Rapidly analyze an academic paper and output a structured quick-read brief for deep-read decisions. Use when users ask to review a full paper, summarize problem/method/findings, assess relevance to their own research, identify innovations and limitations, or recommend whether to read the paper in depth.
Read a full academic paper and produce a decision-oriented quick brief for research triage.
high when problem, method, and evaluation setting all overlap with user's direction.mediumlow when overlap is mainly background-level or tool-level.Use these exact sections and headings:
ExecutiveSummary
Use exactly 3 sentences: objective, method, main finding.
ResearchQuestion
State the concrete scientific question and target objective.
Methodology
List key methods/models/techniques as bullet points.
KeyFindings&Contributions
Summarize major conclusions and academic contributions.
RelevancetoMyResearch
high / medium / lowInnovations&Limitations
State major innovations and limitations/future improvements.
Recommendation
Decide whether deep reading is recommended, explain why, and specify priority sections to read first (for example method, experiments, discussion, appendix).
references/report-template.md.