Research & Search

majiayu000 Bundle

Search the internet using Perplexity API. Use for current information, news, or web research. Keywords: search, web, internet, perplexity, news, research.

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Interactive research and planning (Stages 0-1) for VCV Rack module development

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Edit writing to adopt Paul Graham's exceptionally clear style for research and long-form content - concrete language, varied sentence rhythm, accessible formality, specific evidence. Use when user wants to rewrite content in PG's style or asks to "make this clearer" or "simplify research writing."

majiayu000 Bundle

Orchestrates Stage 0 research and planning for JUCE plugins - creates architecture.md and plan.md contracts through subagent delegation. Use when creative brief exists and plugin needs DSP architecture specification, complexity assessment, or implementation planning. Invoke via /plan command, natural language (plan architecture, research DSP), or as first implementation step.

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Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.

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Use when coordinating complex research tasks requiring literature synthesis, quantitative validation, or multi-source integration across researcher, calculator, synthesizer, and fact-checker skills

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Structured methodology for constructing and verifying mathematical proofs in statistical research

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ALWAYS USE when working with Iceberg table storage, ACID transactions, or time-travel queries. Use IMMEDIATELY when creating/loading Iceberg tables, implementing schema evolution, querying historical snapshots, or debugging catalog operations. Provides research steps for PyIceberg SDK, catalog integration, and storage layer operations.

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Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights.

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Cancel a research plan. Updates status to CANCELLED and moves to archive/. Use when research is no longer needed or has been superseded.

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Create a research plan with parallel investigation tasks. Use when exploring a topic, analyzing external code, or gathering information to inform an implementation plan.

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Expert-level research methodology, academic writing, statistical analysis, and scientific investigation

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A tiered approach to answering research questions with clear stop rules, evidence capture, and escalation to Tavily/Playwright only when needed.

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Resume a research plan. Spawns parallel agents if not started, checks progress, or synthesizes findings.

majiayu000 Bundle

Web research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation. Triggers on "research", "compare", "vs", "best practice", "which is better", "pros and cons".

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Write publication-quality scientific manuscripts with structured reference management, automated DOI validation via CrossRef API, and evidence-based writing principles. Always write in full paragraphs (never bullet points). Use for research papers, reviews, and journal submissions.

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Create useful, informative summaries of technologies or concepts that are readable in depth and have a digestable summary at the top.

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Create epistemically honest Source of Truth documents that pass Clarity Gate verification. Use when consolidating research, documenting project state, creating verification baselines, or building authoritative references. Triggers on "create source of truth", "document verified state", "consolidate research", "create verification baseline", "build authoritative reference".

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Search and cite primary sources from Source Library. Use when asked what historical authors wrote, to find quotes from old texts, investigate alchemical or philosophical works, or cite translated Latin/German sources.

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Synthesize claims across multiple sources to identify consensus, disagreements, and emerging narratives on AI research topics. Use when you have claims from both lab researchers and critics on the same topic and need to understand where they agree, disagree, and what the overall hype level is.

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Conduct user research and validation. Use when discovering user needs, validating assumptions, creating personas, or understanding pain points. Covers interviews, surveys, analysis, and synthesis.

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可访问主要科学出版与投稿场景的 LaTeX 模板、排版规范与提交指南，包括顶级期刊（Nature、Science、PLOS、IEEE、ACM）、学术会议（NeurIPS、ICML、CVPR、CHI）、科研海报，以及科研项目申请（NSF、NIH、DOE、DARPA）。当准备期刊投稿、会议论文、科研海报或基金申请，并需要特定会刊/期刊的格式要求与模板时，应使用此技能。

majiayu000 Bundle

Summarize a single YouTube video and create a note. Use when user shares a video URL or asks to summarize a specific video. Triggers on "summarize this video", "video summary", YouTube URLs.

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Crawl and ingest websites into whorl. Use when scraping a personal site, blog, or extracting web content for the knowledge base.

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Fetch and summarize latest videos from priority YouTube channels. Creates notes with transcripts summarized as bullet points. Use to catch up on subscriptions without watching everything. Triggers on "youtube catchup", "video catchup", "check youtube", "summarize videos".

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Summarize YouTube videos. Check if transcript exists at `youtube/{Channel Name}/transcript-{Video Title}.md`. If exists, skip to summarization. If not, download first. Create summary at `youtube/{Channel Name}/summary-{Video Title}.md` with topics and clickable timestamp links.

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Run a think-aloud usability study with AI testers and UX research facilitation

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Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights. Provides actionable research findings that improve product usability and user satisfaction

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TLA+ specification correctness guide — evidence-backed methodology for writing correct temporal logic specs, covering canonical form, abstraction selection, safety/liveness decomposition, fairness, TLC soundness, and distributed systems patterns, with every rule grounded in literature

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Manage research area hubs (MOCs) with lean, project-focused organization

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Interact with the CoHalo control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check assignments, update task status, delegate work, post comments, or call any CoHalo API endpoint. Do NOT use for the actual domain work itself (writing code, research, etc.) — only for CoHalo coordination.

majiayu000 Bundle

Write a structured grant proposal or funding application for any grant type. Use when asked to write a grant proposal, funding application, research grant, charitable grant, or innovation fund application. Produces a complete proposal with project summary, rationale, methodology, impact, and budget narrative.

majiayu000 Bundle

想法群聊室 — 类比者角色。被 idea-team 主编排器调用，或用户单独说"类比一下"、"别的行业有没有"、"yes-and 扩展"、"X 让你想到什么"、"跨界启示"时触发。**专门做跨界类比 + yes-and 扩展——不评判、不挑刺、不要求事实证据**。Do NOT use when 用户要数据（用 `idea-research`）、要反方意见（用 `idea-devils-advocate`）、或要严谨论证（类比是启发，不是论证）。

majiayu000 Bundle

Gate every candidate action against one test: would deleting it leave the requested outcome unmet or unproven? Use when work is about to grow past the ask with an extra check, artifact, abstraction, retry, threshold, or follow-up, when deciding whether the task is already done, or when the user says minimum, only what is needed, or stop when it works. Applies to coding, research, planning, debugging, review, and writing alike.

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Enhance an existing plan with parallel research, per-section analysis, and updated beads tasks.

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Enhance a plan with parallel research subagents for each section to add depth, best practices, and implementation details