How does the skill ensure the accuracy of the summaries?

The skill enforces strict anti-hallucination rules requiring citations for all claims and performs a mandatory QA check before finalizing the report.

Can I summarize an entire folder of documents at once?

Yes, you can point the skill to a directory. It will summarize each file and produce a unified report that includes cross-document findings and themes.

How does it handle documents that exceed the AI's context window?

It automatically chunks large files into manageable segments and uses a team of general-purpose sub-agents to process these sections in parallel.

What file formats are supported by the Legal Document Summarizer?

The skill supports .pdf, .docx, .txt, and .md files. It also includes an OCR delegation feature for handling scanned or image-only documents.

What kind of output does the skill produce?

It generates a professionally formatted .docx file containing a title page, table of contents, executive summary, and detailed section-by-section breakdowns.

Legal Document Summarizer

Name: Legal Document Summarizer
Author: jdrodriguez

byjdrodriguez

•

生産性とワークフロー

Summarizes large documents and directories into professional, structured reports using multi-agent parallel processing.

The Legal Document Summarizer is a specialized Claude Code skill designed for high-volume information synthesis and legal research support. It automatically processes single files or entire directories containing PDFs, Word documents, and Markdown files by chunking content and coordinating a team of sub-agents to perform parallel analysis. This skill is particularly useful for synthesizing complex discovery materials, as it generates professional .docx reports featuring executive summaries, table of contents, and cross-document findings while enforcing strict anti-hallucination protocols and providing OCR fallback for scanned materials.

主な機能

01Professional .docx report generation with Title Pages, TOCs, and structured styling.

02Automated document chunking with metadata preservation and context overlap.

03Multi-file directory support with synthesized cross-document thematic analysis.

04Built-in OCR delegation for scanned documents and mandatory anti-hallucination QA checks.

05Multi-agent parallel summarization for rapid processing of large-scale document sets.

062 GitHub stars

ユースケース

01Synthesizing common themes and notable data across a collection of research papers or transcripts.

02Reviewing massive legal discovery folders containing hundreds of mixed-format files.

03Generating executive summaries and key findings for complex technical contracts or whitepapers.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jdrodriguez/legal-toolkit summarize

For use in Claude.ai and ChatGPT

主な機能

01Professional .docx report generation with Title Pages, TOCs, and structured styling.

02Automated document chunking with metadata preservation and context overlap.

03Multi-file directory support with synthesized cross-document thematic analysis.

04Built-in OCR delegation for scanned documents and mandatory anti-hallucination QA checks.

05Multi-agent parallel summarization for rapid processing of large-scale document sets.

062 GitHub stars

ユースケース

01Synthesizing common themes and notable data across a collection of research papers or transcripts.

02Reviewing massive legal discovery folders containing hundreds of mixed-format files.

03Generating executive summaries and key findings for complex technical contracts or whitepapers.