upstage-document-parseParse documents (PDF, images, DOCX, PPTX, XLSX, HWP) into layout-aware markdown/HTML with tables, figures, headings, and bounding boxes using Upstage Documen...
Install via ClawdBot CLI:
clawdbot install upstage-deployment/upstage-document-parseGrade Good — 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/document-digitizationCalls external URL not in known-safe list
https://console.upstage.ai/api/document-digitization/document-parsingAI Analysis
The skill sends documents to Upstage's documented API endpoint for document parsing, which is consistent with its stated purpose. While this involves external data transmission, it's to a legitimate service provider with clear documentation and requires explicit user API key configuration. No hidden instructions, credential harvesting, or obfuscation were detected.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Law firms can use this skill to parse contracts, legal briefs, and court documents to extract key clauses, terms, and structured data. The bounding box coordinates help identify specific sections for legal review, while markdown conversion enables easy integration into case management systems.
Researchers and academic institutions can parse PDF research papers to extract text, tables, figures, and equations into structured formats. This enables automated literature reviews, data extraction for meta-analyses, and conversion of papers into accessible HTML for online repositories.
Financial analysts can process quarterly reports, balance sheets, and financial statements to extract tables and numerical data. The enhanced mode handles complex financial tables, while base64 encoding preserves table images for audit trails and compliance documentation.
Healthcare providers can parse scanned medical records, lab reports, and patient forms to extract structured data. OCR force mode ensures accurate text extraction from handwritten or scanned documents, while async processing handles multi-page patient records efficiently.
Companies can automate accounts payable by parsing vendor invoices in PDF or image formats to extract line items, totals, and vendor information. The table extraction with coordinates helps identify specific data fields for integration with accounting software.
Offer document parsing as a cloud API service with pay-per-use pricing based on pages processed. Target developers and businesses needing to integrate document parsing into their applications without maintaining infrastructure. Provide tiered plans with different processing limits and support levels.
Sell customized document parsing solutions to large enterprises with specific industry needs (legal, healthcare, finance). Include on-premise deployment options, dedicated support, and custom model training for specialized document types. Bundle with existing enterprise software platforms.
Provide white-label document parsing infrastructure to other SaaS companies who want to offer document processing features without building their own. Include branding customization, API management, and analytics dashboards. Target companies in compliance, education, and content management sectors.
💬 Integration Tip
Set UPSTAGE_API_KEY as an environment variable before use, and ensure curl is installed for command-line operations. For large documents, use async API with proper request status monitoring.
Scored May 18, 2026
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