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Lightweight probe for whether an old tutorial or workflow may have drifted due to UI, API, permission, or process changes.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | tutorial_validity_probe |
| description | Lightweight probe for whether an old tutorial or workflow may have drifted due to UI, API, permission, or process changes. |
| stage | probe-lite |
Do not use just because the topic is a software product. Use only when the old content contains a procedure.
Diagnose whether comments contain demand signals for explanation, comparison, tutorial, retest, or follow-up content.
Synthesize search results into source-backed facts, agent inference, and evidence gaps.
Diagnose whether an old creator post contains reusable ReCast asset value and what kind of asset it is.
Judge whether the old content deserves a ReCast task, no-action report, or further observation.
Frame the likely ReCast opportunity type before external research: retest, comparison, tutorial update, recommendation update, follow-up, or no action.
Compose a natural-language research plan from the old content diagnosis, opportunity hypothesis, and candidate probe skills.
