Systematic Literature Synthesis Prompt

Content

{
  "variables": [
    "n",
    "topic",
    "abstracts"
  ],
  "prompt_text": "Synthesize the following {{n}} abstracts on the topic of {{topic}} into a structured literature review. Output: (1) Major themes (3–5 bullet points each with supporting citations); (2) Contradictions or gaps across studies; (3) Methodological patterns; (4) A recommended research agenda of 3 open questions. Use citation format [Author, Year].\n\nAbstracts:\n{{abstracts}}",
  "example_output": "Theme 1: Scaling laws dominate performance gains [Kaplan, 2020; Hoffmann, 2022]. Gap: No studies examine sub-1B parameter regimes with instruction tuning alone. Open question 1: Does RLHF compound or replace scale benefits?",
  "model_compatibility": [
    "claude-3-5-sonnet",
    "gpt-4o",
    "gemini-1.5-pro"
  ]
}