research-refine-pipeline

Refining a vague research idea into a thesis-ready plan involves chaining method proposal refinement with experiment design. This ensures your experiment plan is grounded in a stabilized final method proposal rather than an unstable or misaligned approach.

Claim-driven experimental validation anchors your experiment plan directly to the claims in your finalized method proposal. It isolates novelty, tests simplicity through deletion checks, and verifies frontier necessity to ensure the roadmap is grounded.

To align an experiment plan with a refined method proposal, use a gatekeeping mechanism that checks if the existing proposal is fresh and matches the current request. If not, it re-runs refinement to avoid mismatched experiments.

You can generate a method proposal and experiment plan together through a one-shot pipeline transformation. It chains refinement and planning to output a finalized proposal, experiment plan, tracker, and pipeline summary simultaneously.

Experiment planning fails on an unstable research method because tests become misaligned with the actual approach. A gatekeeping step blocks large planning on unstable methods until the proposal is stabilized and reviewed.