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Install in OpenClaw
/install twitter-research
Description
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。
Capability Analysis
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.
Capability Assessment
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
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install twitter-research - After installation, invoke the skill by name or use
/twitter-research - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Twitter Research?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 481 downloads so far.
How do I install Twitter Research?
Run "/install twitter-research" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Twitter Research free?
Yes, Twitter Research is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Twitter Research support?
Twitter Research is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Twitter Research?
It is built and maintained by sawzhang (@sawzhang); the current version is v1.0.0.
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