SKILLEMALL.ai

DC vsum

视频 summarizer,支持 YouTube 和 Bilibili 视频自动获取字幕并 AI 总结,输出为 md 格式。适用于:用户给出一个视频链接,希望总结内容。

Not recommendedcritical or high security findings · low grade D
ClawHub Agent Skills author: Chrischaan v1.0.0 3 files · 1 script body ≈ 460 tokens Open the sourceclawhub.ai analyzed 2 d ago

As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

ReferenceYouTubeWriting and documentsMedia and videoInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
D
48/100
safety, quality, tests
Safety 60%
36
Quality 40%
66
Run on models
none yet
Process rating
C
53/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

What is at stake

The skill contains fragments that, in the wrong hands, cost money or data. Below: what the installer risks and what the author should do.

Exfiltration
If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

  1. Address the high-severity findings: each costs 18 safety points. If one is a false positive, add the rule id to guard.allow in spec.yaml.
  2. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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 · 5

  • high Exfiltration intent-browser-credential-store scripts/vsum.sh:53
    Accesses a browser credential / cookie store
    yt-dlp --cookies-from-browser chrome --write-subs --sub-lang ai-zh,zh-CN,"$LANG" --skip-download "$URL"
  • high Exfiltration intent-browser-credential-store SKILL.md:41
    Accesses a browser credential / cookie store
    yt-dlp --cookies-from-browser chrome --write-subs --sub-lang ai-zh,zh-CN --skip-download "视频链接"
  • high Exfiltration intent-browser-credential-store SKILL.md:44
    Accesses a browser credential / cookie store
    yt-dlp --cookies-from-browser chrome --list-subs "视频链接"
Medium and low: 2
  • medium Exfiltration intent-browser-credential-store SKILL.md:47
    Accesses a browser credential / cookie store (quoted — discussed, not commanded)
    **注意**: B站字幕需要用户登录,需要使用 `--cookies-from-browser chrome` 从浏览器读取 cookie。
    quoted
  • medium Exfiltration intent-browser-credential-store SKILL.md:74
    Accesses a browser credential / cookie store (quoted — discussed, not commanded)
    A: 确保浏览器已登录 B站,使用 `--cookies-from-browser chrome` 读取 cookie
    quoted

Files scanned: 3. 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")

Process rating: all ten parameters 53/100

  • 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
  • 100Tools and files. No external tools needed
  • 100Steps. 24 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 460 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)
  • +3Description length 84: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -31 of 1 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +4Structure: 15 headings
  • +3Step-by-step instructions: 24 items
  • +4Has examples (3 code blocks)

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

External checks

ClawHub: suspicious
This video summarizer does what it claims, but its Bilibili path automatically reads Chrome browser cookies, so users should review that access before installing.
LLM: suspicious (high) · VirusTotal: suspicious · 28 May 2026