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Guide · Agent skill

How to use the AI Tool Handoff for Legal Review agent skill

Updated · written with AI from the project's own documentation and checked against our catalogue data

The ai-tool-handoff skill is an agent skill for legal teams that already use a bulk-review tool such as Luminance or Kira. It lets an AI assistant prepare a load request for a large batch of similar contracts, check the tool's output against the trust level your team has set, and then apply legal judgment to the flagged clauses. This guide explains what the skill does, how to install it, how to trigger it, and where it should not be used. It is written for readers who have not used agent skills before.

AI Tool Handoff for Legal Reviewanthropics/claude-for-legal · Apache-2.0

Quick start

  1. 1Install the skill. Download the ZIP from the directory page and unzip it into ~/.claude/skills/ or a project's .claude/skills/ folder, or upload it under Settings → Capabilities → Skills in the Claude apps.
  2. 2Configure CLAUDE.md. Edit ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md so its AI-assisted review section names your tool, clause types, trust level and handoff process.
  3. 3Confirm the batch fits. Check that the category has more than 50 uniform documents and a clause type the tool handles well. Otherwise read the documents directly or use tabular-review.
  4. 4Ask for a load request. Make a natural request such as sending a batch to Luminance. The skill prepares the load instructions or a request for whoever loads the documents.
  5. 5Run the extraction in the tool. A human user or the tool's own interface runs the extraction. The skill does not operate Luminance or Kira.
  6. 6QA the results. Return the tool's output and ask for the QA summary. The skill samples flagged documents according to your trust level and records the error rate.
  7. 7Apply judgment and choose next steps. Review the judgment layer output, such as whether a change-of-control clause is triggered, then choose from the next-steps decision tree.

What is an agent skill and what does this one do?

An agent skill is a folder containing a SKILL.md file with instructions that an AI assistant reads when a request matches the skill's description. This skill tells the assistant how to work with dedicated bulk-review software in legal due diligence.

The skill is built on one split of work. Luminance and Kira are good at reading hundreds of contracts and finding a clause type such as change of control. They are weaker at judgment, such as deciding whether a change-of-control provision is actually triggered by the deal structure. The skill hands the bulk extraction to the tool, then runs a QA layer on what comes back, then applies judgment and drafts a summary in the house format. It does not run the tool itself.

  • Checks the firm's CLAUDE.md config for the tool in use, the clause types to extract and the trust level
  • Prepares a load request for a person or team to run in the tool
  • Samples the tool's flagged documents and compares them to the actual clauses, according to the trust level
  • Applies judgment to each flagged provision, such as stock sale versus asset sale or how the contract defines change of control
  • Produces a QA summary with counts for flagged, triggered and material items

Check whether the skill fits your batch

The source is clear that this skill is for large, uniform batches. Hand off only when all of the following are true: the category has more than 50 documents, the clause type is one the tool handles well (such as change of control, assignment, exclusivity, MFN, termination or auto-renewal), and the documents are reasonably uniform, such as customer contracts on similar paper.

Do not use it for bespoke or heavily negotiated documents, side letters or amendments, or any question about what a clause means for the deal rather than whether it exists. For a few hundred documents with a defined column schema, the source says native tabular review (/corporate-legal:tabular-review) is faster to set up and keeps work product local.

Install the skill from ZIP or the Claude apps

Option one: download the ZIP from the directory page and unzip it into your user skills folder, ~/.claude/skills/, or into a project's .claude/skills/ folder. The unzipped folder should contain SKILL.md.

Option two: upload the ZIP in the Claude apps under Settings → Capabilities → Skills.

  • User-wide install: ~/.claude/skills/
  • Project install: the .claude/skills/ folder inside your project

Set up the required CLAUDE.md config

The skill reads ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md. Its AI-assisted review section must name the tool in use (Luminance, Kira or none), the clause types it is used for, the trust level and the handoff process, meaning who loads documents and who performs QA.

If that file says no AI tool is in use, the skill does nothing and everything goes through diligence-issue-extraction directly. The skill also expects the companion corporate-legal tabular-review and diligence-issue-extraction skills to be referenced by that file.

  • Trust level options named in the source: use as-is, spot-check X%, or full human review of flagged documents
  • The trust level is set in CLAUDE.md, usually at cold-start, based on the team's experience with the tool

Trigger the skill with natural requests

You do not need a special command. The skill's description lists phrases that should activate it, and the assistant also uses it when diligence-issue-extraction hits a high-volume category. Plain requests that match the description work best, and naming the deal, category and tool helps.

  • "Send to Luminance" for the change-of-control review on the Acme deal
  • "Bulk review the 300 customer contracts for assignment clauses"
  • "Run AI extraction on the supplier agreements and QA the output"
  • "Prepare a Kira load request for the exclusivity provisions in the data room"

What the output looks like

The skill produces a load request when someone else runs the tool, and a summary when results come back. The summary records the tool used, documents processed, extraction targets, trust level, sample size, error rate and whether the sample was accepted, widened or sent to full re-review. It then shows a results table comparing documents flagged, documents actually triggered after judgment, and material items.

The source states that the summary is derived from privileged or confidential VDR documents. It should be stored with the matter's privileged files, because sharing it beyond the privilege circle can waive privilege. The skill ends with a next-steps decision tree that you choose from.

  • Load request: document count, VDR folder path, load destination, extraction targets, and a note to return only flagged results
  • QA summary: trust level, sample size, error rate, results table, and counts of findings and consents added to the closing checklist

Safety notes: scripts and network

According to the source, this skill runs no scripts and uses no network access. It works by reading your CLAUDE.md config and the documents you provide, and writing its outputs to the matter folder. Matter-specific files are read only from the active matter, unless the Cross-matter context setting is on.

The skill is not a substitute for the tool's interface. A human user, or the tool's own interface, must run the extraction. Do not rely on tool output for complex or mixed document sets without human review, because the source warns that missed issues are a real risk.

  • Outputs are written to ~/.claude/plugins/config/claude-for-legal/corporate-legal/matters/<matter-slug>/ when matter context is enabled
  • Keep outputs with privileged files

What people use it for

  • Change-of-control review across several hundred customer contracts before an acquisition, with flagged clauses checked against the deal structure
  • Assignment and exclusivity extraction across a uniform set of supplier agreements, followed by a spot-check QA step
  • Legal operations teams setting a repeatable QA process for AI-assisted clause extraction across deals
  • Building a closing checklist of consents from the clauses the tool flagged and the skill confirmed

Frequently asked questions

Is the ai-tool-handoff skill free to use?

The source does not state pricing or licence terms for the skill beyond the Apache-2.0 licence listed for the repository. Luminance or Kira require their own team licence, which the source lists as a requirement.

What do I need to use the ai-tool-handoff skill?

You need a configured CLAUDE.md file at ~/.claude/plugins/config/claude-for-legal/corporate-legal/ describing the AI tool and trust level, Luminance or Kira (or a similar tool) with a team licence and workflow, a human user to run the tool, and the companion tabular-review and diligence-issue-extraction skills that the file references.

Does the skill run Luminance or Kira for me?

No. The skill manages the handoff and QA. A human or the tool's own interface must run the extraction.

How do I install an agent skill like this one?

Download the ZIP from the directory page and unzip it into ~/.claude/skills/ or a project's .claude/skills/ folder. You can also upload the ZIP in the Claude apps under Settings → Capabilities → Skills.

When should I use tabular-review instead?

The source recommends native tabular review for a few hundred documents with a defined column schema. It is faster to set up, has no per-document cost, and keeps work product local. Hand off to Luminance or Kira when the corpus is too large, the team already has a licence and workflow, or the matter requires a validated provenance chain.

Why does the skill not work well on side letters or amendments?

The source says tools miss the interaction between side letters or amendments and the main agreement. For those documents, and for bespoke or heavily negotiated contracts, the skill advises against handing off to a tool.

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Our verdict

This skill suits in-house or law firm teams who must review hundreds of uniform contracts and already license Luminance or Kira, and who want a documented QA process. It is a poor fit for small batches under about 50 documents, mixed or heavily negotiated sets, side letters, or anyone expecting the skill to run the tool itself.

Download the skill