Show HN: Argus – Capture, replay and QA every Claude Code session your team runs (www.arguslab.co)

Argus has launched a new plugin that enhances the functionality of Claude Cowork by capturing and analyzing every user session within teams and organizations. The tool records prompts, responses, tool interactions, and follow-ups in real-time, allowing teams to identify where skills succeed or fail across numerous interactions. This telemetry goes beyond simple invocation counts by providing qualitative insights, such as first-turn acceptance rates and patterns in user re-prompts, offering a clear view of skill performance and opportunities for refinement. This innovation is significant for the AI/ML community as it introduces a systematic approach to understanding user interactions, ultimately enabling the development of more effective AI skills. By using the captured data, Argus can suggest real-time improvements and identify unmet user prompts, streamlining the skill development process. With a focus on privacy and data protection, the plugin ensures user sessions are scrubbed of sensitive information before being processed, highlighting a responsible approach to AI. The product is currently in its alpha phase, available for free and designed to be easily implemented within a short timeframe.