Research & Search

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Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching. Use when this capability is needed.

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Comprehensive knowledge base for Claude Code formats, patterns, and configuration. Use when creating, improving, or auditing commands, agents, skills, hooks, memory, plugins, or settings. Use when this capability is needed.

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When to read or update the Context Mesh (intent, decisions, knowledge, evolution). Use when the user asks about context, ADRs, project intent, knowledge base, or where to document decisions or patterns. Use when this capability is needed.

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Review and advance the next easy-to-merge pull request in this repository, then continue to the next simplest PR. Use when the user wants Codex to list open PRs, pick the most trivial low-risk PR, establish or reuse a clean baseline on the default branch, collapse the rebased PR into a single commit on top of that branch, rerun tests and benchmarks when needed, summarize findings for approval, and then either merge, close, or request changes / clarification with the user's approval. Use when this capability is needed.

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Automate developer onboarding with personalized plans, Linear integration, knowledge base setup, and milestone tracking. Use when onboarding new developers, planning team expansion, or managing role transitions. Use when this capability is needed.

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Use when reviewing knowledge notes for personalized takeaways, processing a folder of notes, or organizing the Clippings inbox

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Systematic analysis patterns for categorical AI papers (Gavranović, de Wynter, Bradley, Zhang). Use when analyzing academic papers on categorical deep learning, extracting categorical structures from AI research, mapping meta-prompting concepts to category theory, or building comprehensive literature reviews on categorical approaches to AI. Use when this capability is needed.

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This skill should be used when the user asks to "유튜브 정리", "영상 요약", "transcript 번역", "YouTube digest", "영상 퀴즈", or provides a YouTube URL for analysis. Extracts transcript, generates summary/insights/Korean translation, and tests comprehension with 9 quiz questions across 3 difficulty levels. Optional Deep Research for web-based follow-up. Use when this capability is needed.

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Master-level visionary book writing system with research-driven methodology, author voice modeling, and iterative refinement across 9 quality dimensions Use when this capability is needed.

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Use when designing experiments, result tables, mock planning data, evaluation protocols, or results sections before real data are final

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Identify drug repurposing candidates using ToolUniverse for target-based, compound-based, and disease-driven strategies. Searches existing drugs for new therapeutic indications by analyzing targets, bioactivity, safety profiles, and literature evidence. Use when exploring drug repurposing opportunities, finding new indications for approved drugs, or when users mention drug repositioning, off-label uses, or therapeutic alternatives. Use when this capability is needed.

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Thesis-driven equity analysis from public SEC EDGAR and market data; /analyze, /score, /compare workflows with bundled Python tools (Claude Code, Cursor, Codex). Use when this capability is needed.

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Initially selected journal from planning phase Use when this capability is needed.

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Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research prompts, validate research quality, or prepare for drafting. This skill does everything around deep research—planning, prompting, validating, synthesizing—but the actual research execution happens externally via Claude and Gemini deep research. Requires upstream documents from book-architect (Research Gaps Document, Master Architecture Document, Section Blueprints) and book-ideation (Book Concept Document).

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Analyze competing Product Hunt launches and benchmark against top performers. Use this skill to research similar products, understand competitive landscape on your chosen launch day, and learn from successful launches in your category. Use when this capability is needed.

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Systematic technical research methodology for evaluating technologies, libraries, and approaches. Use when researching new technologies, comparing alternatives, or making technical decisions. Use when this capability is needed.

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Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government reports, or public records. Use when this capability is needed.

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Use when writing or reviewing Java code in this repo that enables Deepgram intelligence overlays on `/v1/listen` audio transcription - diarization, entity detection, sentiment, summarize, topics, intents, language detection, and redaction. Same endpoint as plain STT, but with extra request fields on `ListenV1RequestUrl` or `MediaTranscribeRequestOctetStream`. Use `deepgram-java-speech-to-text` for plain transcripts and `deepgram-java-text-intelligence` for analysis on existing text. Triggers include "audio intelligence", "diarize", "summarize audio", "sentiment from audio", "topic detection", and "redact".

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설교 주제 다학제 기초 조사 도우미 (Topic Research — Multidisciplinary)

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SuperPlane Integration Research

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Use when LaTeX documents fail to compile, have undefined references, duplicate labels, or citation errors

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Research Executor

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Use before starting any non-trivial task to search the knowledge base for context, and after completing work to capture findings. Teaches the token-efficient retrieval pattern and self-learning loop. Use when this capability is needed.

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Explain and summarize token consumption from lifecycle reports. Use when this capability is needed.

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Use when planning or designing features and need to understand current codebase state, find existing patterns, or verify assumptions. Prevents hallucination by grounding decisions in reality.

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Gemini Research Skill

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Expert photography composition critic grounded in graduate-level visual aesthetics education, computational aesthetics research (AVA, NIMA, LAION-Aesthetics, VisualQuality-R1), and professional Use when this capability is needed.

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Interactive Knowledge Base search with natural language queries. Use this skill when you need to search KB, find patterns, search knowledge base, look for solutions, find bug fixes, or query institutional knowledge. Searches patterns and bug fixes with relevance ranking, quality scoring, and fuzzy matching for typo tolerance. Helps users find solutions quickly without manual browsing. Use when this capability is needed.

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Turn your code scan findings into search queries — research existing implementations before consulting an attorney. NOT legal advice. Use when this capability is needed.

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English code comment standards for Python and TypeScript. Use when (1) adding comments to code, (2) standardizing comment format, (3) TypeScript/TSX file header comments, (4) Python module docstrings Use when this capability is needed.

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Caching Strategies knowledge base. Provides caching patterns (Cache-Aside, Read-Through, Write-Through, Write-Behind), invalidation approaches, multi-level caching, and Redis data structures for caching audits and generation. Use when this capability is needed.

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Stability Patterns knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Circuit Breaker, Retry, Rate Limiter, Bulkhead, and resilience audits. Use when this capability is needed.

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【META SKILL】分析当前剪辑逻辑与风格，总结并生成一个新的可复用 Skill 文件，存入剪辑技能库。Analyze the current editing logic and style, summarize and generate a new reusable Skill file, and store it in the editing skill library. Use when this capability is needed.

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Use when the user wants cross-disciplinary research ideas generated as concise research cards with Title, Abstract, Design, Distinctiveness, and Significance rather than one-shot prompting.

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PSR-1 and PSR-12 coding standards knowledge base for PHP 8.4 projects. Provides quick reference for basic coding standard and extended coding style with detection patterns, examples, and antipattern identification. Use for code style audits and compliance reviews. Use when this capability is needed.

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Generate LESSONS.md retrospective files that capture institutional knowledge, especially failures. Use when closing out journalism projects, investigations, events, or publications. Includes templates for research projects, event post-mortems, editorial tools, and publications. Use when this capability is needed.