Conciseness

The body is almost entirely prescriptive — the 6-step response pattern, forbidden phrases, and decision table add information Claude does not already have, with no explanation of basic review concepts. Minor trimmable padding exists, e.g., the multi-provider characterizations ('tends toward enterprise patterns, may over-engineer') which are speculative generalizations. Fits anchor 4 ('Efficient; minor instances of over-explanation that could be trimmed'); not 5 because the Multi-Provider Review Context section partially pads, not 3 because there is no genuinely unnecessary explanation of known concepts.

Actionability

Concrete, executable guidance throughout: a numbered 6-step pattern (READ/RESTATE/VERIFY/EVALUATE/RESPOND/IMPLEMENT), an exact list of forbidden phrases, an if-yes/if-no decision table, and a copy-paste-ready pushback response example with line numbers. The minor gap is 'Run verification (skill-verification-gate)' and 'see skill-verification-gate', referenced twice but never linked or explained, leaving the reader without a way to execute that step. Fits anchor 4 ('Mostly executable guidance; concrete code or commands with minor gaps'); not 5 because of that dangling reference, not 3 because guidance is concrete rather than pseudocode.

Workflow Clarity

The response pattern is a clear sequenced workflow with an explicit validation checkpoint (step 3 VERIFY, step 4 EVALUATE), the Evaluation Checklist provides a decision table for complex cases, and the Handling Feedback Loops section gives explicit error-recovery guidance ('Re-read the original feedback — did you address the root cause', 'Each round should have FEWER issues', stop and re-read when the same issue recurs). This matches anchor 5 ('Clear sequence with explicit validation steps; feedback loops for error recovery; checklists for complex processes') exactly; it is not 4 because validation checkpoints and feedback loops are both fully present.

Progressive Disclosure

The body is well-organized with clear section headers, a table, and no monolithic wall of text; no references/, scripts/, or assets/ bundle files exist, and no external files are referenced. Fits anchor 4 ('Good structure; most content is appropriately placed; minor organization gaps') — the gap being the twice-mentioned 'skill-verification-gate' with no path or link, and the Multi-Provider section (~103 lines total, over the under-50-line simple-skill exception) which is context that could be signposted more clearly. Not 5 because content exceeds the simple-skill size guidance and contains unresolved cross-references; not 3 because structure is consistently clear and nothing that belongs in a separate file is buried inline.

Specificity

The description names the domain — "a reviewer, CI bot, or another AI leaves feedback to address" — but names no concrete actions the skill performs (verify, evaluate, push back, respond). This matches anchor 2 ('Names the domain but actions are minimal or generic'); it is not 3 because no 1-2 concrete actions are listed, and not 1 because the domain is clearly identified rather than pure abstraction.

Completeness

The 'when' is explicit ("Use when a reviewer, CI bot, or another AI leaves feedback to address") but the 'what' — what the skill actually does when invoked — is entirely missing. Per the guideline 'only when is present without what' fits anchor 2; it is not 3 because that anchor requires a clear 'what', and not 1 because the 'when' half is concrete and specific.

Trigger Term Quality

Natural terms present include "reviewer", "CI bot", and "feedback", but common variations users would actually say — "code review", "PR comments", "review feedback", "changes requested" — are absent. Fits anchor 3 ('Some relevant keywords but missing common variations or synonyms'); not 4 because keyword coverage has clear gaps, not 2 because more than one or two generic keywords are present.

Distinctiveness Conflict Risk

Scoping to feedback the agent *receives* ("reviewer, CI bot, or another AI leaves feedback") distinguishes it from skills that *perform* reviews; the overlap with code-review/PR-review skills is minor. Fits anchor 4 ('Mostly distinct; minor overlap risk with closely related skills'); not 5 because the trigger could still fire for other feedback-handling situations (e.g., generic user feedback, CI logs), not 3 because the receiving/responding role is explicitly staked out.