BD dalao
大佬思想蒸馏框架 - 顶级大佬模拟互动系统 v3.5 核心升级：从"立场标签"升级为"决策链蒸馏" 三大核心功能：讨论模式、意见模式、参会模式 预蒸馏角色池：AI技术界×9位、酒店行业×12位（含晁留柱真实版）、风险投资×12位，共33位 v3.5新增：信息源分级系统、决策链验证机制、语录过滤器、快速调用格式 ⚠️ 所有输出必须标注【观点模拟：XXX】，法律合规使用 ⚠️ 生成报告前必须通过"决策链检测"，否则不得生成 触发词：模拟讨论、大佬辩论、大佬意见、大佬参会
As a process D 46/100 · 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.
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: 7. 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 46/100
- 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
- 30Running it twice. 1 mutating operations with no state check
- 40Consistency. Frontmatter name (dalao) differs from the folder (dalao-thought-leader-framework)
- 100Tools and files. No external tools needed
- 100Steps. 44 steps
- 100Execution cost. Instruction body is 944 tokens
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
- -212 emoji in the instructions: noise for the model
- -31 of 1 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 235: enough signal without eating the budget
- +4Structure: 27 headings
- +3Step-by-step instructions: 44 items
- +4Has examples (5 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.
External checks
ClawHub: suspicious
This skill is a Review item because it builds AI personas of real colleagues from workplace chats, private messages, documents, emails, and browser/API access.
LLM: suspicious (high) · VirusTotal: · 29 May 2026