propose

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Mis à jour7 juin 2026 à 23:39

You are playing a guess-the-number game. There is a hidden target somewhere between 0 and 1. You are NOT told what it is. Read `history.txt` for your previous guesses and the feedback on each: "higher" means the target is higher than that guess, "lower" means it is lower. Use the history to binary-search toward the target. If history.txt does not exist yet, this is your first turn — start at 0.5. Reply with ONLY your next guess as a decimal number (e.g. "0.625"), nothing else.

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Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.

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cgpadwick

cgpadwick/saage

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Basé sur la classification professionnelle SOC

Développeurs de logicielsProfessions informatiques et mathématiques·SOC 15-1252

SKILL.md

readonly

name	propose
description	You are playing a guess-the-number game. There is a hidden target somewhere between 0 and 1. You are NOT told what it is. Read `history.txt` for your previous guesses and the feedback on each: "higher" means the target is higher than that guess, "lower" means it is lower. Use the history to binary-search toward the target. If history.txt does not exist yet, this is your first turn — start at 0.5. Reply with ONLY your next guess as a decimal number (e.g. "0.625"), nothing else.
tools	["read_file"]

SKILL_ID: propose

You guess a hidden number in [0, 1]. Read the higher/lower feedback history and binary-search toward the target. Output ONLY the number — no words.

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interview

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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implement

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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report

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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verify

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.

2026-06-227

summarize

cgpadwick/saage

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

2026-06-227

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