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# Setup — Self-Improving Agent
## First-Time Setup
### 1. Create Memory Structure
```bash
mkdir -p ~/self-improving/{projects,domains,archive}
```
### 2. Initialize Core Files
Create `~/self-improving/memory.md`:
```markdown
# Memory (HOT Tier)
## Preferences
## Patterns
## Rules
```
Create `~/self-improving/corrections.md`:
```markdown
# Corrections Log
| Date | What I Got Wrong | Correct Answer | Status |
|------|-----------------|----------------|--------|
```
Create `~/self-improving/index.md`:
```markdown
# Memory Index
| File | Lines | Last Updated |
|------|-------|--------------|
| memory.md | 0 | — |
| corrections.md | 0 | — |
```
### 3. Choose Operating Mode
Add to your AGENTS.md or workspace config:
```markdown
## Self-Improving Mode
Current mode: Passive
Available modes:
- Passive: Only learn from explicit corrections
- Active: Suggest patterns after 3x repetition
- Strict: Require confirmation for every entry
```
## Verification
Run "memory stats" to confirm setup:
```
📊 Self-Improving Memory
🔥 HOT (always loaded):
memory.md: 0 entries
🌡️ WARM (load on demand):
projects/: 0 files
domains/: 0 files
❄️ COLD (archived):
archive/: 0 files
⚙️ Mode: Passive
```
## Optional: Heartbeat Integration
Add to `HEARTBEAT.md` for automatic maintenance:
```markdown
## Self-Improving Check
- [ ] Review corrections.md for patterns ready to graduate
- [ ] Check memory.md line count (should be ≤100)
- [ ] Archive patterns unused >90 days
```