deep-researcher | skill guide | OpenClaw Study

Deep-Researcher performs comprehensive, multi-layered research on any topic by aggregating, analyzing, and synthesizing information from diverse sources in…

Deep-Researcher performs comprehensive, multi-layered research on any topic by aggregating, analyzing, and synthesizing information from diverse sources into structured outputs. Key features include source discovery and relevance ranking, evidence mapping, annotated bibliographies, comparative summaries, timelines, gap analysis, and actionable recommendations. It supports configurable depth (high-level briefs to exhaustive literature reviews), domain-aware heuristics, cross-source verification, and exportable report formats (summaries, CSV of sources, annotated citations). Use cases span academic literature reviews, market and competitive analysis, technical due diligence, policy briefs, content planning, and decision support. Core advantages are time savings through automated synthesis, improved transparency with traceable citations and evidence chains, consistent structure for reproducibility, and customizable outputs to fit stakeholder needs or publication standards.

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