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BF local-business-live-cycle

本地生活老板的AI运营助手。说一句话就自动诊断门店、写口播视频、准备直播框架话术、复盘数据。6大模式一键切换：门店诊断、口播文案、直播准备、播前话术、数据复盘、技巧问答。适合餐饮/美业/酒旅/亲子/零售。触发词：门店诊断、写视频、准备开播、直播话术、复盘数据、帮我诊断门店、店怎么做抖音。

ClawHub Agent Skills author: 1027399464-tech v2.4.3 MIT-0 39 files body ≈ 4 427 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

本地生活老板的AI运营助手。说一句话就自动诊断门店、写口播视频、准备直播框架话术、复盘数据。6大模式一键切换：门店诊断、口播文案、直播准备、播前话术、数据复盘、技巧问答。适合餐饮/美业/酒旅/亲子/零售。触发词：门店诊断、写视频、准备开播、直播话术、复盘数据、帮我诊断门店、店怎么做抖音。

As a process F 34/100 · Will not run — References files that are not bundled: templates/CASE-template.md, templates/live-script-template.md, templates/diagnosis-report-template.html

ProcedureNotionAI and agentsWriting and documentsMedia and videotype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
84/100
safety, quality, tests
Safety 60%
100
Quality 40%
60
Run on models
none yet
Process rating
F
34/100
Will not run
References files that are not bundled: templates/CASE-template.md, templates/live-script-template.md, templates/diagnosis-report-template.html
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten
This is a copy of a skill from another catalog; the rating counts the canonical one: local-business-live-cycle (ClawHub)

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: templates/CASE-template.md
  • warning missing-ref reference to a missing file: templates/live-script-template.md
  • warning missing-ref reference to a missing file: templates/diagnosis-report-template.html
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"

Process rating: all ten parameters 34/100

Will not run. References files that are not bundled: templates/CASE-template.md, templates/live-script-template.md, templates/diagnosis-report-template.html
  • 0Tools and files. 3 referenced file(s) missing: templates/CASE-template.md, templates/live-script-template.md, templates/diagnosis-report-template.html
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 40Consistency. Frontmatter name (local-business-live-cycle) differs from the folder (local-business-live-skills)
  • 50Failures and branches. 0 branches, has a failure section
  • 70Execution cost. Instruction body is 4427 tokens
  • 100Steps. 46 steps
  • 100Running it twice. No mutating operations
  • low 12 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

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • -253 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +3Description length 144: enough signal without eating the budget
  • +4Structure: 61 headings
  • +3Step-by-step instructions: 46 items
  • +4Has examples (18 code blocks)
  • +4Reference files are cited in the instructions (6 of 18)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 60.

External checks

ClawHub: suspicious
The skill is mostly a legitimate local-business marketing assistant, but it needs review because it under-discloses remote links, local report files, and broad bundled marketing guidance.
LLM: suspicious (high) · 25 Jul 2026