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Surfagent Perception
作者
AgentOSsoftware
· GitHub ↗
· v1.0.0
· MIT-0
107
总下载
0
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install surfagent-perception
功能描述
Agent vision for web pages — scene summaries, attention-ranked elements, annotated screenshots, and state diffing via SurfAgent's perception engine.
安全使用建议
This skill is instruction-only and expects a local SurfAgent daemon (localhost:7201) and a managed Chrome (9222). Before installing: (1) verify you trust the SurfAgent daemon you run locally — the skill will capture full page DOM and screenshots which can include sensitive data; (2) confirm why 'node' is declared as a required binary if you don't have a node-based SurfAgent client — it may be a packaging artifact; (3) run SurfAgent in an isolated environment if you plan to visit sensitive sites, and avoid giving the agent access to pages with credentials or personal data unless you understand redaction behavior; (4) if you need higher assurance, ask the publisher for source code or a specification of the protocol (endpoints, authentication, and data retention) and confirm the homepage/service is legitimate.
功能分析
Type: OpenClaw Skill
Name: surfagent-perception
Version: 1.0.0
The surfagent-perception skill bundle contains metadata and documentation for a web-page analysis toolset. The SKILL.md file provides functional instructions for an AI agent to interact with a local SurfAgent daemon for tasks like scene summarization and element ranking. No executable code was provided for analysis, and the documentation contains no malicious prompt injections, exfiltration instructions, or suspicious obfuscation.
能力评估
Purpose & Capability
The SKILL.md consistently describes a perception engine that runs as a local SurfAgent daemon (port 7201) backed by a managed Chrome instance (port 9222). The described tools (surf_perceive, surf_annotate, surf_scene_diff) and their outputs (scene summaries, annotated screenshots, state tokens) align with the skill's name and description.
Instruction Scope
Instructions are limited to calling a local SurfAgent service to capture DOM, annotated screenshots, and diffs. They do not ask to read arbitrary files or unrelated environment variables. Important operational detail: the agent is expected to connect to localhost:7201 and interact with Chrome (CDP), which can capture page content including any sensitive information displayed on pages (passwords, auth tokens, personal data). The SKILL.md does not describe any redaction or privacy safeguards.
Install Mechanism
No install spec and no code files — this is instruction-only, so nothing gets written to disk by the skill itself. That is the lowest install risk.
Credentials
The skill declares no required environment variables or credentials, which is proportionate. One minor inconsistency: SKILL.md metadata lists 'node' as a required binary even though the instructions talk only to a local SurfAgent daemon (HTTP + Chrome). Requiring 'node' may be unnecessary or a packaging artifact; it does not appear to grant extra access, but it is an unexplained dependency.
Persistence & Privilege
The skill does not request always:true and is user-invocable. Autonomous invocation (default) is allowed, which is expected for skills. Note: autonomous use combined with the ability to control a local browser has a substantial operational privilege (it can observe and interact with pages), but that is coherent with the skill's purpose.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install surfagent-perception - 安装完成后，直接呼叫该 Skill 的名称或使用
/surfagent-perception触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release of SurfAgent Perception providing advanced web page understanding and visual annotation tools.
- Introduces `surf_perceive` for scene summaries, attention-ranked elements, spatial clusters, and annotated screenshots.
- Adds `surf_annotate` for quick, legend-backed visual references of interactive elements.
- Implements `surf_scene_diff` for efficient state change detection after user actions.
- Core loop enables perceive→act→diff→repeat workflow for robust agent-page interaction.
- Features element attention ranking, visual clustering, delta reporting, and color-coded annotation support.
元数据
常见问题
Surfagent Perception 是什么？
Agent vision for web pages — scene summaries, attention-ranked elements, annotated screenshots, and state diffing via SurfAgent's perception engine. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 107 次。
如何安装 Surfagent Perception？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install surfagent-perception」即可一键安装，无需额外配置。
Surfagent Perception 是免费的吗？
是的，Surfagent Perception 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Surfagent Perception 支持哪些平台？
Surfagent Perception 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Surfagent Perception？
由 AgentOSsoftware（@agentossoftware）开发并维护，当前版本 v1.0.0。
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