AD guanshi
观势 — AI 战略分析与洞察系统。Step 0 企业生命周期定位（初创验证→规模成长→成熟守位→转型重塑）决定框架裁剪优先级和战略建议激进程度。以 BLM 模型为主线的六步洞察法（BLM预诊断→五看三定市场洞察→差距分析→竞争定位→内部诊断→BLM新业务设计→宪法审计硬门控→情景规划压力测试→BLM重构+一致性校验）+波特五力+TAM-SAM-SOM+VRIO+安索夫矩阵+Revenue Bridge。支持维度裁剪：/观势 竞争/市场/组织/战略 可走单维度路径。9 位专家集群含深度洞察引擎（方法论穿透层）。输出报告按 PART 1-4 叙事结构+BLM一致性贯穿+核心矛盾定位+裂缝分析+战略放弃。Use when user asks to 战略分析、行业研究、市场研究、竞争分析、竞争对手分析、战略转型、市场进入评估、业务组合分析、商业模式分析、增长战略、组织诊断（战略匹配维度）。不适用于简单查询、政策问答、日常对话。
观势 — AI 战略分析与洞察系统。Step 0 企业生命周期定位（初创验证→规模成长→成熟守位→转型重塑）决定框架裁剪优先级和战略建议激进程度。以 BLM…
As a process D 43/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- 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: 18. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- note
frontmatter-keyunknown frontmatter key "guanshi"
Process rating: all ten parameters 43/100
- 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. 2 mutating operations with no state check
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 49 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2081 tokens
- low 17 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
- -236 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 416: enough signal without eating the budget
- +4Structure: 44 headings
- +3Step-by-step instructions: 49 items
- +4Has examples (7 code blocks)
- +4Reference files are cited in the instructions (13 of 14)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 82.