AutoDimension Report Skill Env1.0.0

An automotive Tier-1 supplier receives a ZIP of PDFs, DOCX, and XLSX files from a sub-tier supplier for a new part. The quality engineer runs the skill to sort documents into output/, extract all embedded seal and dimension images into image/, and produce an _ImageIndex.xlsx for traceability before manual sign-off. This reduces manual folder sorting from hours to minutes.

An inspection engineer needs to verify that Ok/NG judgements in a supplier's dimensional report match the actual measured values for a machined component. The skill converts PDF to DOCX, OCRs the tables, and cross-checks measured values against tolerances to flag inconsistencies. The final ReviewReport.md summarizes which dimensions failed the logic check.

A procurement specialist must confirm that stamped and signed pages exist in a batch of supplier quality documents without opening each file manually. The skill extracts seal/signature images and runs OCR to surface keyword clues (e.g., company name, stamp text) and page references. Reviewers use the evidence index to prioritize which pages need human authenticity checks.

An APQP engineer compiles a supplier package containing control plans, measurement reports, and inspection checklists in mixed formats. The skill normalizes PDF/DOCX/XLSX into a consistent reviewable structure and extracts all referenced images and charts. The resulting folder structure supports audit trails required by ISO/TS 16949 quality systems.

A remote quality auditor receives scanned dimensional reports as image-heavy PDFs from an overseas supplier. The skill extracts pages as images and converts them to Markdown via Herdsman OCR, making text searchable and comparable against the Excel master data. This enables remote audit without re-keying hundreds of measured values.

Sold as a monthly or annual subscription to manufacturing quality departments that process supplier document packages weekly. Pricing tiers scale by number of concurrent users and maximum document pages processed per month. Includes hosted OCR credits and report templates for common standards such as PPAP and APQP.

A cloud API or web portal where suppliers or buyers upload a document package and pay a flat fee per package reviewed. The skill runs automatically and returns output/, image/, imagetomd/, and ReviewReport.md as a downloadable artifact. Ideal for occasional or seasonal peak inspection loads without long-term commitment.

Large OEMs and tier-1 suppliers license the skill for deployment inside their firewall to meet data sovereignty and IP protection requirements. The one-time license includes custom integration with existing PLM/QMS systems, private OCR endpoints, and branded report templates. Annual maintenance covers updates and training for internal IT and quality teams.