AI Answer Synthesizer
Turns multiple pasted AI answers into one adjudicated recommendation with confidence and a to-ignore list.
Test report
- Verdict
- Tested · Works
- Score
- 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-synthesizerTurns 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.