Research

竞争情报研究方法论，包括数据收集优先级、搜索策略、SWOT分析框架和输出规范

Provides guidance on organizing folder structures and file system layouts for any project. Use when planning project organization, reorganizing messy directories, setting up folder hierarchies, creating folder structures, designing directory layouts, organizing drafts and published content, structuring repositories, cleaning up file layouts, arranging files, or need help with folder structure or file organization. Helps with writing projects, code projects, document collections, or any file organization task. Provides guidance for creating appropriate folder structures, organizing versions, implementing simple systems, following user preferences.

Generate summaries of therapy sessions and journal entries at various lengths and for different audiences. Supports action item extraction, highlights reels, and session prep. Use for quick recaps, sharing with others, or preparing for your next session.

Writing guidelines for clear, economical prose. Reference this skill when creating or enhancing note content.

Helps users create, manage, and link org-roam notes using emacsclient to connect to a running Emacs daemon.**ALWAYS USE THIS SKILL** when user mentions "roam note" or "org-roam", references file paths containing `/roam/` or `/org-roam/`, or wants to create/search/link notes in their roam directory.Use this skill for: creating roam notes, searching notes, adding backlinks, querying org-roam database, managing Zettelkasten-style knowledge systems.**NEVER use Read/Write/Edit tools directly on roam notes** - they bypass database sync and break org-roam functionality.

Create high-quality, SEO-optimized content that ranks AND reads like a human wrote it. Use when turning keyword research into actual content pieces. Takes a target keyword/cluster and produces a complete article optimized for search while avoiding AI-sounding output. Triggers on: write SEO content for X, create article for keyword, write blog post about X, SEO article, content for keyword cluster. Outputs publication-ready content with proper structure, optimization, and human voice.

Personal knowledge base that provides AI agents direct access to books. Use when answering questions that could benefit from book knowledge, when users ask about topics covered in their library, when providing coding/technical guidance that books might inform, or when users explicitly request book references. Proactively check the library when book knowledge might improve response quality.

Filter and classify AI research content for relevance. Use when processing raw content from Twitter, Substacks, blogs, or podcasts to determine if it's worth extracting claims from. Assigns relevance scores, topics, and author categories.

Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.

Systematic approach to conducting research and synthesizing information

Conducts user experience research and analysis to inform design decisions. Reviews first-party and third-party user data, analyzes industry trends from UX and visual design perspectives, and plans user research studies. Creates personas, customer segments, design principles, design roadmaps, and research discussion guides.

Expert skill for analyzing Florida foreclosure auction properties using The Everest Ascent™ 12-stage methodology. Use when analyzing properties, calculating max bids, researching liens, or making bid/skip decisions for Brevard County foreclosure auctions.

Use when stakeholders pressure you to change technical priorities and you're tempted to compromise on security-first or call it synthesis - enforces risk-based prioritization over stakeholder preferences

Technical writing excellence - documentation, API references, tutorials, and guides that users actually understand. Clear, accurate, useful.

Comprehensive reference guide for Python type hints, static type checking with mypy, modern type annotation patterns (PEP 484, 585, 604, 612, 613), and type hint best practices for Python 3.9+. Use during code reviews to ensure proper type annotation usage, evaluate mypy configuration, and identify type hint anti-patterns.

Integrate Trackio for experiment tracking in Kaggle competitions. Use PROACTIVELY when user trains models, logs metrics, or manages experiments. Keywords: 実験, 訓練, train, training, tracking, metrics, 指標, ログ

Quick literature search on PubMed. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋

Reference for the REST API endpoints, request/response formats, and data models. Use when implementing or debugging API-related features.

Guide iterative specification and CDC (Cahier Des Charges) creation through deep questioning, context analysis, and proactive proposals. Use this skill BEFORE feature-research to clarify requirements, identify prerequisites, define scope, and document complete specifications. Triggers when starting a new feature, task, bug fix, or refactoring and requirements need clarification.

Ensure the library has collected all publications by faculty in a department - a collection completeness requirement