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2151 184 Ms Indx Notebooks 80ec2b78
ASecurity**Interactive Jupyter notebooks** for hands-on learning of the Test Harness Pattern.
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[](https://www.skillsdirectory.com/skills/tools-only-2151-184-ms-indx-notebooks-80ec2b78)# Interactive Learning Lab Notebooks
**Interactive Jupyter notebooks** for hands-on learning of the Test Harness Pattern.
## π Quick Start
### Option 1: Google Colab (Recommended - No Setup)
Click "Open in Colab" badges below to run in your browser:
- **[01-mental-model.ipynb](01-mental-model.ipynb)** β
- 5-minute introduction to the test harness pattern
- **[02-orchestration-pattern.ipynb](02-orchestration-pattern.ipynb)** β
- Complete 60-min reference guide
- **[03-architecture-deep-dive.ipynb](03-architecture-deep-dive.ipynb)** *(Coming soon)* - Architecture breakdown
- **[04-build-your-own.ipynb](04-build-your-own.ipynb)** *(Coming soon)* - Build custom workflows
- **[05-debugging-tips.ipynb](05-debugging-tips.ipynb)** *(Coming soon)* - Troubleshooting guide
### Option 2: Local Jupyter
```bash
# Install dependencies
pip install jupyter jupytext nbformat ipykernel
# Start Jupyter
jupyter notebook
# Open any .ipynb file
```
### Option 3: VS Code
1. Install "Jupyter" extension
2. Open any `.ipynb` file
3. Click "Select Kernel" β Choose Python environment
4. Run cells with Shift+Enter
## π Notebooks Overview
### 01-mental-model.ipynb
**What you'll learn:** The core mental model and why this pattern works
**Interactive elements:**
- β¨ Multi-step task challenge
- β¨ Session directory creation demo
- β¨ JSON validation examples
- β¨ Verification script simulation
- β¨ Complete 5-phase workflow runner
**Time:** 15-20 minutes (including exercises)
### 02-orchestration-pattern.ipynb β
**What you'll learn:** Complete deep-dive into subagent orchestration (915 lines, 6 parts)
**Interactive elements:**
- β¨ Context budget calculator (monolithic vs orchestrated)
- β¨ Phase contract builder & validator
- β¨ Verification pattern simulator with reconciliation
- β¨ Complete production orchestrator
**Time:** 60+ minutes
### 03-architecture-deep-dive.ipynb *(Coming soon)*
**What you'll learn:** Why the pattern is architected this way
**Interactive elements:**
- β¨ Context budget calculator
- β¨ Phase flow visualizer
- β¨ Trade-off analyzer
**Time:** 30 minutes
### 04-build-your-own.ipynb *(Coming soon)*
**What you'll learn:** Adapt the pattern for your use case
**Interactive elements:**
- β¨ Workflow template generator
- β¨ Interactive decision tree
- β¨ Custom phase builder
**Time:** 45 minutes
### 05-debugging-tips.ipynb *(Coming soon)*
**What you'll learn:** Common pitfalls and solutions
**Interactive elements:**
- β¨ Debugging wizard
- β¨ Error pattern matcher
- β¨ Troubleshooting flowchart
**Time:** 30 minutes
## π― Learning Path
**Beginner:**
1. Start with `01-mental-model.ipynb`
2. Run all interactive cells
3. Experiment with the examples
4. Move to static guides when ready
**Intermediate:**
1. Complete `02-orchestration-pattern.ipynb`
2. Build custom workflow with `04-build-your-own.ipynb`
3. Reference `05-debugging-tips.ipynb` as needed
**Advanced:**
1. Study `03-architecture-deep-dive.ipynb`
2. Implement production workflow
3. Contribute your own use cases
## π§ Troubleshooting
### "Kernel not found"
Install ipykernel: `pip install ipykernel`
### "Module not found" errors
The notebooks use only Python standard library + basic packages. If you see import errors, install:
```bash
pip install jupyter nbformat
```
### Can't run in Colab
Make sure you clicked the "Open in Colab" badge. If the file downloads instead, upload it manually to Colab.
## π Related Resources
- [Static Learning Guides](../workspace/lab/) - Read-only markdown versions
- [Reference Implementation](../workspace/lab/schema-optimization/) - Complete working example
- [Exercises](../workspace/lab/exercises/) - Hands-on practice tasks
## π€ Contributing
Have ideas for interactive examples? Found a bug?
1. Fork the repository
2. Add/fix the notebook
3. Test in Colab and local Jupyter
4. Submit PR with description
## π License
MIT License - Free to use, modify, and distribute.
---
**Next:** Open `01-mental-model.ipynb` and start experimenting!
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- README.md
- skill.md
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