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.
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Rosetears520/aili-workflows☆ 22026年9月27日 更新
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.
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Rosetears520/aili-workflows☆ 22026年9月27日 更新
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.
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Rosetears520/aili-workflows☆ 22026年9月27日 更新
Android native Kotlin/Compose app development, Material 3 UI, accessibility, and Gradle builds.
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Rosetears520/aili-workflows☆ 22026年9月27日 更新
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.
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Rosetears520/aili-workflows☆ 22026年9月27日 更新
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.
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Rosetears520/aili-workflows☆ 22026年9月27日 更新