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autoacad-analyze

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Mis à jour5 avril 2026 à 21:44

Use when interpreting experiment outputs, checking whether data supports the claims, and deciding whether to proceed, refine, or pivot.

Installation

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Source

zinknovo

zinknovo/autoacad

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Métiers associésSOC

Basé sur la classification professionnelle SOC

ChimistesSciences de la vie, physiques et sociales·SOC 19-2031

SKILL.md

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name	autoacad-analyze
description	Use when interpreting experiment outputs, checking whether data supports the claims, and deciding whether to proceed, refine, or pivot.

AutoAcad Analyze

Overview

Use this stage to convert raw results into decisions.

Workflow

Summarize actual metrics with exact numbers.
Compare against the planned hypotheses and contribution claims.
Check whether baselines are strong enough and whether ablations explain the gains.
Note statistical limitations, variance issues, missing runs, or unsupported claims.
Decide explicitly:
- PROCEED: evidence is sufficient for drafting.
- REFINE: implementation or data quality needs another pass.
- PIVOT: the claim set should change.
Update PROGRESS.md with the decision and rationale.

Output Standard

Every conclusion must cite the exact result artifact it comes from.

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name	autoacad-analyze
description	Use when interpreting experiment outputs, checking whether data supports the claims, and deciding whether to proceed, refine, or pivot.

AutoAcad Analyze

Overview

Use this stage to convert raw results into decisions.

Workflow

Summarize actual metrics with exact numbers.
Compare against the planned hypotheses and contribution claims.
Check whether baselines are strong enough and whether ablations explain the gains.
Note statistical limitations, variance issues, missing runs, or unsupported claims.
Decide explicitly:
- PROCEED: evidence is sufficient for drafting.
- REFINE: implementation or data quality needs another pass.
- PIVOT: the claim set should change.
Update PROGRESS.md with the decision and rationale.

Output Standard

Every conclusion must cite the exact result artifact it comes from.