AC solopreneur-os
一人公司操作系统。核心能力：工作流重构——将任何领域的复杂工作流重构为AI辅助一人简易完成的方法（拆解人的局限补偿层→消除→基于AI能力模型重整）。执行轴为6维能力调用而非角色分工，管线为IPO基元链而非流水线传递。内容轴提供清单法与样本法的OPC适配规则，创新轴适配一人公司独特约束的突破路径。领域负载物覆盖7域31种任务类型、每种任务的组件清单与18个实战范本（含5个合规检查范本+1个工作流重构范本）。覆盖从0到1启动、商业模式设计、AI工具栈搭建、合规风控、现金流管理的全周期。触发词：一人公司、OPC、单人创业、solopreneur、超级个体、独立开发者、个人商业、微创业、一人商业闭环。
As a process C 53/100 · Has gaps — 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: 8. 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 53/100
- 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
- 100Tools and files. No external tools needed
- 100Steps. 26 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3215 tokens
- 100Running it twice. No mutating operations
- low 15 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
- -220 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 300: enough signal without eating the budget
- +4Structure: 32 headings
- +3Step-by-step instructions: 26 items
- +4Has examples (3 code blocks)
- +4Reference files are cited in the instructions (6 of 6)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.