The body is largely lean and avoids explaining concepts Claude already knows, but the self-referential 'Evaluate this skill quality' command block and the redundant 'Consequence' lines that restate each anti-pattern's 'WHY' add tokens that could be trimmed, fitting the 'mostly efficient but could be tightened' anchor rather than the 'every token earns its place' top anchor.

Provides copy-paste-ready commands (npm install, npx cdk synth variants, CI invocation) with expected results, plus complete executable TypeScript examples with real rule IDs and rationale, matching the 'fully executable, copy-paste ready' top anchor.

The 'Deterministic Workflow' is a clear six-step sequence with an explicit Checkpoint at step 4 ('Do not advance until every finding has an owner and decision') and a re-run validation step before merge, matching the 'explicit validation steps; feedback loops' top anchor rather than the checkpoint-missing anchor at 2.

Section organization is clean and the References section signals one-level-deep files with descriptions, but the six referenced bundle files (references/implementation-guide.md, rule-packs.md, suppression-guide.md, troubleshooting.md, rule-evolution.md, integration-patterns.md) do not exist, so the promised navigation is broken — below the 'easy navigation' bar of the top anchor yet above the disorganized anchor at 1.

Lists multiple concrete actions — 'adding rule packs, triaging findings, writing justified suppressions, integrating checks in CI/CD, or preventing insecure infrastructure patterns' — matching the multi-action top anchor rather than the domain-plus-partial-actions anchor at 2.

Explicitly states what ('Enforce AWS CDK security and compliance controls with cdk-nag') and when via an explicit 'Use when...' clause with concrete triggers, satisfying the top anchor; it is not capped at 2 because the trigger guidance is present and explicit.

Covers natural terms a CDK user would say — 'AWS CDK', 'cdk-nag', 'rule packs', 'findings', 'suppressions', 'CI/CD', 'CDK stacks' — with strong coverage of the tool name and task vocabulary, above the 'some keywords, missing variations' anchor at 2.

Targets a clear niche (cdk-nag / AWS CDK compliance) with distinct triggers unlikely to overlap with generic skills, matching the 'clear niche with distinct triggers' top anchor.