ai-tool-handoff

Orchestrate bulk clause extraction handoff to Luminance or Kira with QA and deal-trigger judgment.

100|16|Updated May 13, 2026
One-click install
npx skills add https://github.com/ZekaiSuni/claude-for-legal-turkish --skill ai-tool-handoff-zekaisuni
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-tool-handoff
Source: https://github.com/ZekaiSuni/claude-for-legal-turkish/tree/main/corporate-legal/skills/ai-tool-handoff
Command: npx skills add https://github.com/ZekaiSuni/claude-for-legal-turkish --skill ai-tool-handoff-zekaisuni

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Bulk contract clause extraction tools like Luminance and Kira can reliably find high-volume clause candidates, but they cannot fully apply deal-specific judgment about whether each extracted clause is actually triggered, so teams need a safe handoff plus a quality assurance and judgment layer.

Core Features & Use Cases

  • Bulk-tool handoff detection: Identifies when the workflow should route extraction to Luminance/Kira based on user intent (e.g., “send to Luminance”, “bulk review”, “AI extraction”) or when a diligence extraction hits a high-volume category.
  • Trust-level QA: Applies the configured trust level from the practice-level corporate-legal CLAUDE.md (use as-is, spot-check sampling, or full human review of flagged documents) to validate tool output.
  • Deal-trigger judgment layer: Translates extracted clause findings into deal-appropriate diligence outcomes by applying transaction-structure triggers (e.g., stock sale vs. asset sale vs. merger) and carve-out reasoning.
  • Privileged output handling: Produces QA summary and results intended to be stored within the matter’s privileged files to preserve confidentiality boundaries.

Quick Start

Send the batch to Luminance for change-of-control and related clause extraction, then ask the skill to QA the returned flags according to your corporate-legal CLAUDE trust settings and produce the diligence-ready findings.

Frequently Asked Questions about ai-tool-handoff

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

FAQPage Schema
How do I QA bulk contract clause extraction results from Kira or Luminance?

To QA bulk contract clause extraction results, the skill applies your configured corporate-legal CLAUDE.md trust level to validate tool output, filtering flagged clauses through spot-check sampling or full human review to produce diligence-ready findings.

What is deal-trigger judgment for extracted contract clauses?

Deal-trigger judgment for extracted contract clauses translates raw clause findings into deal-appropriate diligence outcomes by applying transaction-structure triggers like stock sale, asset sale, or merger, and reasoning through applicable carve-outs.

How do I hand off high-volume contract review to an AI extraction tool?

To hand off high-volume contract review to an AI extraction tool, the skill detects user intent like bulk review or AI extraction, prepares a filtered extraction batch, and routes the workflow to Luminance or Kira for clause candidate identification.

Can I use this skill for change of control and assignment clause diligence?

Yes, you can use this skill for change of control and assignment clause diligence, as it specifically targets uniform document sets where clause extraction targets like change of control, exclusivity, MFN, termination, and auto-renewal must be validated.

What is the best way to validate auto-renewal and MFN clauses across a large contract portfolio?

The best way to validate auto-renewal and MFN clauses across a large contract portfolio is to send a filtered batch to Luminance or Kira for extraction, then apply a trust-level QA and deal-trigger judgment layer to the returned flags.

When should I not use automated bulk clause extraction for contract review?

You should not use automated bulk clause extraction for contract review on non-uniform document sets, as the skill is designed for high-volume, reasonably uniform documents where consistent clause targets can be reliably identified and validated.