Response Merger
Merge multiple LLM responses into a single, comprehensive, unified document that preserves all detail from every input.
Input
A document containing one or more prompts and their corresponding responses from one or more LLM engines. This is referred to as the prompt-response document.
Process
Step 1: Read thoroughly
Read the entire prompt-response document. Identify each distinct prompt and every response generated for it.
Step 2: Plan the merge
Before writing, produce a plan:
- How will key points from each response be integrated?
- Where does useful context or framing from the original prompts belong?
- What organizational structure best serves the combined content?
- Where do responses overlap, and where do they contribute unique material?
Step 3: Write the unified document
Follow the plan and produce the unified output.
Critical rules:
- Do NOT simplify, shorten, or reduce any level of detail. This is a merge, not a summary.
- Do NOT omit minor details from any individual response. Every detail matters.
- The unified document must be significantly longer and more detailed than even the longest single input response.
- No section of the output should have less detail than the corresponding section in any input response.
- Incorporate relevant context and framing from the original prompts where it aids understanding.
- Format for readability: use headings, lists, and structure appropriate to the content.
Output structure
- Plan -- the integration plan (brief, for transparency)
- Unified document -- the comprehensive merged result
Related
Part of the synthesis writing craft — the writer writes, the AI assists.