PDF Analyze

Analyze a document (pdf-analyze)

Analyze a document

Part of the Universal PDF Management & Creation Skill Repository. Category: PDF Management. Every skill is individually callable (INDIVIDUAL MODE) and may also be invoked automatically by the orchestrator (SYSTEM MODE).

When to use

Characterise a document before expensive operations and pick a strategy.

Operations

• statistical profile
• structure & resource analysis
• text-layer health
• routing hints (OCR? huge? tables?)

Engine (what actually executes this)

universal_pdf/core.inspect + core.resource:strategy

All heavy lifting is done on disk / one page at a time by the shared engine — never by loading the document into an LLM context.

Tools & graceful degradation

• Preferred tool: PyMuPDF + resource-aware strategy
• Fallback: —

If the preferred backend is unavailable the skill transparently uses the fallback or reports a documented limitation. It never reports success when an operation did not actually happen.

Validation (this skill attaches checks to its Outcome)

profile produced

Related skills

pdf-inspect, pdf-ocr, pdf-validation, pdf-orchestrate

Example requests it handles

• "Analyze this PDF and decide whether it needs OCR."

Notes

Provenance: outputs cite their source page/section where relevant.