SKILLEMALL.ai

BF windows-browser-ops

Windows Desktop 浏览器远程操控。用于在 Discord / 本地会话中触发 Edge/Chrome 执行“打开网页、交互、截图、打包下载”等动作,并回传证据。

ClawHub Agent Skills author: LuLu v0.1.0 MIT-0 5 files body ≈ 794 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 45/100 · Will not run — References files that are not bundled: scripts/launch_edge.ps1, scripts/focus_edge.ps1, scripts/edge_nav.ps1

ProcedureDiscordInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
83/100
safety, quality, tests
Safety 60%
100
Quality 40%
57
Run on models
none yet
Process rating
F
45/100
Will not run
References files that are not bundled: scripts/launch_edge.ps1, scripts/focus_edge.ps1, scripts/edge_nav.ps1
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
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: 5. 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: scripts/launch_edge.ps1
  • warning missing-ref reference to a missing file: scripts/focus_edge.ps1
  • warning missing-ref reference to a missing file: scripts/edge_nav.ps1
  • warning missing-ref reference to a missing file: scripts/capture_screenshot.ps1
  • warning missing-ref reference to a missing file: scripts/download_and_zip.ps1

Process rating: all ten parameters 45/100

Will not run. References files that are not bundled: scripts/launch_edge.ps1, scripts/focus_edge.ps1, scripts/edge_nav.ps1
  • 0Tools and files. 5 referenced file(s) missing: scripts/launch_edge.ps1, scripts/focus_edge.ps1, scripts/edge_nav.ps1
  • 0Result and completion. Does not say what the result is
  • 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
  • 50Failures and branches. 0 branches, has a failure section
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 26 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 794 tokens

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)
  • +3Description length 87: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -4Absolute local paths (C:\Users, /home/…): not portable
  • +1No license
  • +2Single-language instructions
  • +4Structure: 12 headings
  • +3Step-by-step instructions: 26 items
  • +4Has examples (1 code blocks)
  • +4Reference files are cited in the instructions (2 of 2)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 57.

External checks

ClawHub: suspicious
This skill openly controls a Windows browser, but it gives broad access to screenshots, downloads, logged-in sessions, and uploads without enough limits.
LLM: suspicious (high) · VirusTotal: · 29 May 2026