aviskaar Literature Synthesis
Synthesize findings across a set of research papers into a coherent, structured overview.
Process
Step 1 — Scope
Clarify the exact research question or topic. If not provided, ask before proceeding.
Step 2 — Organize Sources
Group papers by:
- Methodology (e.g., empirical vs. theoretical, supervised vs. unsupervised)
- Chronology (identify how the field evolved)
- Findings (consensus vs. conflicting results)
Step 3 — Write the Synthesis
Structure the output as follows:
Background
One paragraph establishing why this topic matters and what preceded it.
Key Themes
For each major theme or line of work:
- Describe the approach
- Cite representative papers
- State what was established and what remains uncertain
Points of Consensus
What the field broadly agrees on, with supporting citations.
Open Debates
Where papers meaningfully contradict each other — describe each position fairly.
Open Problems
Research questions that remain unanswered or underexplored.
Synthesis Conclusion
A 2–3 sentence takeaway: what the body of work tells us and what the most promising next step is.
Citation Style
Use inline parenthetical citations: (Author et al., Year). List full references at the end.
Tone
Write as a neutral analyst, not an advocate. Present conflicting views without taking sides unless the evidence is overwhelming.