SKILLEMALL.ai

BF android-adb-skill

Android 开发调试技能,通过系统 ADB 工具操作 Android 设备。以下场景必须触发此技能:(1) 直接 ADB 操作——安装 APK、查看设备列表、抓取 logcat 日志、查看已安装应用、清除应用数据、截图、重启设备、拉取/推送文件、查看 CPU/内存/电池信息、adb shell 操作;(2) Android 开发编码任务——编写或修改 Android/Flutter/HarmonyOS 代码、修复 Android 端 Bug、实现 Android 功能、调整 AndroidManifest、修改 Gradle 配置等一切涉及安卓端的开发工作,编码完成后必须主动提示用户通过 ADB 部署验证修改成果;(3) 验证与测试——用户说"试一下""看看效果""测试一下""跑一下""装到手机上"等语句,只要上下文是 Android 项目,立即触发设备检测并引导安装验证。即使用户只说"帮我装一下"或"看看日志",只要上下文涉及 Android 设备或 Android 项目,也必须触发此技能。

ClawHub Agent Skills author: yhongm v1.0.0 MIT-0 2 files body ≈ 1 279 tokens Open the sourceclawhub.ai analyzed 2 d ago

As a process F 35/100 · Will not run — References files that are not bundled: references/install-errors.md

ReferenceInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
66
Run on models
none yet
Process rating
F
35/100
Will not run
References files that are not bundled: references/install-errors.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
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: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: references/install-errors.md

Process rating: all ten parameters 35/100

Will not run. References files that are not bundled: references/install-errors.md
  • 0Tools and files. 1 referenced file(s) missing: references/install-errors.md
  • 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
  • 100Steps. 10 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1279 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 455: enough signal without eating the budget
  • +4Structure: 20 headings
  • +3Step-by-step instructions: 10 items
  • +4Has examples (16 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 66.

External checks

ClawHub: suspicious
This Android ADB skill appears useful for device testing, but it gives an agent broad device-control abilities without enough explicit user confirmation for disruptive actions.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026