Testing

临考复习教练 / Exam cram coach.

Debug failed Konflux e2e test runs by downloading logs and artifacts from GitHub Actions or OpenShift CI (Prow), analyzing test failures, and suggesting fixes.

Use when running Arcgentic V2 in Codex and the current thread must orchestrate fixed Planner, Developer, Test, and Auditor role threads.

Decides what to make next — turns the brand, the product, your own running ads and competitor research into the concepts worth testing next.

Check the SonarCloud quality gate for a PR (or the current branch) and drive it to zero.

Guides embedding model migration in Qdrant without downtime.

Direct-invocation specialist for low-fidelity, self-contained HTML wireframes that test information hierarchy, content, navigation, task flow, and responsive…

Turn what worked by hand into a step-wise Python controller, controller.py:main(ctx), that re-perceives the scene, completes the task from a fresh start and…

Complete browser automation with Playwright.

Write deterministic tests that fail for real product defects.

Implements agent-readiness on public sites and docs from Mintlify Agent Score, AFDocs, Is Agentic, Is It Agent Ready, or url-discovery-bench reports, or from…

Creates and reviews executable implementation plans grounded in repository evidence, with vertical slices, explicit decisions, and verification criteria.

Reviews a local diff, branch diff, or PR with file:line findings in confirmed and plausible tiers, gates any test the diff adds or changes, and in apply mode…

Designs and builds React/Next/Tailwind UI, audits visual and interaction defects, and stress-tests components with worst-case data.

Count how many independent origins are behind news coverage of a claim, instead of counting URLs.

WARNING: guides IRREVERSIBLE BlueField-4 hardware operations (PLDM firmware burns, ISO reflashes, power cycles, BMC factory resets); every mutating step is…

Read, write, snapshot, and lock .arcgentic/state.yaml across planner, dev, audit, and optional test sessions.

Validate Personal Assistant runtime and UI changes in the repo-local Obsidian test vault.

Bulletproof React architecture patterns for scalable, maintainable applications.

Create new skills, modify and improve existing skills, and measure skill performance.

Clean fixture tool skill with no forced reads and no mode table.

Audit a codebase as a read-only senior advisor and write prioritized, self-contained implementation plans under plans/ for other agents to execute; never…

Trigger language server code generation — implement interface stubs, generate test skeletons, add missing methods, generate mock types.

End-to-end safe refactor workflow — blast-radius analysis, speculative preview, apply to disk, verify build, run affected tests.