privilege-review-batch

Classify eDiscovery document batches as privileged, not-privileged, or borderline with verbatim citations.

Updated May 2, 2026
One-click install
npx skills add https://github.com/marius-bughiu/ooligo --skill privilege-review-batch
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: privilege-review-batch
Source: https://github.com/marius-bughiu/ooligo/tree/main/apps/web/public/artifacts/privilege-review-batch-skill
Command: npx skills add https://github.com/marius-bughiu/ooligo --skill privilege-review-batch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Manual first-pass privilege review of large document batches from eDiscovery exports or contract repositories is extremely time-consuming for legal teams, forcing attorneys to spend hours reviewing obviously non-privileged documents instead of focusing on high-risk, borderline cases that require expert judgment.

Core Features & Use Cases

  • Batch Privilege Classification: Automatically classifies each document as privileged, not-privileged, or borderline with grounded verbatim citations, supporting standard eDiscovery file types including .eml, .msg, .pdf, .docx, and .txt.
  • Privilege Log Drafting: Generates court-ready draft privilege log entries for privileged documents, following matter-specific schema templates to avoid over- or under-disclosure that could risk waiver or compel motions.
  • Use Cases: eDiscovery teams use it to pre-screen 5k-50k document custodian mailboxes before attorney review, while legal ops teams use it to audit contract repositories for mis-tagged privileged documents ahead of M&A diligence or regulator information requests.

Quick Start

Run the privilege-review-batch skill by providing the path to your document batch folder, metadata CSV export, matter-specific privilege rubric, and applicable jurisdiction to receive classified outputs, a borderline attorney queue, and a draft privilege log.

Frequently Asked Questions about privilege-review-batch

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

FAQPage Schema
How do I automate privilege review for large eDiscovery document batches?▼

Borderline privilege cases are routed directly to attorney queues to ensure expert judgment is applied where needed, mitigating privilege waiver and over-claim risks. This routing prevents automated tools from making final decisions on ambiguous documents.

Can I use this for contract repository privilege audits and custodian mailbox triage?▼

Yes, the Skill supports contract repository privilege audits ahead of M&A diligence and custodian mailbox triage across US federal, US state, UK, and EU jurisdictions. Legal ops teams can identify mis-tagged privileged documents in batches ranging from 5,000 to 50,000 files.

What is the best way to generate a court-ready draft privilege log from eDiscovery exports?▼

Generate a draft privilege log by providing the document batch folder, metadata CSV export, and applicable jurisdiction to receive court-ready log entries for privileged documents. The output follows matter-specific schema templates to avoid over- or under-disclosure that could risk waiver or compel motions.

Does privilege review AI ground evidence citations to verbatim document text?▼

No external dependencies are required to run this Skill. Users simply need to provide a document batch folder path, a metadata CSV export, a matter-specific privilege rubric, and the applicable jurisdiction to begin the first-pass classification process.