Web Research Skill
SkillDev toolsUse this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Web Research Skill skill
What this skill tells your AI
The instructions your AI receives, as published by dougtrajano/pydantic-ai-skills in examples/skills/web-research/SKILL.md and read by ahel’s review.
This skill provides guidance on conducting comprehensive web research. It emphasizes planning, efficient information gathering, and systematic synthesis of findings.
Note: This skill provides a methodology and best practices for web research. It does not include executable scripts or tools beyond what's available in your agent's toolset.
When to Use This Skill
Use this skill when you need to:
- Research complex topics requiring multiple information sources
- Gather and synthesize current information from the web
- Conduct comparative analysis across multiple subjects
- Produce well-sourced research reports with clear citations
Research Process
Step 1: Create and Save Research Plan
Before conducting research:
-
Analyze the research question - Break it down into distinct, non-overlapping subtopics
-
Create a research plan - Determine:
- The main research question
- 2-5 specific subtopics to investigate
- Expected information from each subtopic
- How results will be synthesized
Planning Guidelines:
- Simple fact-finding: 1-2 subtopics
- Comparative analysis: 1 subtopic per comparison element (max 3)
- Complex investigations: 3-5 subtopics
Step 2: Gather Information
For each subtopic in your plan:
-
Use available web search tools to gather information with:
- Clear, specific search queries
- Target: 3-5 searches per subtopic maximum
-
Organize findings as you gather them
Step 3: Synthesize Findings
After gathering information:
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Review all collected information from your searches
-
Synthesize the information - Create a comprehensive response that:
- Directly answers the original question
- Integrates insights from all subtopics
- Cites specific sources with URLs
- Identifies any gaps or limitations
Best Practices
- Plan before searching - Understand what you need to find and organize your approach
- Clear subtopics - Ensure each search has a distinct, non-overlapping scope
- Systematic synthesis - Review all findings before creating final response
- Stop appropriately - Don't over-research; 3-5 searches per subtopic is usually sufficient
- Cite sources - Always include URLs to sources in your final response
Signals
- GitHub stars
- 371
- Forks
- 28
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
web-research-dougtrajano- Source
- github.com/dougtrajano/pydantic-ai-skills