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# Hypotheses
**Concrete ideas to test for improving Thoughtbox.**
Each hypothesis proposes a specific change and predicts its effect.
## Directory Structure
```
hypotheses/
├── README.md # This file
├── active/ # Queued for experimentation
└── tested/ # Completed experiments with results
```
## Lifecycle
1. **Draft** → Write hypothesis in `active/`
2. **Experiment** → Run against benchmarks
3. **Evaluate** → Compare before/after, decide accept/reject
4. **Archive** → Move to `tested/` with results appended
## Naming Convention
`NNN-short-descriptive-name.md`
Examples:
- `001-sampling-critique-frequency.md`
- `002-branch-merge-strategy.md`
- `003-context-compression-ratio.md`
## Quick Links
- [Active Hypotheses](./active/)
- [Tested Hypotheses](./tested/)