Mehmet Akif Baysal

Use when planning a delivery request as the only orchestration agent - one board-writing subtask, backlog first, one approval question, then move approved tasks to todo

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Use when a task is in pm_uat - verify every acceptance criterion and the human's comments yourself in the browser, on a device, or over a loopback HTTP request, record a verdict per criterion, then move to human_uat or need_revision

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Use when a task changes any screen, form, dialog, menu or control - Lighthouse/axe scan of the changed screens, a keyboard walk, and the thresholds that fail a task

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Wire the automation test project into the repository's own pipeline so every task must pass the suite before it can leave QA

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Use when any case fails or you reject a criterion - what goes in the review_criterion note, the failed case and the numbered need_revision comment, with severity

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Use when the task changes anything a user sees in a web app - booting it, driving flows with the browser tools, the four-width check, console/network/keyboard checks and the visual checklist

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Use after the targeted cases pass - choosing the adjacent behaviour this change can break from the PR's files and the component's links, and the per-repository smoke set

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Use at the start of every QA round - recording the case matrix with record_test_cases (categories, criterion links, rejected cases) before touching the app, then executing all of it

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Use when a case needs data, a user/role, or a third-party dependency - seeding through the product first, test credentials, namespacing on shared environments, and stubbing an external HTTP service by hand

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Use when a test would otherwise call a real external dependency - replace it with WireMock or an equivalent stub so runs are deterministic, offline, and control the responses

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Use before booting anything - choosing local (start_task_preview or a workspace boot), the task's preview or stage, confirming the build is the PR head, and what to do when nothing can run

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Use when the task has a background job, queue consumer, scheduler or webhook - firing the real trigger, polling for the side effect, and the retry, idempotency and poison-message cases

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Use when a release reaches awaiting_verdict (or you are woken for an incident) - how to read runtime logs, error groups, health and smoke evidence for the release's component and decide finish, re-check, roll back or hand to a human

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Error-handling, security, logging and performance bar for production code. Use when writing or changing production code, before the run ends.

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The local task workspace, the build/test commands the hand-off gate runs, and the file and exploration tools. Use when starting work in a task workspace or before running any build, test or verification command.

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Use when changing the database schema - detect the repo's migration tool, ship a new migration in its layout, never edit an applied one, and avoid lock-unsafe DDL on a live table

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Use when a Java service reads or writes the database - JPA/Hibernate and Panache/Spring Data mapping, transaction boundaries, pagination and avoiding N+1 and entity-over-the-wire leaks

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Use when you design or change an endpoint's errors, status codes, pagination, idempotency or concurrency behaviour — one error shape, the status-code table, bounded lists, safe retries

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Use when code calls another service, runs in the background, consumes a queue or retries anything — timeouts, safe retries, idempotent handlers, outbox, graceful shutdown

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Master workflow for an implementation task. Use when you pick up any task or bug that changes product code, including a need_revision bounce.

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How to work a task returned with review, QA or UAT findings. Use when a task is in need_revision or PR review comments are in your context.

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Use when adding logging to Go code - the repository's logger with structured fields, request-scoped correlation, correct levels, no secrets or double-logging

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Use when building or extending a Java service with Quarkus - layered architecture, JAX-RS resources, CDI beans, Panache persistence, and native-friendly patterns

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How the performance score moves for your role. Use when the score context shows a declining trend, or before handing off work you have not self-checked against every criterion.

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