document-processing-observability

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SKILL.md (first lines)

# document-processing-observability

## Purpose
Provide guidance for the **document-processing-observability** capability in document-processing workflows.

## Inputs
- Document source (path/URI or extracted text)
- Processing context (document type, language, constraints)

## Outputs
- Structured result for downstream automation
- Confidence/quality indicators
- Actionable warnings or remediation notes

## Workflow
1. Validate input availability and format.
2. Execute capability-specific processing.
3. Produce explicit, machine-readable outputs.
4. Return human-readable notes for review.

## Operational guidance
- Keep processing deterministic where possible.
- Emit field-level errors instead of generic failures.
- Preserve PII/security boundaries in logs and outputs.

From relewant-dev/pdf-processor-services, MIT.

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