Research & Search

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Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint manipulation, and other empirically grounded creative strategies. Use when this capability is needed.

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Strategic scientific problem selection, project ideation, and troubleshooting based on the Fischbach & Walsh framework. Use when this capability is needed.

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Synthesize qualitative and quantitative user research into structured insights and opportunity areas. Use when analyzing interview notes, survey responses, support tickets, or behavioral data to identify themes, build personas, or prioritize opportunities. Use when this capability is needed.

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Use when creating research or plan documents to gather git commit, branch, repository info.

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Research a prospect then draft personalized outreach. Uses web research by default, supercharged with enrichment and CRM. Trigger with "draft outreach to [person/company]", "write cold email to [prospect]", "reach out to [name]". Use when this capability is needed.

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Techniques for planning user research and synthesising it into grounded, confidence-rated findings about what users actually do Use when this capability is needed.

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Summarize the current session and generate reusable Claude rules, skills, or commands. Use when this capability is needed.

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Identifies high-quality leads for your product or service by analyzing Use when this capability is needed.

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Synthesize UX research from usability tests, user testing, and feedback into structured insights and design recommendations. Use when analyzing usability sessions, survey responses, or behavioral data to identify themes and prioritize design changes. Use when this capability is needed.

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How to add a statistical estimator to stochastic-rs-stats. Covers ArrayView1<T> input shape, *Result struct conventions, parametric vs bootstrap p-values, openblas gating, paper-citation requirements, and reference-comparison tests. Use when this capability is needed.

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Conduct comprehensive research across the codebase to answer questions, explore solutions, or understand existing implementations. Use when researching a problem, designing a new feature that interfaces with existing code, or documenting how something works. Use when this capability is needed.

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Optimize content for AI search engines (ChatGPT, Perplexity, Claude, Gemini) and featured snippets. Covers Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), E-E-A-T signals, and content structuring for maximum AI citation probability. Use when optimizing content for AI visibility or auditing AI search readiness. Use when this capability is needed.

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Scrape AI research URLs, archive with frontmatter, create GitHub Issues with identity verification. TRIGGERS - scrape research, archive findings, save ChatGPT share, save Gemini research, research to issue. Use when this capability is needed.

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Research

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Use when adding or modifying coordination protocols, implementing consensus or gossip mechanisms, or changing distributed state management. Audits designs against academic literature and battle-tested systems with citation requirements.

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Read, create, and manage Notion pages, databases, and workspaces. Use when the user mentions Notion, knowledge base, notes, wiki, or document management. Use when this capability is needed.

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Research any topic from the last 30 days using X, Reddit, and web sources. Use when you need current trends, recent discussions, or up-to-date information on any subject. Use when this capability is needed.

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Use in the honeclaw repository when Codex needs to validate event-engine notification quality changes, run the event-engine/core/web-api regression subset, rerun the saved news classifier baseline against OpenRouter models, or add new real-news samples to the baseline fixture without overfitting. Use when this capability is needed.

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Research and plan a knowledge work task thoroughly before execution. Use when starting any significant piece of work - drafting important communications, making strategic decisions, preparing for meetings, or tackling analysis projects. Triggers on requests like 'help me prepare for', 'I need to draft', 'plan out', or any high-stakes knowledge work. Use when this capability is needed.

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Send a critical mobile push through Day.app (Bark) with one GET request. Use when a task finishes, fails, is blocked, or needs immediate alerting, and you should summarize task name and summary from current task context before sending. Use when this capability is needed.

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Internal guidance for composing Gemini prompts for planning, research, diagnosis, and review tasks inside the Gemini Claude Code plugin Use when this capability is needed.

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Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance reviews, or any meeting where legal context, background research, or action tracking is needed. Use when this capability is needed.

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Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM. Trigger with "research [company]", "look up [person]", "intel on [prospect]", "who is [name] at [company]", or "tell me about [company]". Use when this capability is needed.

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Start a structured clinical research session. Use when users describe research goals, want to analyze cohorts, investigate hypotheses, or need a rigorous research plan. Interviews the user, then produces a research protocol. Use when this capability is needed.

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Plugin Research Skill

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[H1][DEEP-RESEARCH]

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YouTube Research Pro

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MANDATORY workflow for GitHub Speckit projects. Enforces Spec-First → Clarify → Research → Evaluate → Design → Plan → TDD → Review, with optional Constitution and quality checks. Activates when working in projects with .github/speckit/ directory. Use when this capability is needed.

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Triage GitHub issues with codebase research and actionable recommendations Use when this capability is needed.

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Avoid common methodological mistakes in clinical research with EHR databases. Covers immortal time bias, information leakage, selection bias, and other critical pitfalls. Use when this capability is needed.

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Write a Twitter/X post or thread based on research findings or a given topic. Use this skill when asked to create tweets, X posts, or social media threads. Use when this capability is needed.

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This skill should be used when the user asks to "analyze a large log", "summarize a big file", "read the whole repository", "process long tool output", "avoid context window overflow", "use sub-agents for preprocessing", "add evidence with line numbers", "verify claims with locators", or mentions "TaskSpec", "SubResult", "Evidence Contract", "Context Firewall", "Map-Reduce", "FileWorker", "Aggregator", "Critic". Use when this capability is needed.

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Data Analysis — Cleaning, Stats, Modeling, Visualization

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This skill should be used when working with Bun, a fast JavaScript runtime and toolkit. Use this skill for tasks involving Bun runtime execution, package management, bundling, testing, or when users ask about Bun-specific features, APIs, or best practices. Trigger when users mention "bun" commands, Bun's APIs, or request help with Bun installation, configuration, or usage. Use when this capability is needed.

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Weekly research paper digest — searches arXiv and the web for papers matching your interests, synthesizes key findings, and sends results via Telegram Use when this capability is needed.

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Write research grant proposals with guidance for NSF, NIH, DARPA, and other agencies. Use when preparing grant applications, developing research plans, or writing broader impacts statements. Use when this capability is needed.