aibot88 Enrich Citations
Enhance markdown documents by finding and adding authoritative source links for mentioned facts, tools, products, research, and references.
Usage
Use the enrich_citations.py script to process markdown documents:
# Use default output location (~/tmp/citation_enriched.md - allows overwrite)
python scripts/enrich_citations.py --document-file /path/to/document.md
# Specify custom output location (cannot overwrite existing files)
python scripts/enrich_citations.py --document-file /path/to/document.md --output /path/to/output.md
What It Does
The script automatically:
- Identifies all references (tools, research, products, organizations, people, standards)
- Performs web search to find authoritative sources
- Adds markdown hyperlinks with proper spacing:
[Reference](URL) - Verifies all URLs are valid and accessible
- Preserves all original content (only adds hyperlinks, no text changes)
- Prioritizes official sources and documentation
Options
--document-file(required) - Path to the markdown document to enrich--output(optional) - Custom output path (default:~/tmp/citation_enriched.md)
Output Behavior
- Default location:
~/tmp/citation_enriched.md- Allows overwrite - Custom location: Cannot overwrite existing files (raises error if file exists)
Reference Types Identified
- External sources and research papers
- Tools, software, frameworks, libraries
- Products and services
- Organizations and institutions
- Technical concepts and standards (RFC, W3C, APIs)
- People and experts
Requirements
- Python 3.11+
- Claude CLI must be installed and accessible
- Internet connection (for web searches)
- Document file must exist at specified path