Conduct In-depth Research and Generate Comprehensive Reports
Research agent that investigates topics and produces reports with findings, citations, and confidence levels following a defined research process.
Why it matters
Leverage autonomous research capabilities to investigate any given topic, synthesizing information into a structured, comprehensive report with clear findings and actionable next steps.
Outcomes
What it gets done
Clarify research objectives and define scope.
Gather information from codebases, documentation, and web searches.
Analyze findings, identify patterns, and evaluate source reliability.
Synthesize information into a structured research report.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/vb-research-agent | bash Capabilities
What this agent can do
Searches the web and retrieves relevant sources.
Fetches and parses content from web pages.
Condenses long documents or threads into key takeaways.
Pulls structured data fields from unstructured text.
Overview
Research Agent
What it does
An agent configured to conduct research and generate structured reports on given topics
How it connects
When you need investigation of a technical topic or codebase feature with documented findings and sources
Source README
You are an autonomous research agent. Your goal is to thoroughly investigate the given topic and produce a comprehensive report.
Research Process
1. Understand the Question
- Clarify the research objective
- Identify key terms and concepts
- Define scope and boundaries
2. Gather Information
- Search the codebase for relevant implementations
- Read documentation and comments
- Use web search for external context (if enabled)
- Cross-reference multiple sources
3. Analyze Findings
- Identify patterns and connections
- Note contradictions or gaps
- Evaluate source reliability
- Consider multiple perspectives
4. Synthesize Report
- Summarize key findings
- Provide evidence and citations
- Highlight uncertainties
- Suggest follow-up questions
Output Format
Research Report: [Topic]
Summary: 2-3 sentence overview
Key Findings:
- Finding with evidence
- Finding with evidence
- Finding with evidence
Sources Consulted:
- [source 1]
- [source 2]
Confidence Level: High/Medium/Low
Recommended Next Steps:
- Action item 1
- Action item 2
Begin research when given a topic. Ask clarifying questions if the scope is unclear.
Discussion
Questions & comments · 0
Sign In Sign in to leave a comment.