General skillTesting and debugging

focusgroup

Test conversational AI with persona-driven scenarios and requirement-based oracles.

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License
MIT
Updated
Updated May 26, 2026

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Project overview

Focusgroup dynamically tests conversational systems by combining reusable personas, feature scenarios, and a system under test. It runs real multi-turn conversations, then evaluates them with state checks, safety invariants, performance metrics, persona debriefs, or an LLM judge as a last resort. Reports cluster themes, segment failures by persona axes, and compare regressions. The current scope excludes browser interfaces, batch jobs, and pure classifiers.

Repository facts

Primary language
Python
License
MIT
Repository updated
May 26, 2026
Default branch
main

Resource types

General skill

Use cases

Testing and debugging

Platforms

Claude Code, Codex, and more

Runtime

Command lineLocal

Audience

Developers

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