aarondfrancis

aarondfrancis / counselors

Public

Fan out prompts to multiple AI coding agents in parallel

516
15
100% credibility
Found Feb 10, 2026 at 52 stars 10x -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
TypeScript
AI Summary

Counselors dispatches the same coding prompt to multiple locally installed AI agents simultaneously and collects their structured responses for review.

How It Works

1
💡 Discover Counselors

You hear about a helpful tool that gathers opinions from several AI coding friends at once to review your work.

2
📥 Bring it home

You easily add the tool to your computer so it's ready to use.

3
👥 Pick your AI advisors

The tool finds the AI helpers already on your computer and you choose which ones to team up.

4
🗣️ Share your question

You tell it what you need help with, like checking your code for problems or ideas.

5
⚡ They all chime in

Your selected AI friends think independently and quickly share their thoughts side by side.

📂 Collect the wisdom

You receive a neat folder with each friend's full report, a handy summary, and smart insights to make your project better.

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Star Growth

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AI-Generated Review

What is counselors?

Counselors is a TypeScript CLI that implements the fan out pattern, dispatching the same prompt to multiple local AI coding agents like Claude, Codex, Gemini, or Amp in parallel. It collects their independent responses as structured markdown reports in a timestamped directory, complete with a synthesized summary—no servers, API keys, or git worktrees needed. Just install globally, run `counselors init` to discover your installed CLIs, then `counselors run "review this refactor"` for quick second opinions.

Why is it gaining traction?

Unlike tools splitting tasks across agents with complex setups, counselors fans out queries for consensus on the same problem, surfacing model disagreements in tables—like Claude flagging Tauri bugs Gemini misses. Read-only modes keep reviews safe by default, and slash-command skills let your primary agent orchestrate everything. Zero infrastructure means devs grab it for instant multi-model sanity checks post-refactor.

Who should use this?

AI-heavy backend or fullstack devs reviewing auth flows, state management, or upgrades in Tauri/ghostty-web projects. Teams using Claude Code or Amp who want counselors near me for edge-case hunting without manual copy-pasting. Solo devs seeking the counselors meaning of diverse AI perspectives before merging.

Verdict

Grab it if you run local AI CLIs—solid docs, tests, and MIT license make the 30 stars and 1.0% credibility score forgivable for an early tool. Run `counselors doctor` first to validate; it'll mature fast as fan out packaging hits dev workflows.

(198 words)

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