bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install 7d-codes/memory-pillInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
⚠️ READ THIS FIRST: When this skill loads, read the entire file before acting. The "Take the Pill" flow below is your activation guide.
Main claw decides. Subagents execute. BRAIN.md holds state.
Memory Pill is an operating system for AI agents:
User says: "Take the pill"
You do: Audit → Plan → Merge-enhance (never destroy)
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
SOUL.md issues:
AGENTS.md issues:
Handling:
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...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# 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...Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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