY.md
    • 项目进度/过程数据 →...

Informations sur la source

Source
github
Repository
openclaw/skills
Path
skills/hugo-zhu/memory-para
Version
—
Commit
a90ac9582545ec4223385d2a15e23a61155acfff
Source de classification
rules
Statut
active
Visibilité
public

Ces informations proviennent de l’analyse indexée et peuvent être anciennes. Vérifiez les fichiers actuels.

README

Memory Management (PARA) for OpenClaw

A streamlined memory distillation skill for OpenClaw agents based on the Root + PARA hybrid architecture. This skill transforms raw conversation logs into structured, high-signal knowledge.

Overview

OpenClaw generates raw daily logs (memory/YYYY-MM-DD.md) through its context compaction mechanism. While useful, these logs can become noisy. Memory-Para provides a systematic SOP for agents to "metabolize" these raw logs into a curated knowledge base, ensuring long-term recall and high-precision retrieval.

Features

  • Root + PARA Architecture: Splits memory into a "Hot" Root layer (Identity/Rules) and a "Warm" PARA layer (Projects/Areas/Resources).
  • Automated SOP: Provides clear step-by-step instructions for agents to analyze, route, and merge new information.
  • High-Signal Retrieval: Implements a tiered retrieval protocol (Hot -> Warm -> Cold -> Archive).
  • Markdown-Native: Optimizes for LLM readability using precise naming, semantic enrichment, and structured encoding.

Installation

  1. Copy the memory-para folder to your OpenClaw workspace:
    cp -r memory-para ~/.openclaw/workspace/skills/
    
  2. Integrate into your HEARTBEAT.md for automated nightly distillation.

Usage

This skill is designed to be triggered by OpenClaw's internal maintenance tasks or manual user prompts like:

  • "Perform memory maintenance"
  • "Distill today's logs"

When active, the agent will scan the memory/ directory, extract valuable insights (preferences, decisions, SOPs), and merge them into your Master files following the "Read-Before-Write" principle.

File Structure

  • SKILL.md: Core metadata and the Distillation SOP.
  • README.md: This documentation.

Developed for the OpenClaw community. 🎩

Contenu extrait

SKILL.md
# Memory Management (PARA)

This skill governs the "metabolism" of your memory system. It transforms raw episodic logs into structured semantic knowledge.

## Prerequisites

The workspace is organized into three conceptual layers for efficiency and high recall. Please refer to the structure below and follow the Maintenance SOP to refine and organize the workspace step by step.

```text
~/.openclaw/workspace/ (工作区根目录)
├── 📂 Root 层 (核心加载区 - "开机即读的本能")
│   ├── USER.md              # 用户的核心画像、不可逾越的偏好底线。
│   ├── SOUL.md              # 你的人设、安全红线、行为准则与经验教训。
│   ├── TOOLS.md             # 你的运行环境参数、物理路径、执行准则与红线。
│   ├── IDENTITY.md          # 你的身份标识、昵称、基本属性。
│   └── MEMORY.md            # 你的全局记忆的"导航索引"。仅记录里程碑事件 (Timeline) 与知识版图 (Knowledge Atlas)。
│
├── 📂 PARA 记忆层 (知识沉淀区 - 随用随读)
│   ├── PROJECTS.md          # 进行中项目的详细进度、过程数据。
│   ├── AREAS.md             # 长期维护领域的深度知识。
│   ├── RESOURCES.md         # 纯粹的参考资料、静态清单、外部链接。
│   └── 📂 ARCHIVES/         # 已结项或 Master 文件溢出的历史副本。
│
└── 📂 Inbox 层 (收件箱 - "原始矿石收集处")
    └── 📂 memory/           # (默认存储目录)
        ├── YYYY-MM-DD.md    # 当日原始对话流水账。
        └── heartbeat-state.json # 任务执行时间戳。
```

## Maintenance SOP (Standard Operating Procedure)

- **文件更新原则**: 所有修改与更新,**必须**遵循“先读取现有内容,再逻辑合并并精准修改”的原则,**严禁直接覆盖**。
- **SOP最终目标**:以 7 个核心文件为底层存储,以 `MEMORY.md` 为全局空中索引,确保大脑架构高度扁平且逻辑严密闭环。

### 提纯与沉淀 (Distill & Settle)
对 `memory/` 目录下所有 `YYYY-MM-DD.md` 文件执行以下操作:
1. 识别文件中所有结论、偏好、教训、进展等。
2. 根据识别出的信息按以下路由规则关系更新对应文件:
   - 用户的偏好 → `USER.md`
   - 你的行为准则/教训 → `SOUL.md`
   - 你的环境参数/工具配置 → `TOOLS.md`
   - 你的身份定义 → `IDENTITY.md`
   - 项目进度/过程数据 →...
README
# Memory Management (PARA) for OpenClaw

A streamlined memory distillation skill for OpenClaw agents based on the **Root + PARA** hybrid architecture. This skill transforms raw conversation logs into structured, high-signal knowledge.

## Overview

OpenClaw generates raw daily logs (`memory/YYYY-MM-DD.md`) through its context compaction mechanism. While useful, these logs can become noisy. **Memory-Para** provides a systematic SOP for agents to "metabolize" these raw logs into a curated knowledge base, ensuring long-term recall and high-precision retrieval.

## Features

- **Root + PARA Architecture**: Splits memory into a "Hot" Root layer (Identity/Rules) and a "Warm" PARA layer (Projects/Areas/Resources).
- **Automated SOP**: Provides clear step-by-step instructions for agents to analyze, route, and merge new information.
- **High-Signal Retrieval**: Implements a tiered retrieval protocol (Hot -> Warm -> Cold -> Archive).
- **Markdown-Native**: Optimizes for LLM readability using precise naming, semantic enrichment, and structured encoding.

## Installation

1. Copy the `memory-para` folder to your OpenClaw workspace:
   ```bash
   cp -r memory-para ~/.openclaw/workspace/skills/
   ```
2. Integrate into your `HEARTBEAT.md` for automated nightly distillation.

## Usage

This skill is designed to be triggered by OpenClaw's internal maintenance tasks or manual user prompts like:
- "Perform memory maintenance"
- "Distill today's logs"

When active, the agent will scan the `memory/` directory, extract valuable insights (preferences, decisions, SOPs), and merge them into your Master files following the "Read-Before-Write" principle.

## File Structure

- `SKILL.md`: Core metadata and the Distillation SOP.
- `README.md`: This documentation.

---
Developed for the OpenClaw community. 🎩

Skills associés

OpenClaw

dojo.md

edholofy

University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-training loops generate per-model SKILL.md documents. Works with Claude Code, OpenClaw, Cursor, Windsurf. No fine-tuning req...

OpenClaw

geo-optimization

capt-marbles

Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...

OpenClaw

wps-macos-helper

lethehades

macOS WPS Office workflow helper skill for safer document preparation, conversion, export, and compatibility guidance