克劳德(法律事务)
Anthropic公司在GitHub上开源了专为法律领域优化的AI模型“Claude for Legal”。该模型能更准确地处理法律文本、合同及案例摘要,旨在提升法律从业者效率。此消息在Hacker News上获得105个投票点数,显示出技术社区对其在法律科技领域应用潜力的关注。
Anthropic 把 Claude 在法律场景的提示和工具打包成仓库,对法律人来说比 API 文档更直接可用,垂直落地信号明显。
Claude for Legal
Reference agents, skills, and data connectors for the legal workflows we see most — in-house commercial, privacy, product, corporate, employment, litigation, regulatory, AI governance, IP, and the learning side of the practice (law school clinics and students).
New here? Start with QUICKSTART.md — install in 60 seconds. This README is the full reference.
Everything here is available two ways from one source: install it as a Claude Cowork or Claude Code plugin, or deploy it through the Claude Managed Agents API behind your own workflow engine. Same system prompt, same skills — you choose where it runs.
Getting started in Cowork
- Install Claude Desktop
- Get access to Claude Cowork
- Follow the instructions in the video below:
[!IMPORTANT] Every output from these plugins is a draft for attorney review — not legal advice, not a legal conclusion, not a substitute for a lawyer. They are built with guardrails that reflect that: source attribution on every citation, conservative defaults on privilege and subjective legal calls, jurisdiction assumptions surfaced, and explicit gates before anything is filed, sent, or relied on. A lawyer reviews, verifies, and takes professional responsibility for anything that leaves the building. These plugins make that review faster; they do not replace it.
These plugins do not represent Anthropic's legal positions. They are tools that help lawyers analyze issues. Where a skill includes a checklist item, a suggested framework, a risk flag, or a characterization of case law or regulatory guidance, that is an aid to the reviewing attorney's own analysis, not a statement of Anthropic's view of the law. The law in many of these areas is unsettled and evolving. The attorney using the plugin — not the plugin, and not Anthropic — is responsible for the legal positions taken in their work product.
What's in the repo:
- Practice-area plugins covering in-house, firm, and academic legal work — each one built around a cold-start interview that learns your playbook and a
CLAUDE.mdpractice profile that every skill reads from. - Managed-agent cookbooks for the scheduled, eyes-on-the-feed workflows (renewal watcher, docket watcher, regulatory feed monitor, diligence grid, launch radar).
- MCP connectors across general productivity (Slack, Google Drive, Box) and legal-specific systems (Ironclad, DocuSign, iManage, Everlaw, CourtListener, and more).
- Named agents — end-to-end workflow agents (Vendor Agreement Reviewer, DSAR Responder, Termination Reviewer, Claim Chart Builder, …) with job-style names and a single command to run each one.
Agents
Each agent is named for the workflow it runs. They're the most common surface — start with the ones that match your work, then tune the underlying skill, the practice profile, and the connectors to how your team does it.
The trust layer for community legal skills
The community is building legal skills fast — registries like LegalOps Consulting's lpm-skills and Lawvable already list dozens. But nobody certifies community skills, and a lawyer installing a random skill from GitHub is installing code that runs with access to their matter files, their practice profile, and their research connectors.
legal-builder-hub gives the ecosystem the trust layer it's missing:
- Security review — hidden-content scan, injection detection, structural trust check on every install
- Allowlist — restrictive-by-default source gate (registries, publishers, connectors, licenses)
- License gate — deployment-context-aware license policy (personal / firm-internal / product-embedding)
- Freshness gate — tracks whether bundled reference content (regulations, statutes, procedures) has passed its verification window, and warns at invocation
- Re-scan at update — a skill that was clean at v1.0 and poisoned at v1.1 gets caught
- Install log — an auditable record of what's installed, from where, under what license, with what review verdict
The allowlist is restrictive by default. Permissive mode is an explicit choice. A non-lawyer gets routed to their attorney contact, not an "install anyway" button.
Community skills go through the same design review (/legal-builder-hub:skills-qa) as the first-party plugins. If you build for lawyers, run the QA against your own skill before publishing. It's the review a lawyer would do if they could read code.
Building a connector? See CONNECTORS.md for what a good legal MCP server looks like and how to submit yours for inclusion.
Claude for Microsoft 365
Lawyers live in Word and Excel. Every contract-touching skill in this repo is authored to work in the Claude for Word sidebar, with tracked changes as the output mode. That's commercial-legal:review (vendor agreements, NDAs, SaaS subscriptions), commercial-legal:amendment-history, ip-legal:ip-clause-review, ai-governance-legal:vendor-ai-review, privacy-legal:dpa-review, and the diligence extraction in corporate-legal. A reviewer accepts or rejects each change exactly as they would for a human markup — numbering, defined terms, cross-references, and styles are preserved.
The Excel-facing skills produce workbooks that open cleanly: corporate-legal:tabular-review writes a multi-sheet .xlsx with a sources sheet, litigation-legal:claim-chart writes an element-by-element claim chart with citation columns, corporate-legal:entity-compliance writes the compliance register with deadline columns, and commercial-legal:renewal-tracker exports the renewal register sorted by cancel-by date.
Install Claude for Microsoft 365 from Microsoft AppSource. Once installed, the skills from any plugin you've enabled are available from the sidebar via /, and connectors are reachable from the same surface. A single thread can span Word, Excel, PowerPoint, and Outlook.
For IT admins deploying the add-in against your own cloud (Vertex AI, Bedrock, or an internal gateway) rather than Anthropic's API, see the separate claude-for-msft-365-install tooling.
Making It Yours
These are reference templates. They get better when you tune them to how your team works — and the customization mechanism is the plugin itself, not a config file buried in a repo.
- Run the cold-start interview. It is the customization mechanism. It asks how your practice works, reads your seed documents, and writes your practice profile. Every other skill reads from that profile. A
/commercial-legal:cold-start-interviewwith five signed MSAs, your playbook, and your escalation matrix will make the review skills noticeably sharper. - Edit the practice profile. Your profile lives at
~/.claude/plugins/config/claude-for-legal/<plugin>/CLAUDE.md. Edit it directly for small fixes — a wrong escalation threshold, a new integration, a policy update. It survives plugin updates. - Re-run setup.
/<plugin>:cold-start-interviewagain for a full re-interview when your practice shifts materially (new jurisdiction, new CLM, new policy). - Swap connectors. Point
.mcp.jsonat your CLM, DMS, e-discovery platform, launch tracker, HRIS. Skills fall back gracefully when a connector isn't configured — no silent no-ops. - Bring your playbook and templates. Drop your terminology, house style, and branded templates into the plugin's
CLAUDE.mdandreferences/. The skills will pick them up. - Fork skills for house style. Every skill is a markdown file under
skills/. Edit the steps, the gates, the output format. - Add scheduled agents. The agents under
<plugin>/agents/are markdown with a cron-style schedule. Add your own for the watchers your team needs.
No build step. Everything is markdown and JSON.
Skill & Command Reference
The full map across all plugins. The cold-start interview is the first thing to run in any plugin.
ai-governance-legal
| Command | Skill | What it does |
|---|---|---|
/ai-governance-legal:cold-start-interview | cold-start-interview | Cold-start — learns your AI governance practice |
/ai-governance-legal:ai-inventory | ai-inventory | EU AI Act per-system inventory — track each system's role and risk tier |
/ai-governance-legal:use-case-triage | use-case-triage | Classify AI use case — approved, conditional, or no |
/ai-governance-legal:aia-generation | aia-generation | Run an AI impact assessment in house format |
/ai-governance-legal:vendor-ai-review | vendor-ai-review | Review vendor AI terms against governance positions |
/ai-governance-legal:reg-gap-analysis | reg-gap-analysis | Diff a new AI regulation against your governance posture |
/ai-governance-legal:policy-monitor | policy-monitor | Keep the AI policy current with practice |
/ai-governance-legal:policy-starter | policy-starter | Draft a firm AI usage policy from published model policies, adapted to your practice profile |
/ai-governance-legal:matter-workspace | matter-workspace | Manage matter workspaces (practice-level) |
legal-builder-hub
| Command | Skill | What it does |
|---|---|---|
/legal-builder-hub:cold-start-interview | cold-start-interview | Practice profile interview and starter-pack recommendation |
/legal-builder-hub:registry-browser | registry-browser | Search watched registries for community legal skills |
/legal-builder-hub:skill-installer | skill-installer | Install a community skill with trust checks |
/legal-builder-hub:skills-qa | skills-qa | Evaluate a skill against the Design Framework |
/legal-builder-hub:related-skills-surfacer | related-skills-surfacer | Suggest community skills from activity in other plugins |
/legal-builder-hub:auto-updater | auto-updater | Check for updates to installed community skills |
/legal-builder-hub:disable | skill-manager | Disable a community skill without removing files |
/legal-builder-hub:uninstall | skill-manager | Uninstall a community skill installed via the hub |
| scheduled | registry-sync (agent) | Periodic check of watched registries for updates |
legal-clinic
| Command | Skill | What it does |
|---|---|---|
/legal-clinic:cold-start-interview | cold-start-interview | Professor setup — areas, jurisdiction, supervision style |
/legal-clinic:build-guide | build-guide | Professor practice-area guide — intake, pedagogy posture, review gates |
/legal-clinic:ramp | ramp | Student semester onboarding with practice exercises |
/legal-clinic:client-intake | client-intake | Structured intake with cross-area issue spotting |
/legal-clinic:client-comms-log | client-comms-log | Log a client communication — append-only per-case record |
/legal-clinic:research-start | research-start | Research roadmap — statutes, case law, search terms |
/legal-clinic:memo | memo | IRAC-scaffolded analysis memo with research gaps flagged |
/legal-clinic:draft | draft | First draft of a common clinic document |
/legal-clinic:client-letter | client-letter · plain-language-letters | Routine client correspondence from templates |
/legal-clinic:status | status | Case status by audience — client, professor, court-ready |
/legal-clinic:deadlines | deadlines | Track case deadlines with malpractice-aware warnings |
/legal-clinic:supervisor-review-queue | supervisor-review-queue | Professor's review queue (if formal supervision) |
/legal-clinic:semester-handoff | semester-handoff | End-of-semester case handoff memos |
commercial-legal
| Command | Skill | What it does |
|---|---|---|
/commercial-legal:cold-start-interview | cold-start-interview | Cold-start — learn your commercial contracts practice |
/commercial-legal:review | vendor-agreement-review · nda-review · saas-msa-review | Review vendor agreement, NDA, or SaaS subscription |
/commercial-legal:amendment-history | amendment-history | Trace contract changes across base and amendments |
/commercial-legal:renewal-tracker | renewal-tracker | Show contracts with cancel-by deadlines within 90 days |
/commercial-legal:escalation-flagger | escalation-flagger | Route a contract issue and draft the ask |
/commercial-legal:review-proposals | (internal) | Review and approve pending playbook update proposals |
/commercial-legal:matter-workspace | matter-workspace | Manage matter workspaces (practice-level) |
| — | stakeholder-summary | Translates a review into a business-stakeholder summary |
| scheduled | renewal-watcher (agent) | Weekly sweep of the renewal register |
| scheduled | deal-debrief (agent) | Weekly surface of signed agreements with deviations |
| scheduled | playbook-monitor (agent) | Proposes playbook updates when a clause has drifted |
corporate-legal
| Command | Skill | What it does |
|---|---|---|
/corporate-legal:cold-start-interview | cold-start-interview | House cold-start, with optional --new-deal kickoff |
/corporate-legal:tabular-review | tabular-review | Tabular review — one row per document, every cell cited |
/corporate-legal:diligence-issue-extraction | diligence-issue-extraction | Extract issues from VDR documents per house thresholds |
/corporate-legal:material-contract-schedule | material-contract-schedule | Build material contracts disclosure schedule |
/corporate-legal:closing-checklist | closing-checklist | What's blocking close with critical path |
/corporate-legal:written-consent | written-consent | Draft board or committee consent in house format |
/corporate-legal:entity-compliance | entity-compliance | Entity compliance tracker across jurisdictions |
/corporate-legal:integration-management | integration-management | Post-closing integration tracker with consent tracking |
/corporate-legal:matter-workspace | matter-workspace | Manage matter workspaces (practice-level) |
| — | board-minutes | Drafts board or committee minutes in house format |
| — | deal-team-summary | Aggregates diligence findings into a deal briefing |
| — | ai-tool-handoff | Detects Luminance/Kira, QAs bulk-tool output |
| scheduled | dataroom-watcher (agent) | Monitors VDR uploads and posts checklist status |
employment-legal
| Command | Skill | What it does |
|---|---|---|
/employment-legal:cold-start-interview | cold-start-interview | Cold-start — learns jurisdictions and escalation rules |
/employment-legal:wage-hour-qa | wage-hour-qa | Jurisdiction-aware wage/hour and employment Q&A |
/employment-legal:hiring-review | hiring-review | Review offer letter and restrictive covenants |
/employment-legal:termination-review | termination-review | Termination review with high-risk flag detection |
/employment-legal:worker-classification | worker-classification | Classify a proposed engagement against the state test |
/employment-legal:policy-drafting | policy-drafting | Draft employment policy with state supplements |
/employment-legal:leave-tracker | leave-tracker | Check open leaves for deadline alerts |
/employment-legal:log-leave | log-leave | Add a new leave to the leave register |
/employment-legal:investigation-open | internal-investigation | Open a new internal investigation matter |
/employment-legal:investigation-add | internal-investigation | Add data to an open investigation — docs, notes |
/employment-legal:investigation-memo | internal-investigation | Draft or update the privileged investigation memo |
/employment-legal:investigation-query | internal-investigation | Ask questions against an open investigation log |
/employment-legal:investigation-summary | internal-investigation | Draft audience-specific summary from investigation memo |
/employment-legal:expansion-kickoff | international-expansion | Kick off expansion planning for a new country |
/employment-legal:expansion-update | international-expansion | Update status of an in-progress expansion project |
/employment-legal:matter-workspace | matter-workspace | Manage matter workspaces (practice-level) |
| — | handbook-updates | Diffs handbook changes and flags state supplement impacts |
| scheduled | leave-tracker (agent) | Weekly monitor of open leaves with hard deadlines |
ip-legal
| Command | Skill | What it does |
|---|---|---|
/ip-legal:cold-start-interview | cold-start-interview | Cold-start — learn your IP practice and posture |
/ip-legal:clearance | clearance | Trademark clearance first pass — knockout + similar marks |
/ip-legal:fto-triage | fto-triage | Freedom-to-operate triage, not an FTO opinion |
/ip-legal:invention-intake | invention-intake | Invention disclosure first-pass screen — novelty, obviousness, §101, bar dates |
/ip-legal:cease-desist | cease-desist | Draft a C&D or triage one you received |
/ip-legal:takedown | takedown | DMCA notice, response triage, or §512(g) counter-notice |
/ip-legal:infringement-triage | infringement-triage | Infringement triage across all four IP rights |
/ip-legal:ip-clause-review | ip-clause-review | Review IP clauses — assignment, license, warranties |
/ip-legal:oss-review | oss-review | Open source license compliance check |
/ip-legal:portfolio | portfolio | Track IP portfolio deadlines and renewals |
/ip-legal:matter-workspace | matter-workspace | Manage matter workspaces (practice-level) |
| scheduled | ip-renewal-watcher (agent) | Weekly report of IP portfolio deadlines |
litigation-legal
| Command | Skill | What it does |
|---|---|---|
/litigation-legal:cold-start-interview | cold-start-interview | Cold-start — risk, landscape, house brief style |
/litigation-legal:matter-intake | matter-intake | Intake a new matter — writes matter.md and history |
/litigation-legal:matter-briefing | matter-briefing | Deep briefing on one matter for a call |
/litigation-legal:matter-update | matter-update | Append a dated event to a matter's history |
/litigation-legal:portfolio-status | portfolio-status | Portfolio rollup — risk, deadlines, stale matters |
/litigation-legal:matter-close | matter-close | Close a matter — archive, retain record |
/litigation-legal:matter-workspace | matter-workspace | Manage matter workspaces (practice-level) |
/litigation-legal:demand-intake | demand-intake | Pre-drafting context — parties, facts, leverage |
/litigation-legal:demand-draft | demand-draft | Draft demand letter with FRE 408 gate and .docx output |
/litigation-legal:demand-received | demand-received | Triage inbound demand — options, portfolio cross-check |
/litigation-legal:subpoena-triage | subpoena-triage | Triage subpoena — scope, burden, privilege, plan |
/litigation-legal:legal-hold | legal-hold | Issue, refresh, release, or report on legal holds |
/litigation-legal:oc-status | oc-status | Weekly status-request emails to outside counsel |
/litigation-legal:claim-chart | claim-chart | Element chart — patent or civil cause of action |
/litigation-legal:chronology | chronology | Build or update a chronology from sources and uploads |
/litigation-legal:deposition-prep | deposition-prep | Deposition outline tied to case theory |
/litigation-legal:privilege-log-review | privilege-log-review | First-pass privilege log review with flags |
/litigation-legal:brief-section-drafter | brief-section-drafter | Draft a brief section in house style |
| scheduled | docket-watcher (agent) | Monitors court dockets for filings and deadlines |
privacy-legal
来源:Hacker News 热门(buzzing.cc 中文翻译) · github.com