Update to AICtrl

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  "connector_id": "asdk_app_6a5d18a424c48191bd58114d73a14b38",
  "created_at": "2026-07-19T18:34:12.391118Z",
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          "iconography": "code",
          "short_description": "Draft or improve a reviewer-ready pull request title and body from an exact revision, linked issue, implementation context, and verification evidence. Use when the user says \"create a PR\", \"draft a PR\", \"write the PR body\", \"improve this pull request description\", or \"update the PR title and body\"."
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          "short_description": "Turn a pull request, commit range, issue, ADR, or other completed change into a repository-grounded technical explainer that teaches the design, difficult trade-offs, and current rollout state. Use when the user says \"explain this change\", \"walk me through this PR\", \"what does this commit do\", \"document this change\", \"write an architecture explainer\", or \"teach me this subsystem\"."
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        "interface": {
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        "interface": {
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          "short_description": "Judge current-head review findings, fix accepted defects, run verification, post evidence-backed replies, and request bounded re-review. Use when the user says \"address review comments\", \"reply to code review\", \"fix accepted findings\", or \"get this PR through review\"."
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        "interface": {
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          "short_description": "Review an engineering issue or specification against repository evidence for ambiguity, missing acceptance criteria, hidden scope, test gaps, and implementation risk. Use when the user says \"review this spec\", \"check issue 123\", \"is this ready to build\", or \"find gaps in this ticket\"."
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          "short_description": "Usability-test any web page or HTML prototype with AI agents acting as first-time users, then improve it in a measured loop. Tester agents drive the page through a local Playwright harness that shows them only the accessibility tree (or only screenshots, for vision testers); success is verified from page state, never from the tester's claim. Produces a baseline scorecard, stops for approval, then runs design review, fixes and a re-test into a before/after report. Optional extras are a role and task model with a weighted cost score, simulated users from a fast System One model to screen layout hypotheses, and session replays for a visual report. Use when the user says \"usability-test this page\", \"run agent UX tests\", \"can a new user complete these tasks\", \"test this prototype with users\", \"simulate users on this design\", or \"test this UX hypothesis\". For a critique without testing use design-review; for measured visual polish use ui-polish."
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