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AC business-model-canvas

想把一个商业想法梳理清楚？9模块画布+单元经济模型+竞争护城河分析，帮你验证生意能不能跑通。覆盖SaaS/平台/AI/API经济/内容付费等8种模式，附对标案例和MVP验证方案。适合创业者、产品经理、商业分析师快速验证商业逻辑。 触发词：商业模式、商业画布、Business Model Canvas、BMC、商业模式设计、商业逻辑、盈利模式、怎么赚钱、变现模式、商业模式分析、价值主张、商业模式图、创业计划、商业验证、单元经济、单位经济、护城河、竞争壁垒、LTV、CAC、MRR 排除：详细财务预测(用Excel)、融资BP(用prd-generator)、市场调研报告

ClawHub Agent Skills author: qqyougitcom v1.4.1 MIT-0 3 files body ≈ 758 tokens Open the sourceclawhub.ai↗ analyzed 36 h ago

想把一个商业想法梳理清楚？9模块画布+单元经济模型+竞争护城河分析，帮你验证生意能不能跑通。覆盖SaaS/平台/AI/API经济/内容付费等8种模式，附对标案例和MVP验证方案。适合创业者、产品经理、商业分析师快速验证商业逻辑。 触发词：商业模式、商业画布、Business Model…

As a process C 54/100 · Has gaps — weak spots: when it triggers, inputs and preconditions, failures and branches

IntegrationInfrastructureSales and CRMDesigntype 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
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
75
Run on models
none yet
Process rating
C
54/100
Has gaps
Inputs and preconditions w 11
0
Failures and branches w 10
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

The same skill appears in 1 more place: 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.
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")

Process rating: all ten parameters 54/100

  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (business-model-canvas) differs from the folder (mimo-business-model-canvas)
  • 60Result and completion. Output format stated, no completion criterion
  • 100Tools and files. No external tools needed
  • 100Steps. 38 steps
  • 100Execution cost. Instruction body is 758 tokens

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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 286: enough signal without eating the budget
  • +4Structure: 16 headings
  • +3Step-by-step instructions: 38 items
  • +3Output format is stated explicitly
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.

External checks

ClawHub: clean
This is a non-executable Chinese business-model analysis skill with no evident requests for sensitive access, persistence, or system changes.
LLM: benign (high) · VirusTotal: · 17 Jun 2026