Conciseness

The Seven Deadly Shortcuts table, the Anti-Slack Detection table, and the 11-row Evidence Table restate essentially the same failure modes three times, and PUA comparisons recur ("PUA says NO. YES says YES.", "The difference from PUA", plus a dedicated Compatibility section) alongside motivational framing ("You are a professional engineer..."). This is several padded, redundant sections — beyond the 'some unnecessary explanation' of anchor 3 — though the concrete commands keep it above anchor 1's conceptual over-explanation.

Actionability

As an instruction-only skill it provides concrete, executable guidance: specific commands (`curl -v`, `node -v`, `lsof`, `cat config.yaml | grep key`), ❌/✅ example pairs for each rule, explicit banned-phrase lists, and a failure-count escalation ladder with mandatory actions. Not 5 because a few directives remain abstract ('Check downstream services, routes, configs', 'Store the lesson') and the backup command uses an unexplained placeholder (`file.yaml.bak-{description}`).

Workflow Clarity

Multi-step processes are clearly sequenced with explicit validation checkpoints: each Safety Gate has a trigger and mandatory action, the escalation ladder (2→Switch, 3→Five-Step Audit, 4→Isolate, 5+→Structured Handoff) is a built-in feedback loop, and the Bug Closure Protocol's 'fix → verify → revert → verify it breaks again → re-apply fix' plus the Ripple Check and Deploy pre-flight checklists cover error recovery. This matches anchor 5's clear sequence with explicit validation, feedback loops, and checklists.

Progressive Disclosure

The body is well organized with clear section headers, tables, and no nested references, and everything a reader needs is discoverable in one pass. Not 5 because at ~220 lines with three overlapping tables, content such as the Evidence Table and the shortcut catalogs arguably belongs in a separate reference file, and the under-50-line simple-skill exception does not apply.

Specificity

The description names four distinct features ("safety gates", "evidence-based debugging", "anti-slack detection", "machine-enforced hooks"), but these are mechanism labels rather than concrete actions, and "Makes AI safe, thorough, and honest" is a vague tagline. It does not reach 4 because there are no concrete action verbs comparable to 'extracts text, fills forms'; it stays above 2 because the domain is named with multiple distinct features, not minimal or generic coverage.

Completeness

There is a clear 'what' ("6-layer AI governance: safety gates, evidence-based debugging, anti-slack detection, and machine-enforced hooks") but no 'Use when...' clause or any equivalent explicit trigger guidance, which caps completeness at 3 per the judging guidelines. Not 4 because the 'when' is not weakly implied — it is simply missing.

Trigger Term Quality

Only "AI governance" and "debugging" are phrases a user would naturally say when needing this skill; "anti-slack detection" and "machine-enforced hooks" are coined jargon, and natural trigger phrases like 'AI keeps guessing' or 'verify before done' are entirely absent. It fits 2 rather than 3 because the majority of the description is invented terminology rather than relevant keywords missing only synonyms.

Distinctiveness Conflict Risk

The coined terms ("anti-slack detection", "YES.md") give the skill some distinct identity, but the broad behavioral claim "Makes AI safe, thorough, and honest" overlaps heavily with many quality/discipline skills. It is somewhat specific but could still overlap with similar skills, matching anchor 3 rather than 4's 'minor overlap risk'.