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在 OpenClaw 中安装
/install x-research
功能描述
General-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert...
安全使用建议
Install only if you are comfortable giving the skill an X API bearer token and paying for API reads. Use a token scoped for this purpose, monitor X API spending, avoid storing sensitive unrelated secrets in the same global env file, clear cache/drafts when researching sensitive topics, and enable heartbeat watchlist checks only intentionally.
功能分析
Type: OpenClaw Skill
Name: x-research
Version: 1.0.0
The OpenClaw AgentSkills bundle 'x-research' is designed for X/Twitter research, utilizing a local Bun CLI tool to fetch and format tweet data. The skill's instructions and core logic align with its stated purpose of searching, profiling, and monitoring X. However, the `lib/api.ts` file directly reads `~/.config/env/global.env` to retrieve the `X_BEARER_TOKEN`. While the explicit intent is to obtain its own required credential, this direct file system access to a user's global environment file represents a vulnerability, as it could potentially be abused if the file path were controllable or if the parsing logic were less specific, making the skill's behavior fall into the 'suspicious' category due to this risky capability without clear malicious intent.
能力评估
Purpose & Capability
The artifacts consistently describe X/Twitter research: search, profile lookup, thread expansion, single tweet fetch, watchlist checks, and synthesis. The code uses read-style X API endpoints and does not show posting, liking, following, account management, unrelated data access, or hidden endpoints.
Instruction Scope
The agentic loop may run several searches, follow threads, and fetch linked pages; this fits the research purpose but can consume paid X API credits and should stay user-directed, especially for heartbeat watchlist checks.
Install Mechanism
README and SKILL.md disclose Bun, X_BEARER_TOKEN setup, and the optional ~/.config/env/global.env token location. Registry-style metadata appears under-declared, but the install and usage documents are explicit enough to avoid treating this as hidden behavior.
Credentials
The skill reads X_BEARER_TOKEN from the process environment or ~/.config/env/global.env and sends it as an Authorization header to api.x.com. This is proportionate for X API access, though a dedicated per-skill secret would be cleaner than reading a shared env file.
Persistence & Privilege
It persists local watchlist data, short-lived cache files, and optional markdown drafts under documented paths. No daemon installation, self-starting persistence, privilege escalation, destructive file operations beyond cache clearing, or broad local indexing is shown.
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 x-research - 安装完成后，直接呼叫该 Skill 的名称或使用
/x-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
x-research 1.0.0 — Initial release
- General-purpose agent for real-time research on X/Twitter, synthesizing perspectives, product feedback, news, and expert opinions.
- Provides CLI tool for searching tweets, profiles, threads, individual tweets, and managing a watchlist.
- Supports advanced filtering (by time, likes, engagement, replies, etc.), sorting, noise reduction, and output formats (JSON, markdown).
- Includes caching to reduce duplicate API calls and optimize cost.
- Features an agentic research loop: decompose questions, run targeted searches, follow threads, deep-dive linked content, and synthesize findings.
- Integrated watchlist and heartbeat system for monitoring key accounts.
元数据
常见问题
X Research 是什么？
General-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 1966 次。
如何安装 X Research？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install x-research」即可一键安装，无需额外配置。
X Research 是免费的吗？
是的，X Research 完全免费（开源免费），可自由下载、安装和使用。
X Research 支持哪些平台？
X 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 X Research？
由 aviclaw（@aviclaw）开发并维护，当前版本 v1.0.0。
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