gongshichen

gongshichen/luminacode

gongshichen/kubepilot-aiops

gongshichen/kubepilot-aiops

gongshichen/kubepilot-aiops

gongshichen/kubepilot-aiops

gongshichen/kubepilot-aiops

Verify and document how the user-facing surface consumes the agreed backend/API contract.

gongshichen/luminacode

Check that each product-development stage has durable documents before moving to the next gate.

Identify benchmark, evaluation, experiment, or comparison requirements and upstream constraints.

gongshichen/luminacode

Verify source traceability, artifact completeness, and citation correctness before citation_qa gate.

Review implementation changes for correctness and maintainability.

gongshichen/luminacode

Structure visible dialogue, activity, history, and operational information.

Convert a PRD into a durable UX design document with states, flows, copy, and accessibility.

gongshichen/luminacode

Convert source notes into claim-level evidence with confidence and limitations.

Produce a concise evidence-backed research report.

Plan user-facing state, rendering, interaction, and integration changes for any interface stack.

Prepare backend implementation evidence and integration handoff for frontend, QA, and Reviewer.

Define service, API, event, storage, or process-boundary contracts between components.

gongshichen/luminacode

Review research method quality, source diversity, bias, and conclusion strength.

Read, create, or review PDF files when layout fidelity matters, using rendered page inspection before delivery.

Plan durable state, data model, migrations, caching, and recovery behavior.

Produce a product requirements document that can drive design, engineering, QA, and review.

Review whether the product-development process and required artifacts were actually followed.

Write a durable QA report with evidence, command results, unresolved findings, and verdict rationale.

Verify release readiness after implementation.