Ego Decision Layer

多步线性浏览器任务（连续点击、翻页、搜索表单提交、导航跳转）的默认入口：用 `ego-decision-layer` 一条命令让决策层在单个 ego-browser 进程内闭环决策（默认 System One / Jev，可换本地 OpenAI 兼容后端；browser automation / multi-step click chain / form submit / navigation），不再每步退回大模型思考。单步动作、精确 DOM/选择器、批量抓取仍走 ego-browser 原生 API；也可把官方 ego-browser 技能入口接管成路由层。当任务涉及浏览器多步操作、要写 ego-browser nodejs 脚本（await import / fetch / 凭证落盘）时读它。

30 stars 2 forksSoftware Development

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add jiangkoumo/ego-decision-layer --skill ego-decision-layer

Manual install

git clone --depth 1 https://github.com/jiangkoumo/ego-decision-layer.git /tmp/ego-decision-layer
mkdir -p ~/.claude/skills
cp -r /tmp/ego-decision-layer/. ~/.claude/skills/ego-decision-layer

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# ego-decision-layer — 给 ego-browser 装一个可插拔的决策层

这是一个**附加技能（外挂）**：它只存在于 Agent 的技能目录里（如 `~/.agents/skills/ego-decision-layer/`），
**不修改 ego lite 应用包里的任何文件**，因此 ego lite 升级不会把它冲掉。

本技能的组成（都在本 SKILL.md 所在目录内）：

| 路径 | 作用 |
| --- | --- |
| `scripts/decider-loop.mjs` | 引擎（决策闭环、元素表解析、退出判定） |
| `scripts/ego-decision-layer` | 命令行入口（会自动在 同目录 / 仓库根 / `~/.agents/lib/` 里找引擎） |
| `scripts/run-cdp-task.mjs` | 普通 Node + 外部 Chrome CDP 入口（v0.11.0 起） |
| `scripts/wire-agent-skills.sh` | 把 Agent 技能目录里的官方 `ego-browser` 入口接管成**路由层**（见下节） |
| `overlay/ego-browser/SKILL.md.in` | 路由层的模板（接管时生成，正文仍指向 App 当前版本） |
| `examples/bench/` | 对照基准脚本（A 组 Jev 闭环 vs B 组经典循环） |

命令行两种调用方式，任选其一：

```bash
ego-decision-layer --url "…" "目标"                        # 已链接进 PATH 时
"<本技能目录>/scripts/ego-decision-layer" --url "…" "目标"  # 直接用技能内的入口
```

更新当前安装：`ego-decision-layer update`；更新后运行冒烟：`ego-decision-layer update --test`；
查看版本与 Git 提交：`ego-decision-layer --version`。Git 克隆按当前分支上游 fast-forward，
skills 拷贝按安装记录定向更新本技能并保留原作用域。已跟踪文件未提交改动或更新失败会非零退出，
ZIP / 插件安装无匹配记录时需走原渠道。旧版本先按原渠道更新一次才能获得新子命令。

默认 ego lite 路径的基础用法、Space/Page/选择器/收尾纪律仍以 `ego-browser` 技能为准。

0.11.0 起提供 `--cdp-endpoint <http(s)/ws(s) URL>`：普通 Node 22+ 连接外部 Chrome，创建专属页面，
不要求 ego lite，也不刷新官方技能路由。`--space` / `--keep` 不适用；`--keep-space` 保留新页面。
此入口已通过双宿主受控任务验收，自 `v0.11.0` 起随版本发布（真实 CDP 只在 macOS 上验证）。真实 Jev 的 HN 导航与表单任务可用
`node scripts/../bench/test-host-integration-live.mjs --suite` 复验（需 Node 22+、Chrome 与凭证）；
共同任务集用注入判定器，不能据此宣称模型成功率。

## 路由：什么时候用我

| 任务形状 | 走哪条路 |

Read the full skill on GitHub

Details

Skill name: ego-decision-layer
Repository: jiangkoumo/ego-decision-layer
License: MIT
Repo updated: 28 October 2026

FAQ

What does the Ego Decision Layer skill do?

How do I install the Ego Decision Layer skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add jiangkoumo/ego-decision-layer --skill ego-decision-layer. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Ego Decision Layer popular?

It lives in jiangkoumo/ego-decision-layer, which has 30 GitHub stars and 2 forks.

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