AI regression scouting routing. Use when agents, prompts, skills, model/tool routing, harness fixtures, or generated-output expectations change and need regression scenarios; do not use for ordinary product-code regressions.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Use this skill to define one bounded AI-workflow regression-scouting need. ROSE may assign it to one fresh ai-regression-scout context after the delegation gate; this skill does not dispatch or invoke another process skill.
aili-delivery-flow.ai-regression-scout assignment after a new benefit decision.まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Review a single academic paper, preprint, DOI, arXiv link, or user-provided PDF/text with source-grounded critique. Use for paper summaries, methodology review, novelty checks, reproducibility concerns, or "review this paper" requests; do not use for multi-paper surveys, systematic literature reviews, citation management, or implementation from a paper.
日本語の概要は準備中です。原文の説明を表示しています。
Run the AILI delivery lifecycle from natural-language IDEATE, DEFINE, BUILD, and SHIP intent or the equivalent slash shortcuts; use for idea shaping, spec/test definition, bounded BUILD package queues, review-repair closeout, or adapter routing without exposing internal stage commands.
日本語の概要は準備中です。原文の説明を表示しています。
Android native Kotlin/Compose app development, Material 3 UI, accessibility, and Gradle builds.
日本語の概要は準備中です。原文の説明を表示しています。
Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
日本語の概要は準備中です。原文の説明を表示しています。
Route an explicitly requested independent/delegated browser QA assignment or durable E2E evidence need; do not trigger for direct Playwright/DOM/console/network inspection, ordinary UI implementation, backend-only work, or production-mutating flows.
日本語の概要は準備中です。原文の説明を表示しています。
Perform direct, bounded browser inspection through the `browser.qa` capability when the user requests runtime UI evidence or one browser-specific claim needs DOM/accessibility/console/network/visual verification; do not trigger for every UI change, backend work, delegated QA, or durable E2E artifact routing.
日本語の概要は準備中です。原文の説明を表示しています。