Council Lab

Local-first AI decision workspace where four AI perspectives debate before you approve a brief.

Desktopfree

Council is a local-first desktop app for macOS and Windows that runs a structured AI deliberation with four distinct perspectives debating a real decision before the user confirms a final decision brief. It records reasoning, unresolved questions, and stop or reopen conditions rather than collapsing everything into one chat answer, and includes an offline demo mode that needs no API key.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Council Lab - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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