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accelerator-research-agent

Extract accelerator portfolio company data with Firecrawl and enrich it via Tavily.

Updated Nov 19, 2025
Search Tags:#research#firecrawl#reporting#scoring#data-extraction#tavily#accelerator
One-click install
npx skills add https://github.com/RS42-AI/scout-ai-lite --skill accelerator-research-agent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: accelerator-research-agent
Source: https://github.com/RS42-AI/scout-ai-lite/tree/main
Command: npx skills add https://github.com/RS42-AI/scout-ai-lite --skill accelerator-research-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps researchers and investors systematically analyze accelerator portfolios by extracting company data with Firecrawl and enriching it with Tavily, delivering structured outputs and scoring.

Core Features & Use Cases

  • Firecrawl Extract (PRIMARY) for structured JSON portfolio extraction
  • Tavily Search for AI-assisted enrichment and research
  • Production-ready outputs: CSV exports + Markdown reports
  • 5-tier impact rubric with customizable theses
  • Token-efficient, error-tolerant workflow with validated schemas

Quick Start

Query a portfolio URL to extract companies with a validated schema using firecrawl_extract, then enrich and research them with Tavily, and finally generate a CSV export and a markdown report.

Frequently Asked Questions about accelerator-research-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract company data from accelerator portfolios like YC or Techstars?▼

To extract accelerator portfolio company data, provide a portfolio URL to Firecrawl for structured JSON extraction. Tavily then enriches this data, yielding scored CSV exports and Markdown reports.

What is the best way to score accelerator portfolio companies for investment research?▼

Scoring accelerator portfolio companies is done using a 5-tier impact rubric with customizable theses. After Firecrawl extracts and Tavily enriches the data, the system applies the rubric to generate structured reports.

Can I use Firecrawl and Tavily together to generate automated research reports?▼

Yes, you can use Firecrawl and Tavily together to generate automated research reports. Firecrawl handles structured portfolio extraction while Tavily performs AI-assisted enrichment to produce CSV and Markdown outputs.

Does accelerator portfolio research require manual data cleaning after extraction?▼

Accelerator portfolio research does not require manual data cleaning because the workflow uses validated schemas and robust error handling. This ensures structured, token-efficient outputs ready for analysis.

How do I export enriched accelerator portfolio data to CSV?▼

To export enriched accelerator portfolio data to CSV, run the automated workflow which queries a portfolio URL, validates the extracted JSON, enriches it with Tavily, and generates the final CSV file.

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