AI Investigator — AI skill for Claude Code
An automated AI system (Python framework) designed to analyze any type of website content and generate structured reports using Claude 3.5 Sonnet API and Firecrawl.
How to install AI Investigator
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open muratcankoylan/AI-Investigator and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What AI Investigator does
An automated AI system (Python framework) designed to analyze any type of website content and generate structured reports using Claude 3.5 Sonnet API and Firecrawl. While currently configured for enterprise AI case studies, the architecture can be adapted for various content analysis needs.
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README
AI Enterprise Case Study Analyzer
An intelligent system for analyzing enterprise AI case studies using the Claude 3.5 Sonnet API. The system supports two main modes of operation:
- Analyzing case studies from provided URLs in a CSV file.
- Discovering and analyzing case studies from company websites using the Firecrawl API.
Core Features
1. Case Study Discovery & Analysis
- CSV Mode: Analyze specific case study URLs provided in a CSV file.
- Website Mode: Automatically discover and analyze case studies from company websites using Firecrawl's map endpoint.
- Intelligent case study identification powered by Claude 3.5 Sonnet.
- Content extraction handled by Firecrawl's scrape endpoint.
2. Content Processing Pipeline
- Content Extraction (via Firecrawl API):
- Map endpoint (
/v1/map): Discovers links on the website. - Scrape endpoint (
/v1/scrape): Extracts content in markdown format and retrieves metadata for context.
- Map endpoint (
- Case Study Identification:
- Uses Claude to identify potential case study links.
- Filters content to ensure only relevant case studies are processed.
- Content Analysis:
- Checks for enterprise AI qualification.
- Performs a detailed, multi-section analysis.
- Assesses business impact and technology stack.
3. Report Generation
The system creates three types of reports:
a. Individual Case Study Report
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