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版本数
在 OpenClaw 中安装
/install twitter-research
功能描述
搜索Twitter/X上特定话题的最新内容并汇总报告。当用户说"搜Twitter"、"查看Twitter上关于XX的讨论"、"twitter research"、"X上最近在聊什么"时使用。
功能分析
Type: OpenClaw Skill
Name: twitter-research
Version: 1.0.0
The skill automates Twitter research by programmatically installing the 'browser-use' library and controlling the user's local Chrome instance using the '-b real' flag to leverage active login sessions. While these actions are aligned with the stated purpose, the automatic installation of third-party software and the requirement to access the user's authenticated browser environment represent significant security risks. The skill also utilizes third-party APIs (api.fxtwitter.com) as a fallback mechanism, as detailed in SKILL.md.
能力评估
Purpose & Capability
Name/description (Twitter research) aligns with the runtime instructions: the SKILL.md describes automated browser scraping of X/Twitter and a fallback to fxtwitter/vxtwitter APIs, which are coherent for the stated task.
Instruction Scope
Instructions require reusing the local Chrome login (-b real) and therefore implicitly rely on the user's browser session/cookies (sensitive local state) though no credential or permission is declared. The SKILL.md also instructs installing and invoking a CLI (browser-use) at runtime and uses WebSearch as a tool, but WebSearch is referenced in the text while not listed in the allowed-tools header — a mismatch that grants the agent broader discretion than the documented tool list. The skill also instructs clearing proxy env vars and expects Chrome to be running; these are actions that interact with local system state beyond a simple API call.
Install Mechanism
The manifest has no install spec, but the instructions tell the agent to run `uv tool install browser-use && browser-use install` at runtime. That causes code to be downloaded/installed during execution (higher risk). The instruction forbids alternative install paths (e.g., curl install.sh) and mandates the uv installer; this reliance on a runtime installer is reasonable for browser automation but increases the attack surface and should be explicit in the registry metadata.
Credentials
The skill declares no required env vars or credentials, yet it instructs reuse of the user's real Chrome profile (implying access to cookies/session tokens) and clears proxy environment variables. Access to a logged-in Chrome profile is effectively using local credentials/session state but is not declared or requested explicitly—this is disproportionate to the manifest, and users should be warned that their logged-in account will be used for scraping.
scan_findings_in_context
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 twitter-research - 安装完成后，直接呼叫该 Skill 的名称或使用
/twitter-research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
twitter-research 1.0.0
- Initial release: Enables structured Twitter/X topic search and summary reports via browser automation or fxtwitter API fallback.
- Multi-keyword search: Supports up to 3-5 keyword groups, including bilingual queries and product/topic variants.
- Automated environment setup: Detects/provisions browser-use CLI, cleans proxy interference, and ensures proper login/session handling.
- Robust against rate limits: Implements interval controls and fallback escalation to maintain reliable results.
- Aggregates, deduplicates, and categorizes tweets, then outputs a structured, sorted summary—including key trends and tool/project recommendations.
元数据
常见问题
Twitter Research 是什么？
搜索Twitter/X上特定话题的最新内容并汇总报告。当用户说"搜Twitter"、"查看Twitter上关于XX的讨论"、"twitter research"、"X上最近在聊什么"时使用。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 481 次。
如何安装 Twitter Research？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install twitter-research」即可一键安装，无需额外配置。
Twitter Research 是免费的吗？
是的，Twitter Research 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Twitter Research 支持哪些平台？
Twitter Research 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 Twitter Research？
由 sawzhang（@sawzhang）开发并维护，当前版本 v1.0.0。
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