Generate or edit a source-grounded newsletter issue, digest, or briefing from provided or researched sources. Use for weekly/monthly updates, curated links, executive digests, community newsletters, or "turn these sources into a newsletter"; do not use for UI landing pages, marketing campaign design, unsourced news claims, or long-form research reports.
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Turn source material into a concise, useful newsletter that has a clear audience, editorial angle, attribution, and fact boundaries.
Use for:
Do not use for:
systematic-literature-reviewUnverified / Needs follow-up section for claims, links, dates, or numbers not checked.STATUS: DRAFTED | PARTIAL | BLOCKED
AUDIENCE / GOAL:
- <who this is for and what action/understanding it should create>
ISSUE DRAFT:
- Subject:
- Preview:
- Intro:
- Sections:
- Closing / CTA:
SOURCES USED:
- <source> - <what it supports>
EDITORIAL NOTES:
- <tone, angle, cuts, or assumptions>
UNVERIFIED:
- <unchecked claim/source/date or N/A>
Clean-room AILI/OpenCode adaptation inspired by the public DeerFlow newsletter-generation skill pattern. No upstream skill text, runtime paths, tools, generated assets, provider configuration, or mailing-service assumptions are copied. Source family: bytedance/deer-flow, MIT License.
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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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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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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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Android native Kotlin/Compose app development, Material 3 UI, accessibility, and Gradle builds.
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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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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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