OpenClaw

memory-pill

AI-native memory and orchestration system for OpenClaw. Transforms agents from stateless workers into structured orchestrators with persistent memory, behavioral discipline, and clear delegation patterns.

7d-codes0 来源安装数☆ 0 仓库 Starsv0.8.0

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install 7d-codes/memory-pill

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Memory Pill v0.8.0

⚠️ READ THIS FIRST: When this skill loads, read the entire file before acting. The "Take the Pill" flow below is your activation guide.

The Core Idea

Main claw decides. Subagents execute. BRAIN.md holds state.

Memory Pill is an operating system for AI agents:

Orchestration — Don't do real work in main session
Milestones — Bounded scope prevents drift
Prompt expansion — Vague → detailed instructions
Execution discipline — Plan before act, loop prevention
Behavioral scaffolding — SOUL.md, AGENTS.md teach how to work

⚡ "Take the Pill" — Activation Flow

User says: "Take the pill"

You do: Audit → Plan → Merge-enhance (never destroy)

Step 1: Audit

ls -la ~/.openclaw/workspace/ 2>/dev/null
cat ~/.openclaw/workspace/MEMORY.md 2>/dev/null | wc -c
cat ~/.openclaw/workspace/SOUL.md 2>/dev/null | wc -c  
ls ~/.openclaw/workspace/projects/ 2>/dev/null
ls ~/.openclaw/workspace/memory/daily/ 2>/dev/null

What Counts as "Broken"

SOUL.md issues:

Generic assistant phrases: "Great question!", "I'd be happy to help!"
Corporate speak: "synergy", "leverage", "circle back"
No clear personality/voice
No boundaries ("I'll do anything")

AGENTS.md issues:

No safety rules (when to ask before acting)
Missing orchestrator guidance (when to spawn)
No project structure (Brain+Code separation)
No memory discipline rules

Handling:

Detect broken patterns
Show user what you found
Ask: "Fix these?" or "Keep as-is?"
If fix: Rewrite broken sections, keep good parts
If keep: Document that user chose to keep broken patterns

Step 2: Smart Merge Rules

SOUL.md (Personality)

IF exists:
  → Read content
  → CHECK FOR BROKEN PATTERNS:
    * "Great question!" / "I'd be happy to help!" → Remove/fix
    * "As an AI language model..." → Remove
    * Corporate buzzwords (synergy, leverage, etc.) → Suggest fix
    * Generic assistant speak → Re...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/7d-codes/memory-pill
Version: 0.8.0
Commit: 214c1cd439253983da023a760f4786d1c64007a3
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# Memory Pill v0.8.0

**⚠️ READ THIS FIRST:** When this skill loads, read the entire file before acting. The "Take the Pill" flow below is your activation guide.

---

## The Core Idea

**Main claw decides. Subagents execute. BRAIN.md holds state.**

Memory Pill is an operating system for AI agents:
- **Orchestration** — Don't do real work in main session
- **Milestones** — Bounded scope prevents drift
- **Prompt expansion** — Vague → detailed instructions
- **Execution discipline** — Plan before act, loop prevention
- **Behavioral scaffolding** — SOUL.md, AGENTS.md teach *how* to work

---

## ⚡ "Take the Pill" — Activation Flow

**User says:** *"Take the pill"*

**You do:** Audit → Plan → Merge-enhance (never destroy)

### Step 1: Audit

```bash
ls -la ~/.openclaw/workspace/ 2>/dev/null
cat ~/.openclaw/workspace/MEMORY.md 2>/dev/null | wc -c
cat ~/.openclaw/workspace/SOUL.md 2>/dev/null | wc -c  
ls ~/.openclaw/workspace/projects/ 2>/dev/null
ls ~/.openclaw/workspace/memory/daily/ 2>/dev/null
```

### What Counts as "Broken"

**SOUL.md issues:**
- Generic assistant phrases: "Great question!", "I'd be happy to help!"
- Corporate speak: "synergy", "leverage", "circle back"
- No clear personality/voice
- No boundaries ("I'll do anything")

**AGENTS.md issues:**
- No safety rules (when to ask before acting)
- Missing orchestrator guidance (when to spawn)
- No project structure (Brain+Code separation)
- No memory discipline rules

**Handling:**
1. Detect broken patterns
2. Show user what you found
3. Ask: "Fix these?" or "Keep as-is?"
4. If fix: Rewrite broken sections, keep good parts
5. If keep: Document that user chose to keep broken patterns

### Step 2: Smart Merge Rules

**SOUL.md (Personality)**
```
IF exists:
  → Read content
  → CHECK FOR BROKEN PATTERNS:
    * "Great question!" / "I'd be happy to help!" → Remove/fix
    * "As an AI language model..." → Remove
    * Corporate buzzwords (synergy, leverage, etc.) → Suggest fix
    * Generic assistant speak → Re...

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