content-analysis-pro
Content analysis (professional)
Skill text is English; answer in the user’s preferred language when rules or the conversation specify it.
Use this skill when source material (files, pasted text, described media) must be read carefully and returned as structured intelligence with traceable evidence — not casual chat. This skill encodes a pipeline system model (analysis-pipeline-system-model.md), failure modes, decision trade-offs for coverage vs cost, and grounding guardrails. Optional tooling (FFmpeg, OCR APIs) implements stages — analysis-methods-and-frames.md — the skill governs what is asserted and how limitations are disclosed. Confirm user goal, output format, and sensitivity (PII, confidential).
Boundary
content-analysis-pro owns reading, structuring, synthesizing, and evidence-linked reporting on provided content across modalities. business-analysis-pro owns business requirements packaging from findings. data-analysis-pro owns quantitative analysis of tabular data (statistics, pivots), typically after clean extraction. security-pro owns handling policies for secrets seen in screenshots. image-processing-pro owns pixel transforms — not semantic interpretation alone.