Ai Tool Handoff

anthropics/claude-for-legal/corporate-legal/skills/ai-tool-handoff

作者 anthropics4a6c651889c97cc9140580363c73e0eb17379c2b無授權條款9.6K 個星標收錄於 2026年10月9日更新於 2026年10月9日儲存庫9 天前更新

Detects when Luminance, Kira, or a similar bulk-review tool is in use, hands off the high-volume clause extraction to it, and QAs its output per the trust level in `~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md`. Use when user says "send to Luminance", "bulk review", "AI extraction", or when diligence-issue-extraction hits a high-volume category.

精選僅含說明Business & Finance
AI 產生的概覽

管理將大量合約條款擷取工作交接給 Luminance 或 Kira,並對回傳結果進行品質檢查。

功能
此技能為 Luminance 或 Kira 等外部審查工具準備大量條款擷取所需的文件批次,產生載入說明或載入請求。結果回傳後,它依設定的信任等級(直接採用、抽查或全面複核)執行品質檢查,並產出包含錯誤率的 QA 摘要。接著它加入判斷層,評估被標記的條款是否確實由交易結構觸發,並輸出盡職調查問題與交割清單的發現結果。
適用情境
當盡職調查類別包含 50 份以上且格式較為一致的文件,且擷取目標是該工具擅長的條款類型(例如控制權變更、轉讓、排他性、最惠國、終止或自動續約)時使用。也適用於使用者說「傳送到 Luminance」「大量審查」或「AI 擷取」,或 diligence-issue-extraction 遇到高容量類別時。
執行需求
需要一份實務層級的 CLAUDE.md 設定檔,說明所用 AI 工具、擷取目標、信任等級與交接流程;若其中說明不使用 AI 工具,此技能不會執行任何動作。它還依賴 VDR 文件清單,並在啟用事項脈絡時需要作用中的事項工作區。它不執行指令碼,也不自行操作 Luminance 或 Kira。

AI Tool Handoff

Matter context

Matter context. Check ## Matter workspaces in the practice-level CLAUDE.md. If Enabled is ✗ (the default for in-house users), skip the rest of this paragraph — skills use practice-level context and the matter machinery is invisible. If enabled and there is no active matter, ask: "Which matter is this for? Run /corporate-legal:matter-workspace switch <slug> or say practice-level." Load the active matter's matter.md for matter-specific context and overrides. Write outputs to the matter folder at ~/.claude/plugins/config/claude-for-legal/corporate-legal/matters/<matter-slug>/. Never read another matter's files unless Cross-matter context is on.


Purpose

Luminance and Kira are good at one thing: reading 500 contracts and finding every change-of-control clause. They're less good at judgment — deciding whether a particular CoC provision is actually triggered by this deal structure.

This skill hands off the bulk extraction to the right tool, then runs the QA layer on what comes back.

Before you hand off: try tabular-review first (/corporate-legal:tabular-review). For anything the user's environment can handle — a few hundred documents, a defined column schema — native tabular review is faster to set up, has no per-document cost, and keeps the work product local. Hand off to Luminance/Kira when the corpus is genuinely too large, the team already has a license and workflow, or the matter requires a tool with a validated provenance chain.

Load context

~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md → AI-assisted review:

  • Tool in use (Luminance / Kira / none)
  • What it's used for (which clause types)
  • Trust level (use as-is / spot-check / full re-review)
  • Handoff process (who loads, who QAs)

If ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md says no AI tool → this skill is a no-op. Everything goes through diligence-issue-extraction directly.

When to hand off

Hand off when all of:

  • Category has >50 documents (below that, faster to just read them)
  • Extraction target is a clause type the tool is good at (CoC, assignment, exclusivity, MFN, termination, auto-renewal)
  • Documents are reasonably uniform (all customer contracts on similar paper — not a mix of contracts, letters, and board minutes)

Don't hand off:

  • Bespoke or heavily negotiated documents
  • Side letters and amendments (context-dependent, tools miss the interaction with the main agreement)
  • Anything where the question is "what does this mean for the deal" not "does this clause exist"

The handoff

Step 1: Prepare the batch

  • Identify documents for the batch (from VDR inventory)
  • Specify extraction targets per ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md (which clause types)
  • Note the materiality threshold so tool output can be filtered

Step 2: Load (or instruct the loader)

Per ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md — who loads. If it's you, generate the load instructions. If it's someone else, generate the request:

markdown
## [Tool] Load Request — [Deal code] — [Category]
**Documents:** [N] docs from VDR folder [path]**Load to:** [Tool workspace/matter]**Extraction targets:**- Change of control / assignment- Exclusivity- [etc. per `~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md`]
**Filter output:** Flag only where extraction target is present — no need for "no CoC clause found" for every doc.
**Return by:** [date]

Step 3: QA the output

When the tool returns results, apply the trust level:

"Use as-is": Ingest directly into diligence findings. (Only if ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md says this — it's rare.)

"Spot-check X%": Randomly sample X% of flagged documents. For each, read the actual clause and compare to the tool's extraction. If error rate is low, accept the batch. If errors found, widen the sample.

"Full human review of flagged": Tool narrows the universe (500 docs → 80 with CoC clauses). Human reads all 80. Tool saved the time of reading the 420 clean ones.

Step 4: Judgment layer

The tool found the clauses. Now apply judgment:

For each flagged CoC provision: is it actually triggered by this deal?

  • Stock sale vs. asset sale vs. merger — different triggers
  • "Change of control" defined how in the contract — majority ownership? board control? something else?
  • Is there a carve-out for this type of transaction?

This is the part the tool can't do. Output goes to diligence findings in house format.

Output

The QA summary below is derived from VDR documents that are privileged, confidential, or both. It inherits the sources' privilege and confidentiality status — distribution beyond the privilege circle can waive privilege. Store with the matter's privileged files.

markdown
## AI Tool Handoff Summary — [Category]
**Tool:** [Luminance / Kira]**Documents processed:** [N]**Extraction targets:** [clause types]
### QA
**Trust level:** [per `~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md`]**Sample size:** [N] docs spot-checked**Error rate:** [X]% — [Accepted / Widened sample / Full re-review triggered]
### Results
| Clause type | Docs flagged | After judgment layer | Material ||---|---|---|---|| Change of control | [N] | [N actually triggered by deal structure] | [N above threshold] || Assignment | [N] | [N] | [N] |
**→ [N] findings added to diligence issues****→ [N] consents added to closing checklist**

Close with the next-steps decision tree

End with the next-steps decision tree per CLAUDE.md ## Outputs. Customize the options to what this skill just produced — the five default branches (draft the X, escalate, get more facts, watch and wait, something else) are a starting point, not a lock-in. The tree is the output; the lawyer picks.

What this skill does not do

  • It doesn't run Luminance or Kira — it manages the handoff and QA. A human (or the tool's own interface) runs the extraction.
  • It doesn't replace the tool's output with its own judgment entirely — if ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md says spot-check 10%, check 10%, not 100%.
  • It doesn't decide the trust level — that's in ~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md, set at cold-start based on the team's experience with the tool.

來源與署名

來源:anthropics/claude-for-legal位於corporate-legal/skills/ai-tool-handoff提交4a6c651

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