AC opmc-expert-committee
OPC专家委员会知识蒸馏技能，汇聚11位全球顶级专家的思维框架，提供多维度专业决策支持。当用户需要专家视角、专家委员会、专业决策支持、多角度分析、战略研讨、风险评估、商业模式设计、技术架构规划、品牌定位、合规审查、产品创新、营销策略、文案创意、设计美学等场景时使用。触发关键词：专家、专家委员会、凯文凯利、吴晓波、刘润、宫玉振、李叫兽、金枪大叔、吴恩达、戴森、罗翔、东东枪、原研哉、战略研讨、决策支持、多视角、知识蒸馏
OPC专家委员会知识蒸馏技能，汇聚11位全球顶级专家的思维框架，提供多维度专业决策支持。当用户需要专家视角、专家委员会、专业决策支持、多角度分析、战略研讨、风险评估、商业模式设计、技术架构规划、品牌定位、合规审查、产品创新、营销策略、文案创意、设计美学等场景时使用。触发关键词：专家、专家委员会、凯文凯利、吴晓波、刘润…
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: 16. 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. 9 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 775 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
- +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
- +1No license
- +2Single-language instructions
- +3Description length 209: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 9 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (3 of 14)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 76.