ablation-planner

Design ablation studies by generating and proposing tailored experiments to address potential reviewer queries, checking feasibility before implementation, and automating execution within existing frameworks to enhance research robustness.

An ablation study plan is a structured proposal for secondary experiments that validate research claims by removing components. You need it when main research results pass and require robustness checks for paper submissions.

Execute ablation plans automatically by initiating the skill with relevant project and experiment details, which coordinates with project files and leverages external agents for complex tasks to run studies within existing frameworks.

Yes, the ablation planner facilitates reviewer-led design by generating and proposing studies tailored to address potential reviewer queries, allowing reviewers to guide the experiment planning process for research validation.

Yes, you can review the feasibility of ablation plans before implementation. The skill checks proposed study designs to ensure they are executable within your established frameworks and project constraints.