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What is quorum?

krzysztoff1/quorum — explained in plain English

Analysis updated 2026-05-18

3SwiftAudience · researcherComplexity · 3/5Setup · moderate

In one sentence

A native macOS app that fans a single question out to several parallel, read-only AI research agents and reconciles their findings into one cited, growing note.

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What do people build with it?

USE CASE 1

Ask a research question and get a single cited note built from several parallel research angles.

USE CASE 2

Build a personal knowledge base of markdown notes that later research questions extend instead of duplicating.

USE CASE 3

Run a lint pass across your notes to find contradictions, gaps, and missing links.

USE CASE 4

Set per-topic or per-run spend caps so research runs stay within a fixed budget.

What is it built with?

SwiftClaude Code CLImacOS

How does it compare?

krzysztoff1/quorumabdullahselek/swiftpusherbartosk97/dead-process-mate
Stars333
LanguageSwiftSwiftSwift
Last pushed2026-06-24
MaintenanceActive
Setup difficultymoderatemoderateeasy
Complexity3/52/52/5
Audienceresearcherdeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 30min

Requires an existing Claude Code CLI installation and sign in, since Quorum runs every research agent as a Claude Code session.

The README does not state a license.

So what is it?

Quorum is a native macOS app that turns a single question into a small team of AI research agents working in parallel, then merges their findings into one cited note. It sits on top of the Claude Code command line tool, acting as the orchestrator and supervisor while the agents themselves do the actual searching. Each agent only gets read-only tools like web search and web page fetching, so even if a run goes wrong it cannot change any of your files, it can only waste money. When you ask a question, a planner first splits it into several different angles to investigate, and you can review and edit that plan before anything runs. Each angle is handled by its own agent, blind to what the other agents are doing, and a supervisor watches spend and time so a run cannot run away. Once all the agents finish, a summarizer combines their findings into a single note, checks that every claim has a real citation, and flags any contradictions or gaps. If something is still unresolved, another round of research can run just on those pieces. All of your notes are stored as plain markdown files with wikilinks in a project folder you choose, so they work with git, plain text search, or apps like Obsidian and Logseq, with no database or cloud storage involved. A separate lint pass can scan your whole collection of notes for contradictions and missing links. You can pick different cost presets and set spend limits per topic or per run, and because Quorum reuses your existing Claude Code sign in, there is no separate API key to manage. The project includes a small benchmark comparing Quorum against plain Claude Code and ChatGPT Deep Research on four research questions.

Copy-paste prompts

Prompt 1
Help me install Quorum and connect it to my existing Claude Code CLI sign in.
Prompt 2
Walk me through asking my first research question in Quorum and reviewing the planner's angles before it runs.
Prompt 3
Show me how to set a spend cap for a research run and pick a cost preset.
Prompt 4
Explain how Quorum's lint pass finds contradictions and missing links across my notes.

Frequently asked questions

What is quorum?

A native macOS app that fans a single question out to several parallel, read-only AI research agents and reconciles their findings into one cited, growing note.

What language is quorum written in?

Mainly Swift. The stack also includes Swift, Claude Code CLI, macOS.

What license does quorum use?

The README does not state a license.

How hard is quorum to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is quorum for?

Mainly researcher.

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