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Daniel Avila
f072c81dcc
* improve: enhance data-scientist based on automated review - Replace pinned model claude-sonnet-4-5 with alias sonnet - Add WebSearch to tools (needed for literature review/methodology selection tasks already in the prompt) - Name concrete libraries: Fairlearn/AIF360 (bias/fairness), SHAP/LIME (interpretation), DoWhy/EconML/CausalML (causal inference), Optuna/Ray Tune/Hyperopt (hyperparameter tuning), DVC (versioning) - Tighten data science checklist to measurable/testable criteria instead of vague adverbial items - Upgrade pre-analysis clarifying questions into a structured, numbered gate that blocks proposing a model/methodology until key unknowns are resolved Automated review cycle | Co-Authored-By: Claude Code <noreply@anthropic.com> * fix: repair double-escaped newlines in data-scientist description Pre-existing bug where the description field used \\n instead of \n, rendering as literal backslash-n text in the agent picker/dashboard. Also tightens grammar in the pre-analysis gate added in the prior commit. * fix: scope modeling requirements to modeling tasks in data-scientist gate Addresses Greptile review feedback: the clarification gate and checklist required a success-metric threshold and held-out-test/cross-validation steps even for pure exploratory profiling, visualization, and clustering work the agent explicitly supports. --------- Co-authored-by: Claude <noreply@anthropic.com>