Most of the body is dense, specialized operational knowledge Claude would not already know (grade recovery percentages, fraud-scoring point values, RTV dollar thresholds), but it is padded with editorializing such as 'Return fraud costs US retailers $24B+ annually' and 'Disposition is where returns either recover value or destroy margin,' plus a lengthy role/context paragraph. Not a 1 because it does not explain basic concepts Claude knows; not a 3 because the narrative framing and length could be trimmed.

Concrete and specific throughout: exact dollar thresholds ($200-500 RTV minimum, $5,000 escalation), a fraud-scoring table with explicit point values and hold thresholds (65+, 80+), a vendor-recovery ROI formula, category×grade decision tables, and copy-paste communication templates. Not a 2 because guidance is complete and specific rather than pseudocode or abstract.

A 6-step 'How It Works' sequence, an escalation trigger table, and a sequenced 5-step exception logic are present, but the core workflow lacks explicit validate→fix→retry checkpoints — the fraud flag ('flag anomalies for fraud review') is implicit rather than a structured checkpoint. Capped at 2 because refund/disposition operations are consequential and the primary workflow has no integrated validation feedback loop.

The skill is a single ~240-line monolithic SKILL.md with no bundle files (references/, scripts/, assets/ absent), so detailed core knowledge and framework tables that could be offloaded remain inline. Not a 1 because internal section organization is strong and coherent, but it is not a 3 since nothing is split into one-level-deep reference files.

Lists multiple concrete actions — 'returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management' plus 'grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes' — rather than vague language. Not a 2 because it goes beyond naming a domain to enumerating specific capabilities.

Clearly answers both 'what' (the enumerated returns-lifecycle capabilities) and 'when' via an explicit 'Use when handling...' clause. Not a 2 because the trigger guidance is explicit, not merely implied.

The 'Use when' clause surfaces natural user phrases — 'product returns, reverse logistics, refund decisions, return fraud detection, or warranty claims' — that a user would actually say. 'reverse logistics' is mildly technical but the remaining terms have strong natural coverage; not a 2 because common variations are well represented.

Returns and reverse logistics is a clear, narrow niche with distinct triggers unlikely to collide with unrelated skills. Not a 2 because the triggers are specific enough to avoid overlap with general customer-service or refund skills.