AC zero-to-launch
帮独立开发者和创业者从"我好像想做点什么"到"我知道该做什么、做给谁、怎么验证"。 当用户分享产品想法、想做 side project、准备创业、或有模糊的产品直觉时使用。 与传统 PM 工具不同，这个 Skill 采用广度优先探索 + 可视化状态图， 让用户始终掌握全局，自主选择探索方向，而不是被动回答问题。 最终输出完整的"从 0 到 Launch"包：用户画像、竞品分析、市场规模、验证方案、MVP 定义、原型草图。
As a process C 52/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
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: 36. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
body-longSKILL.md body ≈ 5755 tokens (recommended < 5000); move details to references/ - note
frontmatter-keyunknown frontmatter key "triggers"
Process rating: all ten parameters 52/100
- 0Result and completion. Does not say what the result is
- 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
- 70Execution cost. Instruction body is 5755 tokens
- 100Tools and files. No external tools needed
- 100Steps. 79 steps
- 100Consistency. Name and required fields are in place
- 100Running it twice. No mutating operations
- low 10 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
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +3Description length 212: enough signal without eating the budget
- +4Structure: 29 headings
- +3Step-by-step instructions: 79 items
- +4Has examples (13 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.
External checks
ClawHub: suspicious
The main skill is a product-planning coach, but the package also includes unrelated WeChat publishing tools with account credentials and write access to a third-party platform.
LLM: suspicious (high) · VirusTotal: · 29 May 2026