tweet-composer
Score and optimize tweets based on X's real open-source ranking algorithm.
Setup & Installation
Install command
clawhub install minilozio/tweet-composerIf the CLI is not installed:
Install command
npx clawhub@latest install minilozio/tweet-composerOr install with OpenClaw CLI:
Install command
openclaw skills install minilozio/tweet-composeror paste the repo link into your assistant's chat
Install command
https://github.com/openclaw/skills/tree/main/skills/minilozio/tweet-composerWhat This Skill Does
Scores and optimizes tweet drafts using rules derived from X's open-source ranking algorithm. X's For You feed ranks tweets via a transformer model (Phoenix) that predicts 19 engagement actions; this skill encodes those structural rules into a scoring engine. Works for single tweets and threads.
Scores against X's actual open-source ranking weights rather than generic social media tips.
When to Use It
- Scoring a draft before posting to estimate For You reach
- Rewriting a tweet that got less engagement than expected
- Structuring a thread for maximum first-tweet hook performance
- Diagnosing why a specific past tweet underperformed
- Deciding how many tweets to post in a day without triggering author diversity penalties
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Scoring a draft before posting to estimate For You reach
- 1Scoring a draft before posting to estimate For You reach
- 2Rewriting a tweet that got less engagement than expected
- 3Structuring a thread for maximum first-tweet hook performance
- 4Diagnosing why a specific past tweet underperformed
- 5Deciding how many tweets to post in a day without triggering author diversity penalties
Score and optimize tweets based on X's real open-source ranking algorithm.
Security Audits
These signals reflect official OpenClaw status values. A Suspicious status means the skill should be used with extra caution.