Upgrade Feynman research runtime and setup
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@@ -22,12 +22,13 @@ Use this skill when the user has:
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- success metrics
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- baselines
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- constraints
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3. Search for prior work first with `alpha_search` so you do not reinvent an obviously flawed setup.
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4. Use `alpha_get_paper` and `alpha_ask_paper` on the strongest references.
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5. Prefer the smallest experiment that can meaningfully reduce uncertainty.
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6. List confounders and failure modes up front.
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7. If implementation is requested, create the scripts, configs, and logging plan.
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8. Write the plan to disk before running expensive work.
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3. Search for prior work first.
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4. If the setup is tied to current products, APIs, model offerings, pricing, or market behavior, use `web_search` and `fetch_content` first.
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5. Use `alpha_search`, `alpha_get_paper`, and `alpha_ask_paper` for academic baselines and prior experiments.
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6. Prefer the smallest experiment that can meaningfully reduce uncertainty.
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7. List confounders and failure modes up front.
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8. If implementation is requested, create the scripts, configs, and logging plan.
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9. Write the plan to disk before running expensive work.
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## Pitfalls
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