Use when a task depends on library, framework, SDK, API, CLI, cloud service, version-specific behavior, setup instructions, migration guidance, or any external documentation that may be stale or mutable.
2026-07-03
Use when debugging panes, errors, anomalies, regressions, flaky behavior, broken tests, incidents, unexpected UI behavior, or any failure where jumping straight to a fix could hide the real cause.
2026-07-03
محللو ضمان جودة البرمجيات والمختبرون Use when a task changes UI, layout, frontend behavior, browser interaction, screenshots, visual regressions, E2E flows, accessibility-visible states, or anything that must be inspected in a browser.
2026-07-03
Use when choosing whether to answer briefly, write a technical plan, perform an audit, implement code, run incremental execution, or stop for confirmation based on ambiguity, risk, reversibility, and evidence needs.
2026-07-03
Use when claiming something is done, fixed, safe, broken, vulnerable, tested, untested, production-ready, or when summarizing findings from files, code, tests, audits, logs, or inferred patterns.
2026-07-03