Small-business owners and administrators often keep invoices, purchase records, inventory documents, and supplier files in separate folders. Finding changes or conflicting information manually is slow and error-prone

The Skill orchestrates registered UGREEN expert agents by capability: file discovery, document extraction, and cross-record reconciliation. Each stage passes forward actual file references and results. It respects user-authorized scope, treats file contents as untrusted data, and remains read-only unless the user explicitly confirms a supported change. No custom scripts or unsupported CLI commands are included.

The initial Skill instructions, user flow, reporting format, privacy boundaries, and validation guidance are prepared. Importing and checking the package with the official UGOS Skill Creation Tool, mapping its exact registered agents/capabilities, and NAS runtime validation remain pending

Results depend on supported document formats, readable source files, accurate extraction, and the capabilities available in the installed UGREEN tool version. The Skill does not replace accounting software, determine fraud, or perform autonomous file changes. NAS validation is pending

Core test 1: compare two supplier invoices and verify each reported difference against the original files. Core test 2: review a month of purchase records and produce a sourced change summary. Edge case: unreadable or conflicting documents must be flagged as uncertain without invented values

The user selects an authorized folder, period, and question. The Skill finds relevant records, reads them, reconciles related facts, validates material findings against sources, and returns a concise report with evidence and limitations

DukaVault AI should be a genuinely useful product, not just an attractive hackathon submission.

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  • actual
  • ai
  • and
  • be
  • dukavault
  • frontmatter
  • in
  • markdown
  • natural-language
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  • the
  • with
  • workflow
  • written
  • yaml
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