Prof. Saravana JaikumarAssociate Professor, Marketing · IIM CalcuttaAI & AnalyticsGet in touch
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Research-Pilot

Agents & automation

Research-Pilot

Three agents test whether a research idea deserves a top-journal attempt.

Prototype2026

Research-Pilot is a Claude Code command that takes one research idea and positions it for a top management journal. It was built for my own use, and I have only one run on file.

The problem

Most research ideas die slowly. Weeks go into reading before the question is judged worth pursuing, and the choice of journal is often an afterthought.

What I built

The command is /position-idea. It sets up a folder for the idea and runs three agents in sequence. A literature scout searches Crossref and Google Scholar and writes a brief. An idea evaluator checks the idea against that brief and a fixed rubric, plus a scoop check, and gives a verdict: pursue, reframe, park or drop. A human gate follows the verdict. A journal positioner then proposes a stretch target, a realistic target and at least one ABDC A journal, with a positioning of the question and five to ten must-read papers. The main thread writes everything into a plan file.

It runs on Claude.

How it performed

One idea folder, dated 23 October 2026, has been through the full pipeline. The verdict it produced is the output; whether a journal agrees is a slower test than this system can run.

What I learned

Putting the verdict before the journal choice is deliberate: a polished positioning of a weak idea is wasted effort. The weakness is that the scout reads abstracts and snippets, so its brief can only be as good as what it can reach. I treat the verdict as a prompt to think, not a decision.

Architecture diagram for Research-Pilot
Architecture of Research-Pilot.

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