EVERYONE NEEDS A SAMWISE
Plan your own paired repo test
Companion: https://www.everyoneneedsasamwise.com/articles/ponytail-repo-test

Review [REPOSITORY] and its claims before running it. Use a disposable project with synthetic data. Pin the repo commit and the model version. Choose one realistic task where unnecessary code would be tempting. Write the acceptance checks before starting. Run the same task both with and without the tool, with the same instructions, model, permissions and starting files. Keep each run isolated. Repeat enough times to show variation; report every run, not just the best one. Record setup work, final diffs, passing and failing checks, elapsed time and token usage. Distinguish estimated list-price cost from money actually paid. Check the resulting work independently. Explain what the test does not prove. Do not install globally, use real credentials or customer data, spend money, or publish anything. Stop and explain any missing prerequisites.

This is a planning prompt, not an executed test or a guarantee of results.