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ai-tool-handoff

Coordinate contract clause extraction handoffs and validate legal review findings.

109|20|Updated Mar 7, 2025
Search Tags:#quality assurance#ai review#clause extraction#change of control#kira#contract diligence#luminance
One-click install
npx skills add https://github.com/stakwork/stakgraph --skill ai-tool-handoff-stakwork
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-tool-handoff
Source: https://github.com/stakwork/stakgraph/tree/main/mcp/skills/corporate-legal/ai-tool-handoff
Command: npx skills add https://github.com/stakwork/stakgraph --skill ai-tool-handoff-stakwork

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill manages the handoff of high-volume contract clause extraction to tools such as Luminance or Kira, then applies the required quality assurance and legal judgment so automated results can become reliable diligence findings.

Core Features & Use Cases

  • Tool Selection: Determines when bulk review is appropriate based on document volume, clause type, document uniformity, and the team's configured AI review workflow.
  • Handoff Preparation: Creates structured load requests with document batches, extraction targets, materiality thresholds, and return expectations.
  • QA and Judgment: Applies configured trust levels, spot-checks or re-reviews extracted clauses, evaluates whether provisions are triggered by the transaction structure, and records findings or consent requirements.
  • Use Case: For a diligence corpus containing hundreds of customer contracts, use this Skill to identify change-of-control and assignment clauses, QA the tool's flagged results, and determine which provisions require consents or additional legal review.

Quick Start

Use the AI tool handoff skill to review the high-volume customer contracts in the diligence corpus for change-of-control and assignment clauses, QA the results, and summarize the findings and required consents.

Frequently Asked Questions about ai-tool-handoff

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

FAQPage Schema
How do I validate AI contract review findings for change-of-control clauses during due diligence?▼

Validate AI contract review findings by applying configured trust levels, spot-checking extracted change-of-control clauses, and evaluating whether provisions are triggered by the transaction structure to record required consents.

When should I use bulk AI clause extraction instead of manual contract review?▼

Bulk AI clause extraction is appropriate when handling large, reasonably uniform document batches during due diligence, allowing tools like Luminance or Kira to identify provisions such as assignment, exclusivity, and auto-renewal clauses efficiently.

How do I prepare a structured handoff for high-volume contract diligence using Kira or Luminance?▼

Prepare a structured handoff by creating load requests with document batches, extraction targets, materiality thresholds, and return expectations so AI review tools can process high-volume contract clause extraction systematically.

What quality assurance steps are needed after AI tools extract termination and exclusivity clauses?▼

Quality assurance after AI clause extraction involves applying configured trust levels, performing sampling or full re-review of flagged termination and exclusivity clauses, and applying transaction-specific legal judgment to determine next steps.

Can I use AI tool handoff for contract diligence on a small set of non-uniform agreements?▼

AI tool handoff is designed for large and reasonably uniform document batches; small or non-uniform agreement sets may not benefit from bulk review and might require direct manual legal review instead.

What is the best way to manage consents required from change-of-control and assignment clauses flagged by AI?▼

Manage required consents by applying transaction-specific legal judgment to the flagged change-of-control and assignment clauses, using a next-steps decision tree to determine which provisions require consents or additional legal review.

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