# TMLPD Skill - Installation Complete ✅

## What Was Created

The **TreeQuest Multi-LLM Parallel Deployment (TMLPD)** skill has been successfully created and is ready to use from any project.

### Created Files

1. **Main Skill Documentation**
   - `~/.claude/skills/TMLPD.md` (540 lines)
   - Complete guide with deployment strategies, configurations, and examples

2. **Quick Reference**
   - `~/.claude/skills/TMLPD-QUICKREF.md` (210 lines)
   - Fast lookup for common commands and patterns

3. **Configuration Templates**
   - `~/.claude/skills/tmlpd-category.yaml` - Category-based parallelization
   - `~/.claude/skills/tmlpd-phase.yaml` - Phase-based parallelization
   - `~/.claude/skills/tmlpd-monitoring.yaml` - Advanced monitoring setup

4. **Test & Verification**
   - `~/.claude/skills/test-tmlpd.sh` - Automated verification script

## How to Use

### From Any Project

```bash
cd /path/to/your-project

# Invoke the skill
/TMLPD

# Or use TreeQuest directly
treequest-parallel --agents=4 --mode=category
```

### Brain Spark Example

```bash
cd ~/brain-spark-analysis-project

# Copy template
cp ~/.claude/skills/tmlpd-category.yaml ./tmlpd-config.yaml

# Edit config as needed
vim tmlpd-config.yaml

# Deploy parallel agents
treequest-parallel --config=tmlpd-config.yaml --background

# Monitor progress
treequest-parallel --status
```

### With TaskMaster

```bash
cd ~/brain-spark-analysis-project

# Parse PRD and create tasks
task-master parse-prd .taskmaster/docs/prd.txt
task-master expand --all --research

# Deploy TreeQuest agents on tasks
treequest-parallel --source=taskmaster --agents=4
```

## Key Features

### 3 Deployment Modes
1. **Category Mode** - Split by task type (frontend, backend, testing, docs)
2. **Phase Mode** - Execute project phases in parallel
3. **Verification Mode** - Run tasks on multiple models for consensus

### Multi-Provider Support
- **Anthropic** (Claude) - Complex reasoning and architecture
- **OpenAI** (GPT-4) - Code generation and debugging
- **Google** (Gemini) - Research and documentation
- **Perplexity** (Llama Sonar) - Web-connected research
- **Groq/Cerebras** - Fast execution for simple tasks

### Advanced Capabilities
- Dynamic load balancing
- Cost optimization with budget limits
- Error recovery with auto-retry
- Checkpoint-based resume
- Real-time monitoring dashboard

## Expected Performance

| Agents | Speedup | Cost Efficiency |
|--------|---------|-----------------|
| 2 | 1.8x | High |
| 4 | 3.4x | Medium |
| 6 | 4.8x | Low |

## Prerequisites Met

✅ TreeQuest CLI installed
✅ Configuration file exists
✅ Multiple providers configured
✅ Skill files created
✅ Templates ready to use

## Quick Verification

Run the test script:
```bash
~/.claude/skills/test-tmlpd.sh
```

## Documentation Locations

- **Full Guide:** `~/.claude/skills/TMLPD.md`
- **Quick Reference:** `~/.claude/skills/TMLPD-QUICKREF.md`
- **Templates:** `~/.claude/skills/tmlpd-*.yaml`
- **Test Script:** `~/.claude/skills/test-tmlpd.sh`

## Next Steps

1. **Try it out:**
   ```bash
   cd ~/brain-spark-analysis-project
   /TMLPD
   ```

2. **Customize a config:**
   ```bash
   cp ~/.claude/skills/tmlpd-category.yaml ./tmlpd-config.yaml
   # Edit for your project needs
   ```

3. **Deploy parallel agents:**
   ```bash
   treequest-parallel --config=tmlpd-config.yaml --background
   ```

4. **Monitor progress:**
   ```bash
   treequest-parallel --status
   tail -f .tmlpd-output/tmlpd-logs.json
   ```

## Support

- **TreeQuest Status:** `treequest status`
- **Config:** `treequest config --show`
- **Test Providers:** `treequest test`
- **Full Help:** `/TMLPD`

---

**Installation Date:** 2026-01-01
**Version:** 1.0.0
**Status:** ✅ Ready to Use
