ai-tool-handoff

Route contract clause extraction batches to bulk review tools with trust-level QA.

Updated May 15, 2026
One-click install
npx skills add https://github.com/az9713/claude-for-legal-tutorial --skill ai-tool-handoff-az9713
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-tool-handoff
Source: https://github.com/az9713/claude-for-legal-tutorial/tree/main/corporate-legal/skills/ai-tool-handoff
Command: npx skills add https://github.com/az9713/claude-for-legal-tutorial --skill ai-tool-handoff-az9713

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Bulk contract review is fast at finding candidate clauses, but it often needs a reliable process to (1) detect when a specialized tool should be used, (2) route the right documents and targets, and (3) validate outputs with human judgment before finalizing legal conclusions.

Core Features & Use Cases

  • Tool-aware handoff: Detects when Luminance, Kira, or a similar bulk-review workflow is appropriate based on volume and clause-category fit.
  • Batch preparation and extraction targeting: Constructs a batch plan from VDR inventory, selects extraction targets (e.g., change of control, assignment, exclusivity, MFN, termination, auto-renewal), and applies a materiality filter.
  • Trust-level QA pipeline: Applies the configured trust level (use as-is, spot-check sampling, or full review of flagged items) and then adds a judgment layer to determine whether each flagged clause is actually triggered by the deal structure.
  • Outputs and next-steps decisioning: Formats a QA summary for diligence findings and supports a decision tree for subsequent actions.

Quick Start

Ask the skill to “send the change-of-control and assignment clause extraction batch to Luminance, then spot-check the flagged results according to the trust level in the practice CLAUDE.md.”

Frequently Asked Questions about ai-tool-handoff

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

FAQPage Schema
How do I prepare bulk contract extraction batches for Luminance?

To prepare bulk contract extraction batches, construct a batch plan from your VDR inventory, select extraction targets like change of control or assignment, and apply a materiality filter before routing documents to the review workspace.

What is trust-level QA for bulk clause extraction?

Trust-level QA for bulk clause extraction applies configured validation rules—use as-is, spot-check sampling, or full review of flagged items—to determine whether returned clause candidates are actually triggered by the deal structure.

Can I spot-check flagged diligence findings from bulk review tools?

Yes, you can spot-check flagged diligence findings by applying a trust-level QA pipeline that samples returned clause candidates and adds a judgment layer to validate whether each flagged clause applies to the deal structure.

When do I need a specialized tool for bulk contract review?

You need a specialized tool for bulk contract review when dealing with high-volume, category-matched legal tasks such as change of control, assignment, exclusivity, MFN, termination, and auto-renewal on reasonably uniform documents.

How do I configure trust levels for clause QA in a matter workspace?

To configure trust levels for clause QA, read the tool and trust configuration from the practice-level CLAUDE.md file, which dictates whether to use results as-is, apply spot-check sampling, or enforce full review of flagged items.