BD umeng-push-helper
友盟推送后台管理助手（只读查询）。帮助获取应用列表、查询推送数据等。**使用前需用户提供 Cookie**：请访问 https://upush.umeng.com 登录后，在浏览器开发者工具的 Network 标签中复制 Cookie 并提供给系统。Use when working with Umeng push notifications or when user mentions 友盟推送.
As a process D 40/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
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: 31. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
body-longSKILL.md body ≈ 10187 tokens (recommended < 5000); move details to references/
Process rating: all ten parameters 40/100
- 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. 37 mutating operations with no state check
- 40Execution cost. Instruction body is 10187 tokens: crowds the task out of the window
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 445 steps
- 100Consistency. Name and required fields are in place
- low 13 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
- -2126 emoji in the instructions: noise for the model
- -311 of 21 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 199: enough signal without eating the budget
- +4Structure: 116 headings
- +3Step-by-step instructions: 445 items
- +4Has examples (46 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.
External checks
ClawHub: suspicious
The skill is meant to query Umeng Push data, but it handles live login cookies and API access in ways that are broader and less controlled than its read-only description suggests.
LLM: suspicious (high) · VirusTotal: · 29 May 2026