SKILLEMALL.ai

BF narrative-resonance-monitor

Use when the user asks to "measure how our narrative is landing", "track echo rate against our canon lexicon", or "check how AI answer engines describe our brand"; produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), AI-answer perception via tavily.py --answer (proxy-labeled), share-of-voice on a locked competitor panel (reusing share-of-voice-tracker), and resonance signals from bluesky.py / gdelt.py / pageviews.py — every number labeled Measured / proxy / User-provided, feeding the TALE E dimension and the upstream of the E1 evidence-integrity veto. Not for rebuilding share-of-voice machinery — use share-of-voice-tracker; not for own-site GA4/GSC analytics — use performance-monitor; not for scoring TALE profile result — use narrative-quality-auditor; not for adjudicating claims — use offer-claims-registry. 回声率/AI回答感知/份额之声/共鸣信号

ClawHub Hermes author: Aaron Zhu v19.0.0 MIT-0 3 files body ≈ 2 865 tokens Open the sourceclawhub.ai analyzed 2 d ago

produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), AI-answer perception via…

As a process F 53/100 · Will not run — References files that are not bundled: ../../../references/tale-benchmark.md, ../../../social/observe/share-of-voice-tracker/SKILL.md, ../../../seo-geo/evaluate/performance-monitor/SKILL.md

AnalyzerGoogle AnalyticsData and analyticsWriting and documentsMarketingtype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
53/100
Will not run
References files that are not bundled: ../../../references/tale-benchmark.md, ../../../social/observe/share-of-voice-tracker/SKILL.md, ../../../seo-geo/evaluate/performance-monitor/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
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: 1. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 916 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../../../references/tale-benchmark.md
  • warning missing-ref reference to a missing file: ../../../social/observe/share-of-voice-tracker/SKILL.md
  • warning missing-ref reference to a missing file: ../../../seo-geo/evaluate/performance-monitor/SKILL.md
  • warning missing-ref reference to a missing file: ../narrative-quality-auditor/SKILL.md
  • warning missing-ref reference to a missing file: ../message-test-designer/SKILL.md
  • warning missing-ref reference to a missing file: ../../../protocol/narrative-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../../../protocol/offer-claims-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../narrative-drift-monitor/SKILL.md
  • warning missing-ref reference to a missing file: ../../../references/skill-contract.md
  • warning missing-ref reference to a missing file: ../../../CONNECTORS.md
  • warning missing-ref reference to a missing file: ../../../SECURITY.md
  • warning missing-ref reference to a missing file: ../../architect/message-system-architect/SKILL.md
  • warning missing-ref reference to a missing file: scripts/connectors/bluesky.py
  • warning missing-ref reference to a missing file: scripts/connectors/gdelt.py
  • warning missing-ref reference to a missing file: scripts/connectors/pageviews.py
  • 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"

Process rating: all ten parameters 53/100

Will not run. References files that are not bundled: ../../../references/tale-benchmark.md, ../../../social/observe/share-of-voice-tracker/SKILL.md, ../../../seo-geo/evaluate/performance-monitor/SKILL.md
  • 0Tools and files. 15 referenced file(s) missing: ../../../references/tale-benchmark.md, ../../../social/observe/share-of-voice-tracker/SKILL.md, ../../../seo-geo/evaluate/performance-monitor/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 40Result and completion. Does not say what the result is
  • 55Failures and branches. 1 branches
  • 60Consistency. The Hermes dialect needs category and tags
  • 100Steps. 23 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 2865 tokens
  • 100Running it twice. No mutating operations
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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

  • +3Description length 916: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +4Description says when NOT to use the skill
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 23 items
  • +4Has examples (3 code blocks)
  • +1License stated

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

External checks

ClawHub: clean
This skill is a coherent marketing measurement workflow that reads declared project/public inputs and only saves results with user confirmation.
LLM: benign (high) · VirusTotal: · 24 Jul 2026