AD order-analytics
订单数据业务分析仪表盘生成器。当用户提供订单Excel/CSV数据（含日期、金额、用户ID、场地/商品、时段等字段），需要生成业务分析报告、经营诊断、用户留存/频次分析、时段热力图、趋势对比、运营方案时，使用本技能。适用场景：场馆运营（羽毛球/网球/篮球/游泳）、餐饮门店、零售订单、服务业预约等任何有订单记录的业务场景。支持自定义配色（上传Logo图片或提供HEX/RGB色值）或选择预设主题。触发词：订单分析、经营诊断、用户分析、场次分析、留存分析、趋势分析、运营仪表盘、业务报告、数据报告。
订单数据业务分析仪表盘生成器。当用户提供订单Excel/CSV数据（含日期、金额、用户ID、场地/商品、时段等字段），需要生成业务分析报告、经营诊断、用户留存/频次分析、时段热力图、趋势对比、运营方案时，使用本技能。适用场景：场馆运营（羽毛球/网球/篮球/游泳）、餐饮门店、零售订单、服务业预约等任何有订单记录的业务场…
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: 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 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 (order-analytics) differs from the folder (business-data-analysis)
- 100Tools and files. No external tools needed
- 100Steps. 10 steps
- 100Execution cost. Instruction body is 1901 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
- +1No license
- +2Single-language instructions
- +3Description length 248: enough signal without eating the budget
- +4Structure: 20 headings
- +3Step-by-step instructions: 10 items
- +4Has examples (17 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.