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BF message-test-designer

Use when the user asks to "test our messaging before we scale it", "design a message-market-fit panel", or "run a 5-second comprehension test on our new tagline"; produces a message-test design spec — hypothesis, panel and recruit criteria, comprehension / 5-second / message-market-fit (Wynter-style) protocols, stimulus set drawn from the canon, success thresholds, and a stop/revise decision rule — for the TALE Evaluate phase so the message is validated before any paid scale. It designs the test; it never runs the experiment or adjudicates a claim. Not for running the panel or A/B experiment — use send-experiment-designer or ad-test-designer; not for analyzing the results — use performance-analyzer; not for authoring the message itself — use message-system-architect. 消息测试/理解度测试/面板设计/五秒测试/消息市场契合

ClawHub Hermes author: Aaron Zhu v19.0.0 MIT-0 3 files body ≈ 3 000 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

produces a message-test design spec — hypothesis, panel and recruit criteria, comprehension / 5-second / message-market-fit (Wynter-style) protocols, stimulus…

As a process F 50/100 · Will not run — References files that are not bundled: ../../../references/tale-benchmark.md, ../../../email/deliver/send-experiment-designer/SKILL.md, ../../../ad/orchestrate/ad-test-designer/SKILL.md

AnalyzerWriting and documentsPeople and hiringResearchtype and topics are labelled automatically from the skill text
Runs in: OpenClaw Hermes Agent
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
50/100
Will not run
References files that are not bundled: ../../../references/tale-benchmark.md, ../../../email/deliver/send-experiment-designer/SKILL.md, ../../../ad/orchestrate/ad-test-designer/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: 3. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 805 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: ../../../email/deliver/send-experiment-designer/SKILL.md
  • warning missing-ref reference to a missing file: ../../../ad/orchestrate/ad-test-designer/SKILL.md
  • warning missing-ref reference to a missing file: ../../../influencer/report/performance-analyzer/SKILL.md
  • warning missing-ref reference to a missing file: ../../architect/message-system-architect/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-quality-auditor/SKILL.md
  • warning missing-ref reference to a missing file: ../narrative-resonance-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: ../../../protocol/narrative-registry/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"

Process rating: all ten parameters 50/100

Will not run. References files that are not bundled: ../../../references/tale-benchmark.md, ../../../email/deliver/send-experiment-designer/SKILL.md, ../../../ad/orchestrate/ad-test-designer/SKILL.md
  • 0Tools and files. 12 referenced file(s) missing: ../../../references/tale-benchmark.md, ../../../email/deliver/send-experiment-designer/SKILL.md, ../../../ad/orchestrate/ad-test-designer/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 10 mutating operations with no state check
  • 40Result and completion. Does not say what the result is
  • 50Failures and branches. 0 branches, has a failure section
  • 60Consistency. The Hermes dialect needs category and tags
  • 100Steps. 25 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 3000 tokens
  • 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 805: 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: 25 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 disclosed marketing test-design helper that reads and writes scoped project memory only for its stated purpose.
LLM: benign (high) · VirusTotal: · 24 Jul 2026