Research

Skill 模板（中文增强版）：演示如何编写自定义 Skill（YAML frontmatter + SKILL.md 主体 + scripts/reference 资源），用于学习 Progressive Disclosure 的工作方式。

Search the web using Perplexity AI. Use when needing to search, look up, research, find current information, best practices, compare technologies, or answer factual questions about tools and libraries.

Mexico-first Spanish SEO for technical content. Use when: (1) Writing or optimizingSpanish technical content, (2) Choosing between regional Spanish variants,(3) Deciding when to use English vs Spanish terms, (4) Keyword research forLATAM audiences. Complements generic seo-guidelines skill with tacosdedatos specifics.

Documentation organization and maintenance system with automated indexing, content deduplication, cross-reference management, and navigation file generation for scalable documentation systems

Reference for Guardrails library with Malli in Clojure. Use when working with `>defn`, `>defn-`, `>def`, `>fdef` macros, gspec syntax, or function validation. Triggers on guardrails imports, `com.fulcrologic.guardrails.malli`, function specs with `=>` operator, or questions about runtime validation in Clojure.

Token-efficient code reading protocol using Serena's progressive disclosure pattern (90-95% token savings). Provides mandatory workflow, tool reference, and common patterns for symbol-level code navigation.

This skill should be used when users need to find relevant sources from the sources.md knowledge base for recruitment-related topics. Parses and filters the comprehensive sources.md file to return targeted sub-lists of resources based on topic queries, making research more efficient.

Prepare manuscripts for journal submission. Use when: (1) Writing research papers, (2) Selecting target journals, (3) Formatting manuscripts, (4) Ensuring reporting guideline compliance, (5) Preparing submission materials.

Helix Personal AI Infrastructure for Sean Sylvia. CORE is the foundational skillthat loads at every session. Orchestrates specialized agents for health economicsresearch, grant writing, VBC modeling, and knowledge management. Spawns subagentsfor complex tasks and manages persistent memory, projects, and Obsidian vaultsynchronization.

Create specialized infrastructure agent definitions for platform/service management (Grafana, Prometheus, Traefik, ERPNext, etc.). Use when the user requests creation of an agent for a specific technology platform or infrastructure component. This skill produces complete agent prompts with integrated research, SOPs, tool references, and handoff protocols following the Linear-First Agentic Workflow framework.

Write or update documentation (tutorial, how-to, reference, explanation) with clear style, structure, visuals, API/ADR/runbook patterns. Use when: (1) Creating or updating docs after code changes, (2) During PR preparation or addressing review feedback, (3) Adding new features that need documentation, (4) Updating API endpoints, database schemas, or configuration, (5) Creating ADRs or runbooks, (6) Adding or updating diagrams and visual documentation, (7) When documentation needs to be written or revised, (8) For tutorial creation, how-to guides, or technical writing, or (9) For documentation standards compliance and structure. Triggers: write docs, update documentation, create documentation, write tutorial, document API, write ADR, create runbook, add documentation, document this, write how-to.

Validate that written content accurately reflects source materials.LOAD THIS SKILL WHEN: User says "驗證", "validate", "檢查準確性", "核對" | after writing notes/reports | ensuring content accuracy.CAPABILITIES: Source-target comparison, citation verification, fact checking, consistency check.

Find relevant code snippets on Github to learn how to complete the task

Book lookup, search, and citation generation using the OpenLibrary API. Now includes unified book_lookup.py tool supporting the convenient bib.isbn format. Use this skill when users ask to search for books, look up book information by ISBN, find books by author, get book details from OpenLibrary, search for information about authors or literary works, generate citations (APA7 format), or create BibTeX entries for Zotero. Triggers include queries like look up this book, search for books by author, find ISBN, what books has author written, get book details, generate APA citation, create BibTeX entry, cite this book, or bib.isbn with a number.

A guide for performing effective research across several domains. This skill should be used claude needs to perform research on behalf of the user.

Research Maven dependency updates with breaking changes, release notes, and security information

Multi-source comprehensive research using perplexity-researcher, claude-researcher, and gemini-researcher agents. Three modes - Quick (3 agents), Standard (9 agents), Extensive (24 agents with be-creative skill). USE WHEN user says 'do research', 'quick research', 'extensive research', 'find information about', 'investigate', 'analyze trends', 'current events', or any research-related request.

Manages user preferences and learned knowledge with confidence scoring

Overview of protected quality thresholds and quick reference for all quality tools. Use when you need to understand quality metrics, run comprehensive quality checks, or learn which specialized skill to use. For specific issues, use dedicated skills (deptrac-fixer for Deptrac, complexity-management for PHPInsights, testing-workflow for coverage).

清理和格式化 DeepResearch 报告文件。删除引用链接标记和多余的数字标点组合。当用户需要清理 DeepResearch 导出的报告、移除引用标记、或格式化研究文档时使用。