Conciseness

The core guidance (verify before agreeing, the READ-to-IMPLEMENT pattern, forbidden phrases, pushback template) is tight and skill-specific, but the 'Multi-Provider Review Context' section stereotypes provider behaviors ('tends toward enterprise patterns, may over-engineer') and the host-adapter blockquote adds padding Claude does not need. Matches 'mostly efficient but includes some unnecessary explanation or could be tightened'; not 4 because these sections are noticeably speculative rather than minor trims.

Actionability

Concrete, executable instruction guidance: a numbered 6-step response pattern, a decision table with explicit If YES/If NO branches, a worked pushback example with evidence format, and a forbidden-phrase list. Not 5 because steps like 'Run verification (skill-verification-gate)' reference a gate without showing how to execute it, leaving a minor gap.

Workflow Clarity

The response workflow is clearly sequenced (READ → RESTATE → VERIFY → EVALUATE → RESPOND → IMPLEMENT) with explicit validation checkpoints ('Run verification — prove the fix works'), an evaluation checklist table, a feedback-loop section with error recovery guidance ('each round should have FEWER issues', 'stop and re-read if the issue recurs'), and precedence rules for conflicts. This matches the anchor for clear sequence, validation steps, feedback loops, and checklists.

Progressive Disclosure

Sections are well-organized, but the body references 'skills/blocks/codex-host-adapter.md' and 'skill-verification-gate' which do not exist in any bundle — dangling references that are not clearly signaled. The file is also over 50 lines, so the simple-skill exception does not apply; matches 'some structure but could be better organized; references present but not clearly signaled'.

Specificity

The description names the domain ('reviewer, CI bot, or another AI leaves feedback') but the only action is the generic 'to address' — no concrete capabilities like verify, evaluate, or push back are listed. Not 3 because it names no concrete actions at all; not 1 because the domain is clearly identified.

Completeness

Only the 'when' is present ('Use when a reviewer, CI bot, or another AI leaves feedback'); the 'what' — what the skill actually does — is at best weakly implied by 'to address'. Matches anchor 2 ('only when is present without what'); not 3 because no clear 'what' is stated.

Trigger Term Quality

'reviewer', 'CI bot', and 'feedback' are natural terms a user would say, but common variations are missing — 'code review comments', 'address review feedback', 'PR review', or 'incorporate feedback'. Matches 'Some relevant keywords but missing common variations or synonyms'; not 4 because several natural phrases users would actually use are absent.

Distinctiveness Conflict Risk

The trigger (feedback left by a reviewer, CI bot, or AI) is a distinct niche with clear trigger phrases, but 'another AI leaves feedback' leaves minor overlap risk with a generic feedback-handling skill. Not 5 because it could still fire for general AI-feedback situations beyond code review response.