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AF 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

ClawHub Hermes author: Aaron Zhu v19.0.0 MIT-0 4 files body ≈ 1 745 tokens Open the sourceclawhub.ai↗ analyzed 20 h ago

runs separate typed TALE truth, system, or effectiveness profiles and never averages them into one composite.

As a process F 52/100 · Will not run — References files that are not bundled: ../../../references/runtime-invocation.md, ../../../references/tale-benchmark.md, ../../../references/auditor-runbook.md

AnalyzerMarketingData and analyticsWriting and documentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Hermes Agent
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
Run on models
none yet
Process rating
F
52/100
Will not run
References files that are not bundled: ../../../references/runtime-invocation.md, ../../../references/tale-benchmark.md, ../../../references/auditor-runbook.md
Tools and files w 18
0
Failures and branches w 10
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. For Hermes the description must be one sentence under 60 characters; move the conditions to a "When to Use" section.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 401 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../../../references/runtime-invocation.md
  • warning missing-ref reference to a missing file: ../../../references/tale-benchmark.md
  • warning missing-ref reference to a missing file: ../../../references/auditor-runbook.md
  • warning missing-ref reference to a missing file: ../../../references/scoring-semantics.md
  • warning missing-ref reference to a missing file: ../../../references/measurement-protocol.md
  • warning missing-ref reference to a missing file: ../../trace/positioning-truth-tracer/SKILL.md
  • warning missing-ref reference to a missing file: ../../architect/message-system-architect/SKILL.md
  • warning missing-ref reference to a missing file: ../../land/narrative-cascade-planner/SKILL.md
  • warning missing-ref reference to a missing file: ../message-test-designer/SKILL.md
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"
  • note frontmatter-key unknown frontmatter key "summary"
  • note frontmatter-key unknown frontmatter key "homepage"
  • note frontmatter-key unknown frontmatter key "class"

Process rating: all ten parameters 52/100

Will not run. References files that are not bundled: ../../../references/runtime-invocation.md, ../../../references/tale-benchmark.md, ../../../references/auditor-runbook.md
  • 0Tools and files. 9 referenced file(s) missing: ../../../references/runtime-invocation.md, ../../../references/tale-benchmark.md, ../../../references/auditor-runbook.md
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 3 mutating operations with no state check
  • 40Result and completion. Does not say what the result is
  • 60Consistency. The Hermes dialect needs category and tags
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 30 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 1745 tokens
  • low 13 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +5Description quotes 2 example trigger phrases
  • +4Description says when NOT to use the skill
  • +3Description length 401: enough signal without eating the budget
  • +4Structure: 16 headings
  • +3Step-by-step instructions: 30 items
  • +4Has examples (1 code blocks)
  • +4Reference files are cited in the instructions (1 of 1)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: clean
This skill is a scoped brand-narrative auditing guide that reads user-provided marketing evidence and only writes audit artifacts after explicit authorization.
LLM: benign (high) · VirusTotal: · 24 Jul 2026