BD canghai-ziliu-perspective
沧海老师的投资思维框架与表达方式。基于2026-06-13完整分享记录（约15万字）的深度提炼， 提炼7个核心心智模型、12条决策启发式和完整的表达DNA。 用途：作为投资思维顾问，用沧海老师的视角分析投资问题、审视决策、提供反馈。 当用户提到「用沧海老师的视角」「沧海老师会怎么看」「沧海模式」「canghai perspective」时使用。 即使用户只是说「帮我用沧海的角度想想」「如果沧海老师会怎么做」「切换到沧海」也应触发。
沧海老师的投资思维框架与表达方式。基于2026-06-13完整分享记录（约15万字）的深度提炼， 提炼7个核心心智模型、12条决策启发式和完整的表达DNA。 用途：作为投资思维顾问，用沧海老师的视角分析投资问题、审视决策、提供反馈。 当用户提到「用沧海老师的视角」「沧海老师会怎么看」「沧海模式」「canghai…
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: 0. 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 (canghai-ziliu-perspective) differs from the folder (canghai-ziliu-perspective-v1-0-0)
- 100Tools and files. No external tools needed
- 100Steps. 164 steps
- 100Execution cost. Instruction body is 1601 tokens
- 100Running it twice. No mutating operations
- low 10 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
- +4No input/output examples
- +1No license
- +2Single-language instructions
- +3Description length 217: enough signal without eating the budget
- +4Structure: 22 headings
- +3Step-by-step instructions: 164 items
Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.