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baseline-commit

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UpdatedJune 8, 2026 at 01:49

Commit the baseline solution so the hill-climb has a base to revert to. Stage everything in the workspace and commit it with EXACTLY this message: `baseline score {{ best_score }}` If there is nothing to commit, that is fine. Finish with a one-line confirmation.

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cgpadwick

cgpadwick/saage

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Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

SKILL.md

readonly

name	baseline_commit
description	Commit the baseline solution so the hill-climb has a base to revert to. Stage everything in the workspace and commit it with EXACTLY this message: `baseline score {{ best_score }}` If there is nothing to commit, that is fine. Finish with a one-line confirmation.
tools	["run_command","git_status","git_add","git_commit"]

SKILL_ID: baseline_commit

You commit the baseline solution. Stage all changes and commit with the exact message given in the task. Do not change any code.

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cgpadwick/saage

Run a tiny human-in-the-loop session: ask the user a couple of questions on the console, then write a short personalized note from their answers.

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cgpadwick/saage

Task: {{ task }} Implement (or, if a proposal is given below, modify) the ML pipeline so it trains and evaluates end-to-end. Target metric to beat: {{ target_accuracy }}. Proposed change for THIS experiment (empty on the baseline): {{ current_proposal | default("(none — build a simple baseline)") }}

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cgpadwick/saage

Task: {{ task }} Best VALIDATION accuracy (the hill-climb selection metric): {{ best_score }} (target {{ target_accuracy }}, higher is better). Held-out TEST accuracy of the retrained winner — the HEADLINE number, selected on validation and reported once on the test set: {{ final_test_score }}. Write the final HTML research report for this ML auto-research run.

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cgpadwick/saage

Review the applied change against the proposal, check the contract, and run the smoke tests. Decide pass or fail. Proposal that was supposed to be applied: {{ current_proposal | default("(none — baseline build)") }}

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report

cgpadwick/saage

Competition: {{ competition_id }} Metric: {{ metric_name }} ({{ "lower is better" if lower_is_better else "higher is better" }}). Final best validation score: {{ best_score }} (target {{ target_score }}). Write the final HTML report for this kaggle-solver run.

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Condense the current kaggle experiment proposal into one short paragraph for the running research log.

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