Conciseness

The skill is reasonably efficient for its complexity but includes some sections that could be tightened—e.g., the 'When to run' section states obvious triggers, the Keywords block at the end is redundant with frontmatter, and some workflow integration details (sync-status, flow.py commands) are repeated or could be referenced rather than inlined. However, it avoids explaining basic concepts Claude already knows.

Actionability

The skill provides concrete finding formats, specific CLI commands (npm audit --json, pip-audit, flow.py commands), exact file paths for output, a structured fix-loop with user prompts, and canonical commit messages. Minor gaps exist—e.g., the SAST phase says 'grep and analyze code per CWE patterns' without showing specific grep patterns inline (deferred to a reference file), and some phases lack executable examples of what the analysis looks like in practice.

Workflow Clarity

The workflow is exceptionally well-sequenced across audit phases (1-6), a fix-loop (Steps 1-7) with explicit validation (re-audit in Step 4 with delta reporting), a feedback loop (loop until resolved or user aborts), user decision points (Step 2 options A-D), and a structured handoff ritual. The consistency-check at Step 7 serves as a final validation checkpoint. Destructive/batch operations (fixing findings) include verification via re-audit.

Progressive Disclosure

The skill references external files well—CWE patterns, OWASP checklists, OWASP LLM checklist, audit template, backlog template, team-workflow, and project-conventions. References are one level deep and clearly signaled in the phase table. Minor gap: no bundle files were provided to verify these references exist, and some referenced paths (like templates/AUDIT-TEMPLATE.md) could benefit from brief inline descriptions of what they contain. The skill itself is appropriately sized for an overview without inlining reference content.

Specificity

Lists multiple specific concrete actions: SAST, OWASP Top 10, OWASP LLM Top 10, SCA/dependency analysis, Zero Trust validation, code quality. Also specifies the output artifact (AUDIT-{PROJECT}-{DATE}.md) with prioritized findings (H/M/L) and remediation plan. Comprehensive coverage of what the skill does.

Completeness

Explicitly and thoroughly answers both 'what' (comprehensive security audit covering SAST, OWASP, SCA, etc., producing a formal report) and 'when' (explicit TRIGGER ONLY clause with concrete trigger phrases). Additionally includes a 'DO NOT trigger' section that clarifies boundaries, which is exceptional for disambiguation.

Trigger Term Quality

Excellent coverage of natural trigger terms including 'security audit', 'OWASP audit', 'full security review', 'SCA audit', 'dependency audit', 'CVE audit', plus German equivalents ('Sicherheitsaudit', 'Codebase auditieren', 'AUDIT-Report erstellen'). Covers synonyms and variations users would naturally say.

Distinctiveness Conflict Risk

Exceptionally distinct. Explicitly differentiates itself from PR-level security checks, one-off questions, threat modeling, and generic security mentions. The DO NOT trigger clause directly names a competing skill ('security-review') and draws clear boundaries, minimizing conflict risk.