Conciseness

Mostly lean and actionable with minimal over-explanation of concepts Claude already knows; only the opening framing paragraph and a few prose passages could be trimmed further.

Actionability

Fully executable guidance throughout: copy-paste bash grep commands in the audit workflow and concrete curl/python PoC payloads covering the common attack cases.

Workflow Clarity

Clear sequenced methodology (recognize → audit → exploit → validate → score → chain) with an explicit validate_finding contract (success/negative patterns) and a per-endpoint checklist, satisfying the validation requirement for destructive/batch testing.

Progressive Disclosure

Well-organized into eight clearly headed sections and self-contained with no nested references; minor gap is that the CVSS table and detailed PoCs could optionally be split into reference files, but the single-file structure is appropriate for a focused methodology.

Specificity

Lists multiple concrete attack vectors — 'unrestricted prompt size, runaway tool loops, expensive model selection, and unauthenticated fan-out' — giving comprehensive coverage of the unbounded-consumption domain rather than vague language.

Completeness

The 'what' is explicit and concrete, but the description field itself lacks a 'Use when...' clause or equivalent explicit trigger guidance; per the rubric this caps completeness at 3, and the when_to_use trigger guidance lives in metadata rather than the description.

Trigger Term Quality

Good keyword coverage with synonyms ('denial-of-wallet', 'denial-of-service', 'DoS', 'OWASP LLM10') that security testers would naturally say, though a few common variations (e.g. 'rate limiting', 'token budget') are absent.

Distinctiveness Conflict Risk

Targets a clear niche (OWASP LLM10:2025 unbounded consumption) with distinct, specific triggers that are unlikely to fire for unrelated AI-security skills.