AD product-dev-workflow
产品开发全流程AI辅助工作流。当用户提供一个产品主题或新产品开发需求时，自动触发并一次性输出覆盖"需求分析→技术调研→方案设计→物料选型→测试分析→GTM上市策略"六个阶段的完整报告与方案文档。适用于传感器、仪器仪表、智能硬件等工业产品的前期研发工作。只要用户提到"新产品开发"、"产品立项"、"帮我做产品方案"、"开发一款XXX"等表述，务必使用此skill。
产品开发全流程AI辅助工作流。当用户提供一个产品主题或新产品开发需求时，自动触发并一次性输出覆盖"需求分析→技术调研→方案设计→物料选型→测试分析→GTM上市策略"六个阶段的完整报告与方案文档。适用于传感器、仪器仪表、智能硬件等工业产品的前期研发工作。只要用户提到"新产品开发"、"产品立项"、"帮我做产品方案"、"开…
As a process D 49/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 49/100
- 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
- 40Consistency. Frontmatter name (product-dev-workflow) differs from the folder (product-dev-workflow-v5)
- 100Tools and files. No external tools needed
- 100Steps. 214 steps
- 100Execution cost. Instruction body is 2284 tokens
- 100Running it twice. No mutating operations
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
- -212 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +3Description length 181: enough signal without eating the budget
- +4Structure: 17 headings
- +3Step-by-step instructions: 214 items
- +4Has examples (1 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.