# Parsing Workflow

> Parse and validate one authorized Office or PDF file version without overstating unsupported multimodal coverage.

- Skill: `nxcoreai/parsing-workflow` (Agent Skill)
- Install (CLI): `npx skillmds@latest add nxcoreai/parsing-workflow`
- Raw SKILL.md: https://api.skillmd.com/api/skills/nxcoreai/parsing-workflow/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: nxcoreai (https://skillmd.com/u/nxcoreai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/nxcoreai/parsing-workflow

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# Parsing Workflow

1. Run `document_parse_native` with the exact granted identifiers.
2. If and only if `privacyPolicy` is `external_vlm_allowed` and the format is PDF, run `document_analyze_visuals` for every page with the exact granted identifiers and policy. Never send `local_only` content to the VLM.
3. Run `document_validate_artifact` for the same file version.
4. Run `document_read_content` and answer the caller's question from that content. Use `document_read_artifact` only when validation issues or the caller's requested outputs require block/table inspection.
5. Treat remaining warnings as real capability gaps. VLM OCR is probabilistic evidence and does not replace native evidence when native text exists.
6. Return a grounded summary together with the artifact identity, measured counts, validation result, warnings, and quality status. Never infer that a missing stage succeeded.