Conciseness

The body is mostly operational guidance rather than concept explanation, but the same rules are restated across many sections: 'weaken or remove' unsupported claims appears in Transitions, the failure table, Guardrail 9, and Canonical workflow step 5; verb-selection guidance repeats in Entry, Scene ACT, the failure table, and Guardrail 4. This systematic duplication across Scheduling/Scenes/Actions/Canonical-workflow is padding that could be consolidated — anchor 3 ('could be tightened'), not 5; not 2 because none of it explains things Claude already knows.

Actionability

For an instruction-only skill the guidance is largely concrete: named modes with defined output formats, quantified style rules ('Em dashes ≤ 1 per paragraph; semicolons ≤ 2 per 1000 words'), a 3-column Claim-Evidence Map, and a Topic-Support-Conclude template. Minor gaps: the mode output formats are named but never exemplified, and no sample before/after revision is shown, which keeps it below 'fully executable' anchor 5.

Workflow Clarity

The sequence is explicit — Entry → PREPARE/ACQUIRE/ACT/VERIFY/FINALIZE → Exit — with validation checkpoints (VERIFY audit, read-aloud test, PASS/FAIL compliance report), a failure/recovery table, and genuine feedback loops ('If the same anti-AI flag survives one fix attempt → restructure the surrounding two sentences'; 'every fix loops back through the anti-AI checklist'). This matches the anchor-5 pattern of clear sequencing, explicit validation, and error-recovery loops, exceeding anchor 4's 'minor validation gaps'.

Progressive Disclosure

Structure is good: detailed protocols are pushed to clearly signaled one-level-deep references (`resources/anti-ai-checklist.md`, `sentence-structure-reference.md`, `academic-verb-tiers.md`, `hedging-guide.md`, plus shared core files), each with a stated purpose in Dependencies and a References section. It does not reach 5 because the referenced `resources/` and `../_shared/core/` files are not present in this bundle (only SKILL.md ships), so the signposted navigation cannot be verified or followed.

Specificity

The description lists several concrete actions — 'Draft and revise academic prose' plus 'academic style audits' — grounded in a named constraint set ('against a rubric, evidence, and citation requirements'). It is not a comprehensive action inventory (no mention of claim-evidence mapping or reverse outlining), which keeps it below 5 and above the 1-2-action anchor at 3.

Completeness

Both questions are explicitly answered: what — 'Draft and revise academic prose against a rubric, evidence, and citation requirements'; when — 'Use for essays, reports, literature reviews, or academic style audits' with concrete trigger phrases. This matches the anchor-5 example pattern ('Extract... Use when...') and exceeds anchor 4, whose 'when' clause is generic.

Trigger Term Quality

Natural user phrases are present: 'essays, reports, literature reviews, or academic style audits' — terms a user would plausibly say. Common variations like 'paper', 'thesis', 'polish my draft', or 'make this sound less AI' are missing, so coverage is good but not comprehensive (anchor 4, not 5).

Distinctiveness Conflict Risk

'Academic prose' bound to rubric/evidence/citation requirements carves a clear niche distinct from generic writing or document skills. Minor overlap risk remains with adjacent academic skills (e.g., citation gathering or translation) and with business-report writing, so it sits at 'mostly distinct' rather than 'minimal conflict risk'.