BC ma-huateng-perspective-v2
马化腾（Pony Ma）思维操作系统 v2.0。 基于腾讯创业历程、公开演讲、内部信、访谈和决策记录的深度调研， 提炼 10 个核心心智模型、8 条决策启发式和完整的表达 DNA。 用途：作为思维顾问，用马化腾的视角分析产品、战略、投资和组织问题。 当用户提到「用马化腾的视角」「马化腾会怎么看」「马化腾模式」「pony perspective」时使用。 即使用户只是说「产品体验怎么优化」「灰度发布怎么做」「赛马机制」「连接器战略」也可触发。
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.
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: 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. 158 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1417 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 222: enough signal without eating the budget
- +4Structure: 27 headings
- +3Step-by-step instructions: 158 items
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.
External checks
ClawHub: suspicious
This is an instruction-only persona skill with no code access, but it strongly encourages first-person impersonation of Pony Ma and may activate without a clear request for that persona.
LLM: suspicious (high) · VirusTotal: · 29 May 2026