community Lobsters AI Sat, 24 Oct 2026 正文 ok 53 words

Scrawl:向 AI Agent 直观展示问题

英文标题:Scrawl: show an agent the problem

开发者 Kit Langton 推出了名为 Scrawl 的全新工具,旨在让 AI Agent 能够直观“看清”并理解具体的视觉与交互问题。通过配置相应的 Agent Skill,当用户向 Agent 粘贴 Scrawl 记录时,Agent 会解析画幅样张(contact sheet)与音画转录文本,并定位到关键帧深入排查。该工具为开发者与 Agent 协作排查 UI/交互缺陷提供了全新交互路径,进一步提升了多模态 Agent 的实际落地效能。
打开原文相关 3 · 机会 1
media5.0 KB media311.7 KB

中文

终端安装

bash $ curl -LO https://scrawl.kitlangton.com/releases/Scrawl-latest-arm64.zip

$ unzip Scrawl-latest-arm64.zip -d ~/Applications

$ open ~/Applications/Scrawl.app

面向 Agent

bash $ bunx skills add kitlangton/scrawl

借助该 Skill,接收到 Scrawl 粘贴内容的 Agent 能够读取画幅样张(contact sheet)与文字记录,打开语音叙述所指向的关键帧,并使用 scrawl 命令进一步细致查看。

English / 原文

TerminalCopy

$ curl -LO https://scrawl.kitlangton.com/releases/Scrawl-latest-arm64.zip

$ unzip Scrawl-latest-arm64.zip -d ~/Applications

$ open ~/Applications/Scrawl.app

For agentsCopy

$ bunx skills add kitlangton/scrawl

With the skill, an agent that gets a Scrawl paste reads the contact sheet and transcript, opens the keyframes the narration points at, and uses the scrawl command to look closer.