oncokb-database-review
Review changed database access for N+1 queries, SQL injection risks, deterministic pagination ordering, and related data integrity/performance concerns.
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Find your next superpower If you are an agent, refer to our llms.txt for full access.Review changed database access for N+1 queries, SQL injection risks, deterministic pagination ordering, and related data integrity/performance concerns.
Build and review Datastar-based HTML interactions using correct data- attributes, modifiers, and expression patterns.
Review Datastar code for Tao-aligned architecture, correct attributes/actions usage, and maintainable server-driven UI patterns.
Manage OncoKB GitHub issues end-to-end.
Guide an interactive human PR review by summarizing changes and linked issues, checking reviewer understanding with a quiz, and posting reviewer-approved PR comments.
Review application logging for correct TRACE/DEBUG/INFO/WARN/ERROR/FATAL usage, mandatory level labels, and complete error-event coverage.
Create or update a GitHub pull request with clear context, correct metadata, and a shareable URL.
Decide when to add tests and how to design them; require user-provided test cases before implementing tests.
Verify whether pull request review comments are addressed, then guide the PR author through code fixes or prefixed replies for unresolved comments.
Apply Boyd's OODA loop to navigate fast-moving, uncertain, or competitive situations — Observe what is actually happening, Orient through mental models and context, Decide on the clearest path, Act quickly, then loop again. Load when the situation is changing faster than the current plan, when a competitive response is needed, when the user is stuck in analysis paralysis in a dynamic environment, …
Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in.
Open a PR from the current branch to `main`: find the DLS ticket in the current sprint, ensure an Nx version plan exists, commit, push, and create the PR from the repo's PR template. Run only when the user explicitly asks to open/create a PR.
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