Synthesis Response Merger
Combine multiple LLM responses into a single unified document. Use when asked to combine responses, merge outputs, synthesize responses, unify documents, or consolidate multiple AI-generated answers into one comprehensive result.
Install
$ agentstack add skill-synthesisengineering-synthesis-skills-synthesis-response-merger ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-synthesisengineering-synthesis-skills-synthesis-response-merger) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
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.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: synthesisengineering
- Source: synthesisengineering/synthesis-skills
- License: Apache-2.0
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.