Research & Search

majiayu000 Bundle

Gather external context on a topic. Use when you need industry trends, best practices, evidence base, and recent developments before analysis.

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Deep research on a technical topic for blog writing. Use when user says research, look into, explore, or provides a blog topic to investigate. Searches the web extensively and creates structured research notes with visual opportunity identification.

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Search, post, monitor, and archive on Twitter/X via three modes: official API v2 search via x-search (pay-per-use, $0.005/read), session-based posting/reading via bird CLI (free, browser cookies), and bookmark archival via Smaug. Triggers on 'search tweets', 'post to X', 'monitor account', 'archive bookmarks', 'research topic on Twitter'.

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Playwright E2E test generation workflow for Opik. Use when generating, fixing, or planning automated tests in tests_end_to_end/.

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对目标话题进行初步调研，生成调研outline。用于学术调研、benchmark调研、技术选型等场景。

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Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc.

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AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, searching for similar solutions, semantic lookup of past work, learning from previous tasks, sharing knowledge between agents, building knowledge base. Skip when: no learning needed, ephemeral one-off tasks, external data sources available, read-only exploration.

majiayu000 Bundle

Access reliable statistical data from the World Bank. Avoids hallucinated numbers by fetching direct time-series data from the official API.

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This skill should be used when working with Python projects that use uv for package and project management. Use this skill for running Python scripts and CLI tools with `uv run`, managing dependencies, creating projects, handling virtual environments, and executing commands within isolated project environments. Essential for projects with pyproject.toml files.

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의사결정 로그 Discussion 생성. 회의/Slack/PR 등에서 결정된 사항을 command-center에 기록. Use when (1) 의사결정 기록 요청, (2) 회의 결정사항 문서화, (3) summarize-meeting 스킬에서 호출.

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Summarize recent git changes for context recovery.

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Read-only external knowledge gathering via ODIN's 5-tier doc ladder (Official docs → API refs → Books/papers → Tutorials → Community). For library APIs, framework behavior, SDK migrations, version-specific docs, vendor announcements, RFCs. Verifies claims against primary sources. Invoke on "how does X library work", "migration guide", "docs for", or any named library/framework/SDK/API/CLI/service.

majiayu000 Bundle

Produce a structured synthesis with summary, recommendation, confidence, and categorized open questions. Use as the final step after research, evaluate, and critique.

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Build a searchable knowledge base from external sources -- URLs, documents, transcripts, PDFs. Uses the existing MemoryIndex (FTS5) for search, so no new dependencies.

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Searches GitHub for existing implementations, libraries, or patterns. Use when finding code examples or prior art on a topic during a research session.

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Index lecture note PDFs into the knowledge base

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Use when user asks to "search Twitter", "read a tweet", "check my bookmarks", "find mentions", "get tweets from a list", "see who I follow", "extract tweets", or needs programmatic access to X/Twitter for research and information synthesis. Handles reading, searching, bookmarks, lists, and social graph queries.

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Research topics and write content like blog posts, articles, and copy

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Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

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Summarize and review what changed while you were away. Use after a weekend, vacation, or flight to check missed PRs, git commits, Linear tickets, and meetings — one prioritized brief, not a firehose.

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Comprehensive multi-source research with academic depth. Searches web, social platforms, news, academic databases, and GitHub. Discovers papers, datasets, and open source implementations. Use when conducting research, literature reviews, or investigating any topic.

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Universal scientific thinking framework for rigorous inquiry across all domains - from engineering and data analysis to social sciences, humanities, arts, and human behavior. Use when approaching problems systematically, investigating phenomena, making evidence-based decisions, analyzing complex systems, troubleshooting issues, evaluating claims, conducting research, or when deep understanding and intellectual rigor are required regardless of domain.

majiayu000 Bundle

Internet-Tiefenrecherche zu einem technischen Thema. Durchsucht mehrere Quellen, vergleicht Ansätze, bewertet Vor-/Nachteile und gibt eine fundierte Empfehlung. Aufruf mit /web-research [fragestellung].

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Generate commit messages following conventional commits format

majiayu000 Bundle

Create Obsidian plugins and workflows. Develop custom plugins, templates, and automation for personal knowledge management. Use for Obsidian vault setup, plugin development, Dataview queries, Templater scripts, and PKM systems. Triggers on obsidian, knowledge base, PKM, personal knowledge management, note taking, zettelkasten, dataview, templater.

majiayu000 Bundle

Guidance for conducting PhD-level systematic literature reviews according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) standards. Covers protocol development, search string optimization, screening processes, and data extraction.

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Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring 5+ tool calls. Supports automatic session recovery after /clear.

majiayu000 Bundle

Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ generation, patient education materials, or simplified explanations.

majiayu000 Bundle

Research a company, industry, or competitor set using web search and seven analytical lenses. Use when you need structured intel that feeds downstream PM skills.

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Create phased implementation plans from research findings. Invoke when a task needs an implementation plan.

majiayu000 Bundle

Daily review and tomorrow planning for Obsidian monthly planning files. Analyze one day’s completion, infer the local note style, summarize today, and update the target day block without creating duplicate headings. Use when the user asks for “每日复盘”“今天总结”“明日规划”“补今日回顾”“补明天计划”“今天完成了什么”“明天做什么”“daily review” or similar day-level review/planning tasks.

majiayu000 Bundle

Browse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and lists, analyze and categorize accounts. Supports authenticated access for personalized feeds. Use for Bluesky research, user monitoring, trend analysis, feed reading, firehose sampling, account categorization.

majiayu000 Bundle

Research a problem space with evidence gathering and source validation.

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Extract insights from Reddit discussions. Track communities, sentiment, and trends.

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Structured research using sophisticated query design, source vetting, and synthesis techniques. Use when conducting competitive analysis, market scans, historical investigations, or trend research.

majiayu000 Bundle

Investiga documentación oficial y valida soluciones en internet antes de implementar.