What problem does it solve? Researchers often need to know which papers from a specific conference or journal are genuinely relevant to their research question and what defensible research agenda follows from reading them together, rather than receiving a flat bibliography or abstract-level summaries. ## Core Features & Use Cases - Venue-Bounded Corpus Screening: Enumerates and screens the full proceedings of a conference edition or a bounded journal window, scoring candidates on problem overlap, method transferability, setting overlap, and opportunity value. - Evidence-Card Deep Reading: Builds a structured evidence card per selected paper, separating author-stated limitations from task-specific inferred limitations and recording evidence access status. - Gap Synthesis and Research Planning: Produces cross-paper gap themes, 3-6 prioritized research opportunities with evaluation plans, and a dependency-ordered research sequence with stop/go criteria. - Use Case: A PhD student targeting PSCC 2026 asks how to perform low-voltage state estimation with sparse smart-meter data; the Skill screens the proceedings, deep-reads 5-10 papers, and returns a ranked paper table, gap analysis, and a staged research plan. ## Quick Start Analyze the papers from NeurIPS 2025 relevant to my research question on efficient long-context retrieval and propose a prioritized research plan.
