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tstapler

research-workflow

by tstapler

Tyler Stapler's dotfiles

5🍴 1📅 2026年1月2日
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SKILL.md


name: research-workflow description: Apply systematic research methodology for multi-step research, fact-finding, web search, or verification tasks. Use when performing Brave Search, Puppeteer navigation, or synthesizing information from multiple sources.

Research Workflow

Follow this systematic approach for research, fact-finding, or web verification tasks.

Core Workflow

1. Initial Analysis

  • Break down the query into core components
  • Identify key concepts and relationships
  • Plan search and verification strategy
  • Determine which tools will be most effective
  • Start with broad context searches
  • Use targeted follow-up searches for specific aspects
  • Apply search parameters strategically (count, offset)
  • Document and analyze search results

3. Deep Verification (Puppeteer/WebFetch)

  • Navigate to key websites identified in search
  • Take screenshots of relevant content
  • Extract specific data points
  • Click through and explore relevant links

4. Data Processing

  • Use REPL/Analysis for complex calculations
  • Process CSV files or structured data
  • Create visualizations when helpful

5. Synthesis & Presentation

  • Combine findings from all tools
  • Present in structured format
  • Highlight key insights and relationships

Brave Search Guidelines

CRITICAL RATE LIMIT: 1 request per second

  • NEVER make consecutive calls without sleeping 1+ seconds
  • OR run a different command between searches

Best practices:

  • Use count parameter for result volume
  • Apply offset for pagination
  • Combine multiple related searches
  • Document queries for reproducibility
  • Include full URLs, titles, descriptions
  • Note search date/time for each query

Puppeteer Guidelines

  • Take screenshots of key evidence
  • Use selectors precisely for interaction
  • Handle navigation errors gracefully
  • Document URLs and interaction paths
  • Verify you arrived at correct page; retry if not

Source Documentation Requirements

All findings must include:

  • Full URLs and titles
  • Access dates
  • Source links for quotes
  • Citation metadata from search results

Best Practices

  • Use tools proactively in parallel when appropriate
  • Document each step of analysis
  • Complex tasks should trigger the full workflow
  • Always verify critical information from multiple sources

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