BD umeng-cli-uapp-umini
友盟小程序统计查询技能，支持通过 umeng-cli call 调用友盟 OpenAPI（gateway.open.umeng.com）的 12 个只读接口，覆盖小程序应用概况、累计用户、留存、页面分析（受访/入口）、分享分析（概况/页面/用户）、自定义事件（列表/统计/属性/属性值分布）。当用户需要了解小程序的概况指标、留存表现、页面访问、分享效果、自定义事件数据时使用。触发词：小程序概况、小程序留存、小程序活跃用户、小程序累计用户、页面访问、入口页、分享概况、页面分享、分享用户、小程序事件、事件属性、属性值分布。仅适用于小程序 / H5 / 小游戏，不支持 Android/iOS App。
As a process D 37/100 · 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: 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")
Process rating: all ten parameters 37/100
- 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 (umeng-cli-uapp-umini) differs from the folder (uapp-umini)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 70Execution cost. Instruction body is 4794 tokens
- 100Steps. 51 steps
- low 24 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
- -250 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 300: enough signal without eating the budget
- +4Structure: 32 headings
- +3Step-by-step instructions: 51 items
- +4Has examples (9 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.