Product Inspection Procedure Generator

The problem

When drafting incoming inspection procedures, test items, defect levels, sampling plans, tolerances, and acceptance criteria are often scattered across control plans, test reports, drawings, and verbal notes. Manual compilation can miss required fields, misstate AQL values, or fill critical parameters with unverified assumptions. This skill turns those inputs into a consistent, reviewable .docx inspection procedure.

How it works

• Information extraction: pulls inspection items, sampling plans, and acceptance criteria from control plans; extracts model, spec, dimensional tolerance, and material requirements from drawings; and uses text descriptions to fill context.
• Data validation: checks required fields, defect levels such as CRI/MAJ/MIN, and sequence hierarchy against references/data-schema.md. When key data is missing, it asks the user for all missing items at once; unconfirmed fields are marked To Be Confirmed rather than invented.
• Document generation: organizes validated data into JSON, runs scripts/generate_doc.py to produce the Word file, and shows a summary of inspection items, key parameters, and pending items.
• Iteration: after feedback, it updates the JSON and regenerates the document, which is useful during review and correction.

Boundaries

The skill is intended for a single-product inspection procedure and does not merge multiple products. The document follows the GB/T 2828.1 sampling framework, while AQL and inspection level still need to be confirmed for the specific product. If drawings, control plans, or test standards are incomplete, the output includes a pending-item list, so it is best used as a first draft rather than a final controlled document.