arkcli-understand

arkcli-understand is an LLM app frameworks & APIs skill for AI agents, published by volcengine in the ark-cli repository on GitHub. Skillspace rates arkcli-understand D (66/100) and it passed the safety scan; the rating is based on static analysis only.

arkcli +understand：多模态理解工作流，通过 12 个任务型 sub-skill（4 模态：image/video/audio/file）在数据面 Responses API 引擎上做专项理解。覆盖图片描述/OCR、视觉定位（bbox grounding）、GUI 操作识别、PDF/文档字段抽取、视频总结/视频问答、音视频联合理解、语音转写（ASR）、语音翻译（AST）、SRT 字幕打轴、多说话人转写、会议纪要。每个 sub-skill 自带专家 system prompt 与默认模型。当用户要『转写这段录音 / 把图里目标框出来 / 抽取这份 PDF 的字段 / 总结这段视频 / 生成字幕 / 识别会议纪要 / 描述这张图』这类有明确产出形态的多模态理解任务时使用；开放式带图对话用 +chat，生成图/视频用 +gen。

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
67

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubvolcengine/ark-cli

Our review

Architecture
80 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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