research-agent

Transform rough research ideas by applying a human-guided workflow that enforces literature grounding, novelty gates, math formalization, and experiment planning to produce traceable, evidence-backed research artifacts.

Yes, this is designed for graduate-level research in CS, AI, mathematics, and engineering. It supports domain-specific tasks like math formalization and literature grounding for Master and PhD students.

A novelty gate is a human-guided checkpoint that evaluates whether a proposed research idea offers sufficient originality. It prevents redundant exploration by bounding project scope and defining non-goals early.

Trace claims to sources using tool-assisted literature ingestion and grounding. This artifact-driven workflow ensures every research claim remains transparent, reproducible, and linked to its original references.

Yes, reviewer simulation provides credible feedback on your research artifacts. It evaluates formalized math and experiment plans to anticipate peer review critiques before submission.

Yes, human-guided gates are required throughout the process. The workflow preserves human judgment for scope definition, novelty evaluation, and claim verification rather than operating autonomously.