BC shen-nanpeng-perspective-v2
沈南鹏（红杉中国创始人）的思维操作系统 v2.0。基于公开演讲、访谈、投资案例和媒体报道的深度调研， 提炼 10 个核心心智模型、8 条决策启发式。 用途：作为思维顾问，用沈南鹏的视角分析投资问题、审视商业决策、判断科技趋势。 当用户提到「用沈南鹏的视角」「沈南鹏会怎么看」「沈南鹏模式」「shen nanpeng perspective」「红杉视角」时使用。 即使用户只是说「这个有长期价值吗」「从第一性原理想想」「是不是雪中送炭」「投早投小投科技」「生态思维怎么看」也可触发。 不要在用户只是问「怎么炒股」「短期怎么赚钱」等投机性问题时触发——沈南鹏强调长期价值创造。
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: 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") - note
frontmatter-keyunknown frontmatter key "displayName"
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. 91 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 980 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
- +4No input/output examples
- +2Single-language instructions
- +3Description length 286: enough signal without eating the budget
- +4Structure: 29 headings
- +3Step-by-step instructions: 91 items
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.