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X Algorithm
by
Next Frontier AI
· GitHub ↗
· v1.0.3
4612
Downloads
16
Stars
0
Active Installs
4
Versions
Install in OpenClaw
/install x-algorithm
Description
X (Twitter) algorithm rules & viral strategies for AI agents. Boost engagement, avoid reach death. Works with Cursor, Claude, ChatGPT, Copilot. Vibe-coding ready.
Usage Guidance
Install only if you want an agent to help draft engagement-optimized X/Twitter content. Review outputs before publishing, especially content using urgency, FOMO, controversy, or reply-farming tactics, and ensure posts comply with platform rules and your brand standards.
Capability Analysis
Type: OpenClaw Skill
Name: x-algorithm
Version: 1.0.3
The skill bundle consists entirely of documentation and metadata. The SKILL.md, which is the primary attack surface for prompt injection, contains only informational content and strategic advice for an AI agent on how to craft effective social media posts. There are no instructions for the agent to perform unauthorized actions, access sensitive data, exfiltrate information, or execute arbitrary commands. Installation instructions for `clawdhub` and `npm` are user-facing and not intended for agent execution. All content is aligned with the stated purpose of providing X (Twitter) algorithm insights.
Capability Assessment
Purpose & Capability
The artifacts coherently match the stated purpose of advising on X/Twitter algorithm strategy and viral content. The notable impact is content-shaping toward engagement, controversy, FOMO, and reply generation, not system access or account control.
Instruction Scope
The skill gives strategic posting advice such as avoiding links, asking controversial questions, using urgency, and replying heavily. These instructions are disclosed and purpose-aligned, but users should review generated posts for platform-policy, brand, and reputational fit.
Install Mechanism
The bundle contains README.md, SKILL.md, and package.json only. package.json has no scripts or dependencies, and no install-time execution is evidenced.
Credentials
No credentials, local files, external APIs, browser sessions, network requests, or privileged environment access are requested.
Persistence & Privilege
No persistence, background workers, stored memory behavior, account privileges, or automatic posting/moderation authority is evidenced.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install x-algorithm - After installation, invoke the skill by name or use
/x-algorithm - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
- Expanded description and keywords to emphasize AI agent compatibility (Cursor, Claude, ChatGPT, Copilot) and developer tooling.
- Updated version to 1.0.3.
- Enhanced keywords list in package metadata for better discoverability.
- No core documentation content changes; usage guidelines remain the same.
v1.0.2
Rebranded to OpenClaw
v1.0.1
SEO update
v1.0.0
Initial release of the x-algorithm skill:
- Explains X (Twitter) algorithm rules and engagement best practices based on open-source code and data.
- Covers key factors that influence post reach, including engagement weights, timing, content types, and the impact of external links.
- Provides clear guidelines on what kills reach and how to avoid it.
- Shares actionable tips for viral posts, effective threads, and article structures that convert.
- Includes checklists, growth hacks, and sources for further learning.
Metadata
Frequently Asked Questions
What is X Algorithm?
X (Twitter) algorithm rules & viral strategies for AI agents. Boost engagement, avoid reach death. Works with Cursor, Claude, ChatGPT, Copilot. Vibe-coding ready. It is an AI Agent Skill for Claude Code / OpenClaw, with 4612 downloads so far.
How do I install X Algorithm?
Run "/install x-algorithm" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is X Algorithm free?
Yes, X Algorithm is completely free (open-source). You can download, install and use it at no cost.
Which platforms does X Algorithm support?
X Algorithm is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created X Algorithm?
It is built and maintained by Next Frontier AI (@nextfrontierbuilds); the current version is v1.0.3.
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