Use when reviewing AI-generated code, apps, workflows, skills, PRDs, GitHub repos, or automation outputs before accepting or publishing them. Trigger this whenever the user asks whether an agent's work is actually usable, complete, safe, non-hallucinated, or ready to merge.
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Agent Output Review
Use this skill to catch the failure modes that appear when an AI agent produces something plausible but incomplete. The goal is not to be harsh; it is to protect the user from shipping ghost features, fake integrations, missing instructions, and brittle assumptions.
What To Review
Review the output against the user's actual goal, not just surface quality:
Does it solve the requested problem?
Does it work in the target environment?
Are there fake, stubbed, or de
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