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Teach a task by doing it once

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还没有人认领这个 Issue。

评估

难度
5/5
预计耗时
一周以上
新手友好度
15/100
Issue 类型
功能
描述清晰度
基本清楚
活跃度
活跃
技术栈
python, react, typescript
领域
full-stack

调研方向

Start with recording in sentient/browser/service.py and the replay tool in sentient/browser/tools.py, then skill drafting in sentient/evolution/service.py and sentient/skills/loader.py, and the record control in desktop/src/features/browser/BrowserPanel.tsx. Done means a recorded workflow becomes a pending skill with a replay script and parameters, the replay reruns it on new inputs, and typed passwords are never stored. This spans several subsystems and needs design decisions first, so it is not a good first task.

由索引模型根据 Issue 内容生成。

描述

area: browser area: skills enhancement help wanted priority: P1 size: L

Grok Bot's "Teach a task" records up to 10 minutes of activity and turns it into a routine with a review-then-test flow. Deterministic replays reduce dependence on model reasoning, so this helps qwen3:8b more than it helps frontier-model rivals. Recording is easier in the user's own browser than in a cloud VM.

Idea: "Show me": the user performs a browser workflow once while Sentient records actions over CDP and accessibility events (no audio). Sentient drafts a skill with a deterministic replay script and model-filled parameters. The user reviews it, test-runs it on a safe example (TASK-1), then schedules it.

Status in Sentient today: New. Browser control over Playwright and CDP exists.

Where: Recording in sentient/browser/service.py, a replay tool in sentient/browser/tools.py, skill drafting in sentient/evolution/service.py and sentient/skills/loader.py, and a record control in desktop/src/features/browser/BrowserPanel.tsx.

Done when:

  • a recorded workflow becomes a pending skill with a replay script and parameters
  • the replay runs the workflow again on new inputs
  • passwords typed during recording are never stored

Sources:

Roadmap ID: SKILL-3 · Priority: P1 · Size: L

主要语言
Python
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环境准备

从这里开始

  1. 先读完整个 Issue,再读项目的贡献指南。
  2. 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
  3. Fork 仓库,在一个分支上完成修改。
  4. 提交 Pull Request,并在描述里引用这个 Issue 编号。

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