What happens if a PDF is an image and not text-based?

The Reference Indexer suggests using OCR tools like 'ocrmypdf' to convert scanned images into searchable text before indexing.

How does this skill improve Claude's performance?

It provides Claude with a Retrieval-Augmented Generation (RAG) corpus, allowing it to search through your specific reference documents for facts instead of relying solely on general training data.

How do I add a new document to the index?

You can use the '/ref-add {path}' command, which automatically validates the file, extracts the text, and updates the RAG corpus.

What file formats are supported by the Reference Indexer?

The skill supports PDF, Word (.docx), Markdown (.md), HTML, and plain text (.txt) files.

Can I organize my references into categories?

Yes, it supports a structured hierarchy including Legal, Technical, Business, and Internal categories, all tracked via a central index file.

Reference Indexer

Name: Reference Indexer
Author: arbgjr

byarbgjr

•

데이터 과학 및 ML

Indexes and manages external reference documents to power Retrieval-Augmented Generation (RAG) for domain-specific AI workflows.

The Reference Indexer skill provides a robust framework for ingesting, processing, and querying external documentation within the Claude Code environment. By automating text extraction from various formats—including PDFs, Word documents, and Markdown—it builds a structured local RAG corpus. This allows Claude to leverage specialized domain knowledge, such as legal regulations, technical specifications, and internal business rules, ensuring that AI-generated responses are grounded in your specific project references and compliance standards.

주요 기능

01Categorized reference management for legal, technical, and business docs

02Automated indexing workflow with validation and chunking

03Automated document summarization and metadata generation

04Semantic search capabilities with relevance scoring

05Multi-format text extraction supporting PDF, DOCX, MD, HTML, and TXT

061 GitHub stars

사용 사례

01Managing internal business manuals for instant retrieval of project rules

02Processing legal and regulatory documents for compliance-driven development

03Indexing technical RFCs and standards to guide software architecture

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add arbgjr/sdlc_agentico reference-indexer

For use in Claude.ai and ChatGPT

Download Skill