An advanced AI-powered legal analysis tool designed to extract, classify, and score risks within dense contract documents across Chinese and English languages.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install contract-clause-extractor
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install contract-clause-extractor using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Contract Clause Extractor?
The Contract Clause Extractor is a high-performance Openclaw Skills asset engineered to transform dense contract PDFs, DOCX files, and plain text into structured, highly scannable clause summaries complete with automated risk ratings. By employing advanced LLM semantic matching, it effortlessly categorizes complex legal jargon into 12 standard legal categories while acknowledging hierarchical numbering systems.
This tool serves as a critical asset for teams needing rapid contract triage. It features traffic-light risk annotations to spotlight unfavorable terms, identifies subtle omissions or structural gaps like missing reciprocal obligations, and generates actionable, plain-language modification proposals—all while maintaining absolute document confidentiality and local-first data processing compliance.
Contract Clause Extractor Use Cases
- Rapid Startup Vendor Review: Quickly evaluate comprehensive incoming SaaS or vendor agreements without immediate internal legal resources.
- Employment Contract Auditing: Check employment and offer letters for overly restrictive non-compete clauses, unfair termination policies, or hidden IP background assignments.
- Bilingual Legal Extraction: Translate and summarize Chinese or English contracts for global stakeholders while ensuring strict cross-border legal terminology consistency.
- Commercial Lease Inspection: Spot structural hazards, penalty thresholds, and missing force majeure protections prior to entering multi-year office leases.
- Pre-Negotiation Playbook Generation: Prepare localized talking points divided into non-negotiable items, market standards, and concession points ahead of provider discussions.
How Contract Clause Extractor Works
- Contract Ingestion: Accepts PDF, DOCX, plain text, or image-scanned documents, determines structural layouts, auto-detects language variants, and executes OCR processes where needed.
- Clause Segmentation: Splits incoming files into structured boundaries using alphanumeric, semantic breaks, or local legal numbering schemas.
- Clause Classification: Maps segments using intelligent semantic parsing into 12 baseline areas including Payment Terms, IP, Dispute Resolution, and Breach Penalties.
- Risk Annotation: Examines language severity to tag sections under High, Medium, or Low risk thresholds with precise technical rationale.
- Hidden Risk Detection: Automatically executes a pattern-based scan to catch structural oversights, liability caps, or one-sided termination models.
- Clause Summarization: Forms an organized overview highlighting individual clause extractions alongside corresponding modification strategies.
- Multi-Contract Comparison: Performs multi-document alignment to cross-examine differences, missing entries, or divergent risk structures.
- Bilingual Extraction: Applies targeted translation paradigms to synthesize localized versions accompanied by custom terminology glossaries.
- Report Generation: Consolidates telemetry, checklists, and visual data models into a unified exportable markdown, PDF, or JSON schema.
Contract Clause Extractor Setup
System Installation
Deploy the Contract Clause Extractor via your local command-line toolkit to initialize automated parsing.
# Initialize Openclaw Skills environment
openclaw skill install contract-clause-extractor
# Confirm operational variables and dependencies
contract-clause-extractor.sh --version
Environment Configuration
Ensure valid paths to your local models or chosen third-party APIs are declared inside your operational profile prior to triggering intensive clause classification loops.
Contract Clause Extractor Data Schema & Taxonomy
The skill manages information pipelines by mapping out elements according to the taxonomy below:
Document Taxonomies
| Data Point | Classification Grouping | Description |
|---|---|---|
Payment Terms |
Core Category 1 | Controls milestones, late-payment schedules, and fine rates. |
Breach & Penalties |
Core Category 3 | Evaluates liquidated damages, recovery rules, and cure times. |
Intellectual Property |
Core Category 5 | Determines explicit work-for-hire provisions and background IP rights. |
Termination |
Core Category 8 | Tracks unilateral convenience terminations or for-cause breakdowns. |
Document Summary Profiles
All localized outputs automatically adhere to standard analytical JSON reporting properties including contract_type, overall_risk_score, clause_extraction_table, and hidden_risk_alerts variables.
Contract Clause Extractor Advanced Features
- Multi-Contract Analytical Diffing: Align more than two agreements side-by-side to review missing text strings or fluctuating threat profiles instantly.
- Bilingual Terminology Retention Engine: Auto-builds custom legal dictionaries on-the-fly during extraction phases to preserve precise legal contexts across EN/CN borders.
- Automated Modification Suggestion Engine: Supplies programmatic, context-aware counter-wording variables directly inside localized analytical tables.
- Strict Data Redaction Hooks: Programmatically filters and obscures personally identifiable information (PII) including banking parameters, personal identifiers, and signature blocks prior to logging steps.
SKILL.md
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