Conciseness

The body is lean throughout — dense category lists, a severity criteria table, a rationalization table, and an output template with no explanations of concepts Claude already knows and no padding; every token earns its place, matching anchor 5.

Actionability

Provides mostly executable guidance — concrete commands ('npx ai-devkit@latest memory search --query …', 'memory store …'), a prioritized category taxonomy, severity criteria, and a structured output template — but the commands carry unexpanded placeholders and there is no worked example of a finding, matching anchor 4 rather than 5.

Workflow Clarity

The Scope → Scan → Classify → Remediate → Verify sequence is explicit with real validation checkpoints: approval gate before code changes, verification via the 'verify' skill, re-scanning fixed files for regressions, false positives marked with reasoning, and a zero-findings scope statement, matching anchor 5.

Progressive Disclosure

The body serves as a well-organized overview with a single clearly-signaled, one-level-deep reference ('[checklist](references/checklist.md)') that exists in the bundle and appropriately holds the granular per-category checks; content is split correctly between overview and detail, matching anchor 5.

Specificity

Names the domain (security review of code, skills, and prompts) and enumerates multiple specific vulnerability classes ('OWASP Top 10, prompt injection, business logic flaws, and insecure defaults'), but the action list rests on a single 'Review' verb, so it falls just short of the comprehensive multi-action anchor 5.

Completeness

Explicitly answers both what ('Review code, skills, and prompts for security vulnerabilities — OWASP Top 10, prompt injection, business logic flaws, and insecure defaults') and when ('Use when reviewing PRs, auditing modules, reviewing AI skills/prompts, or preparing for release') with concrete trigger phrases, matching anchor 5.

Trigger Term Quality

'Use when reviewing PRs, auditing modules, reviewing AI skills/prompts, or preparing for release' gives good natural phrases users would actually say, though common synonyms like 'security audit' or 'vulnerability scan' are absent, matching anchor 4 rather than 5.

Distinctiveness Conflict Risk

It occupies a clear security-review niche with distinct trigger conditions (vulnerability focus, prompt injection, release prep), and only marginally overlaps with generic code-review skills, matching anchor 5.