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narrative-quality-auditor

Use when the user asks to "audit our brand narrative" or "is this message on-canon"; runs separate typed TALE truth, system, or effectiveness profiles and never averages them into one composite. Checks differentiation, canon, landing consistency, and evidence integrity. Not for launch readiness — use launch-readiness-auditor; not for social operations — use social-quality-auditor. 品牌叙事分层审计/发布前一致性放行

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

77%Weight 40%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is lean, well-sequenced, and includes real validation feedback loops, scoring high on conciseness and workflow clarity. It is held back by a non-executable Quick Start and by reference links that resolve to files absent from the bundle.

Suggestions

Replace the prose-only Quick Start with at least one concrete, runnable invocation example (e.g., the exact command/argument pattern that triggers a typed profile).

Resolve the Reference Materials links against the bundle: either bundle auditor-runbook.md, scoring-semantics.md, tale-benchmark.md, and measurement-protocol.md, or mark which are root-only versus standalone-bundled.

Clarify in the Runtime section which referenced runbooks ship with a standalone install versus requiring the repository/plugin root, so the fail-closed path is unambiguous.

DimensionReasoningScore

Conciseness

The body is dense and assumes Claude's competence — it does not explain what narrative auditing or scoring is, and defers detail to references rather than padding the overview.

3 / 3

Actionability

Procedure, vetoes, report format, and persistence steps are concrete, but the Quick Start is prose rather than executable commands and the runnable scorer plus most referenced runbooks are not present in the bundle.

2 / 3

Workflow Clarity

A clear Setup → Profile Procedure → Report → Validation Checkpoints → Persistence sequence exists, with an explicit validate→Write→revalidate feedback loop and a checkpoints checklist for the fragile persist step.

3 / 3

Progressive Disclosure

Sections are well organized and point one level deep to references, but the Reference Materials list cites four files (auditor-runbook, scoring-semantics, tale-benchmark, measurement-protocol) that are not present in the bundled references/ directory.

2 / 3

Total

10

/

12

Passed

Description

100%Weight 40%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is specific, includes natural quoted trigger phrases, answers both what and when, and explicitly disambiguates from sibling skills. It is concise while covering all four dimensions at the top anchor.

DimensionReasoningScore

Specificity

"runs separate typed TALE truth, system, or effectiveness profiles" and "Checks differentiation, canon, landing consistency, and evidence integrity" list multiple concrete actions rather than vague language.

3 / 3

Completeness

Clearly answers both what it does (typed profiles, integrity checks) and when to use it via an explicit "Use when..." clause, satisfying the what-and-when bar.

3 / 3

Trigger Term Quality

Directly quotes natural user phrases — "Use when the user asks to 'audit our brand narrative' or 'is this message on-canon'" — that a user would actually say.

3 / 3

Distinctiveness Conflict Risk

Explicit disambiguation — "Not for launch readiness — use launch-readiness-auditor; not for social operations — use social-quality-auditor" — gives it a clear niche unlikely to trigger the wrong skill.

3 / 3

Total

12

/

12

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 9 suspicious

Warning

Total

13

/

16

Passed

Repository
aaron-he-zhu/aaron-marketing-skills
Reviewed

Table of Contents

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