AI Answer Synthesizer

Turns multiple pasted AI answers into one adjudicated recommendation with confidence and a to-ignore list.

Tested · Works

Test report

Verdict
Tested · Works
Score
9.6/10
Tested
Jul 16, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 11dc22d

Fed it three fictional conflicting AI answers (Python/Django vs Node vs "skip fundamentals, go straight to Kubernetes"); baseline Claude hedged into a book-report "it depends, personal preference" close, the skill correctly called out the Kubernetes answer as an unsupported lone claim and gave one concrete recommended path with a stated confidence level.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 9/10
  • Docs & honesty 5/5

What AI Answer Synthesizer does

Give it two or more AI responses to the same question and it extracts claims, maps real consensus vs vocabulary overlap, flags lone/unsupported claims, and returns one recommended path with an explicit confidence level. Triggers on phrasing like "which answer should I follow" or pasted multi-AI responses, and explicitly supports a terse Quick Mode for overwhelmed users.

How to install AI Answer Synthesizer

git clone https://github.com/knightkar/Ai-Answer-Synthesizer.git
cd Ai-Answer-Synthesizer
mkdir -p ~/.claude/skills
cp -r skills/ai-answer-synthesizer ~/.claude/skills/ai-answer-synthesizer

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger AI Answer Synthesizer

  • /ai-answer-synthesizer Turns multiple pasted AI answers into one adjudicated recommendation with confidence and a to-ignore list.

It also activates on plain-language prompts like these:

  • I got conflicting answers from ChatGPT, Claude, and Gemini, which is right?
  • Compare these three AI responses and tell me which one to trust
  • Synthesize these pasted AI answers into one clear recommendation

Frequently asked questions

Is the AI Answer Synthesizer skill free?
Yes. The skill itself is free from knightkar/Ai-Answer-Synthesizer. SkillProof publishes the install command and an independent test verdict at no cost.
Does AI Answer Synthesizer work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 16, 2026. Verdict: Tested · Works. Fed it three fictional conflicting AI answers (Python/Django vs Node vs "skip fundamentals, go straight to Kubernetes"); baseline Claude hedged into a book-report "it depends, personal preference" close, the skill correctly called out the Kubernetes answer as an unsupported lone claim and gave one concrete recommended path with a stated confidence level.
What is the AI Answer Synthesizer SkillProof Score?
9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
How do I install AI Answer Synthesizer?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use AI Answer Synthesizer with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.