## Summary Recruit beta testers for the **Module Finder** and use their feedback to make incremental improvements. Module Finder is an AI-powered semantic search over all Drupal contributed modules: it has a UI for searching, and an agent skill that does the same search so a coding agent can check whether functionality already exists in the community **before** writing custom code — avoiding reinventing what contrib already provides. The immediate goal is to put it in front of real users, collect "what could be done better", and iterate in small increments. A beta link will be shared with anyone interested. ## Work Track AI Products ## Context / Background Module Finder lowers a common source of wasted effort and tech debt: building features that already exist as contributed modules. The UI serves humans doing discovery; the skill serves coding agents, keeping them from generating code that duplicates existing contrib. Before investing further, we want signal from real testers on both surfaces. Beta link: _to be added (shared with interested testers)._ ## Tasks - [ ] Share the beta link with interested testers and keep a lightweight list of who is trying it. - [ ] Collect structured feedback on the **UI**: result relevance/quality, missing or mis-ranked modules, false positives, and discovery ergonomics. - [ ] Collect structured feedback on the **skill**: usefulness inside a real coding-agent workflow, result quality, and where it fails to prevent duplicate code. - [ ] Triage feedback into a prioritized list of incremental improvements (link follow-up issues as needed). - [ ] Ship improvements in small increments and loop back to testers for another pass. ## Acceptance Criteria - [ ] The beta link is distributed and a set of testers is actively using the UI and/or the skill. - [ ] Feedback is captured in one place (this issue or linked follow-ups). - [ ] At least one round of incremental improvements is shipped based on tester feedback. ## AI Usage - [x] AI Assisted Issue — This issue was generated with AI assistance, but was reviewed and refined by the creator.