TideScope

AI tool that visualizes open-source technical debt as a star map

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TideScope is a free, open-source, AI-powered CLI tool that scans a GitHub repository's issues, pull requests, and TODO comments and turns them into an interactive technical-debt "star map" showing each task's importance and required skill. It's built to help new open-source contributors find a matching task and help maintainers see where technical debt is concentrated.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of TideScope - 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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