upstage-schema-generationGenerate a JSON schema for structured document information extraction. Use this skill whenever the user asks to generate or create a schema for a document —...
Install via ClawdBot CLI:
clawdbot install upstage-deployment/upstage-schema-generationGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.upstage.ai/v1/information-extraction/schema-generation`Calls external URL not in known-safe list
https://console.upstage.aiAI Analysis
The skill sends document content (PDF/image) to Upstage's documented API endpoint for schema generation, which is consistent with its stated purpose. The external API usage is legitimate and requires an API key, not a credential harvesting pattern. However, the endpoint is not in a known-safe list and user documents are transmitted to a third-party service, which could be a privacy concern if users are unaware.
Audited May 10, 2026 · audit v1.0
Generated May 12, 2026
Automatically generate a JSON schema to extract key fields from invoices such as invoice number, date, vendor details, line items, and total amount. This simplifies recurring invoice processing for accounting and ERP systems.
Use schema generation to define extraction fields from medical documents like patient intake forms, lab reports, or discharge summaries. This enables structured data capture for EHR systems and clinical analytics.
Generate schemas for extracting clauses, parties, dates, and obligations from contracts and agreements. This streamlines contract review, compliance checks, and due diligence processes.
First classify documents using upstage-document-classification, then generate category-specific schemas (e.g., invoice vs. receipt vs. purchase order). This ensures each document type has tailored extraction rules.
For complex or unstructured documents (e.g., tables, mixed layouts), use VLM mode to carefully design schemas with precise extraction rules. Ideal for specialized use cases like research papers or legacy forms.
Offer a cloud-based service where users upload documents (invoices, contracts, etc.) and receive structured JSON data via API. Schema generation is a key onboarding step to define extraction fields.
Embed schema generation into enterprise RPA or BPM tools to automate data extraction from documents across departments like finance, legal, and HR. Custom schemas ensure accurate capture of business-specific fields.
Provide consulting services to design, generate, and optimize schemas for clients with unique document types. Include hand-tuned VLM mode for high-accuracy extraction in regulated industries.
💬 Integration Tip
Start with API mode for rapid schema generation on sample documents, then refine using VLM mode for complex layouts. Always save generated schemas as response_format for the upstage-information-extraction skill.
Scored May 12, 2026
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