Initial commit of OpenClaw agent Chloe
This commit is contained in:
7
skills/x-algorithm/.clawhub/origin.json
Normal file
7
skills/x-algorithm/.clawhub/origin.json
Normal file
@@ -0,0 +1,7 @@
|
||||
{
|
||||
"version": 1,
|
||||
"registry": "https://clawhub.ai",
|
||||
"slug": "x-algorithm",
|
||||
"installedVersion": "1.0.3",
|
||||
"installedAt": 1772431818533
|
||||
}
|
||||
49
skills/x-algorithm/README.md
Normal file
49
skills/x-algorithm/README.md
Normal file
@@ -0,0 +1,49 @@
|
||||
# X Algorithm Mastery
|
||||
|
||||
X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform.
|
||||
|
||||
## Install
|
||||
|
||||
**ClawdHub:**
|
||||
```bash
|
||||
clawdhub install NextFrontierBuilds/x-algorithm
|
||||
```
|
||||
|
||||
**npm:**
|
||||
```bash
|
||||
npm install x-algorithm
|
||||
```
|
||||
|
||||
## The Golden Rules
|
||||
|
||||
1. **First 2 hours are critical** — engagement in this window determines reach
|
||||
2. **No external links in main post** — put links in replies
|
||||
3. **Media > Text** — videos 10x, images 2-3x engagement
|
||||
4. **Reply to EVERYTHING** — replies weighted highest
|
||||
5. **Post 8 AM - 2 PM** — when your audience is awake
|
||||
6. **Controversy drives engagement** — pick battles wisely
|
||||
7. **Threads > single tweets** — for long-form
|
||||
|
||||
## What Kills Reach
|
||||
|
||||
- ❌ External links in main post
|
||||
- ❌ Getting reported/blocked
|
||||
- ❌ Posting same content repeatedly
|
||||
- ❌ Not replying to comments
|
||||
- ❌ Corporate/formal tone
|
||||
|
||||
## What Works
|
||||
|
||||
- ✅ Questions that invite replies
|
||||
- ✅ Hot takes (mildly controversial)
|
||||
- ✅ Personal stories
|
||||
- ✅ Step-by-step threads
|
||||
- ✅ Replying to your own posts
|
||||
|
||||
## Sources
|
||||
|
||||
Based on X's open-source algorithm, Hootsuite/Sprout Social research, and analysis of viral articles from top creators.
|
||||
|
||||
---
|
||||
|
||||
Built by [@NextXFrontier](https://x.com/NextXFrontier)
|
||||
199
skills/x-algorithm/SKILL.md
Normal file
199
skills/x-algorithm/SKILL.md
Normal file
@@ -0,0 +1,199 @@
|
||||
---
|
||||
name: 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.
|
||||
version: 1.0.3
|
||||
author: NextFrontierBuilds
|
||||
keywords: [x, twitter, algorithm, viral, engagement, social-media, growth, content-strategy, ai-agent, ai-coding, claude, cursor, copilot, github-copilot, chatgpt, openclaw, moltbot, vibe-coding, automation, ai-tools, developer-tools, devtools, typescript, llm]
|
||||
---
|
||||
|
||||
# X Algorithm Mastery
|
||||
|
||||
Everything you need to know about the X (Twitter) algorithm. Based on X's open-source code, viral post analysis, and real engagement data.
|
||||
|
||||
## TL;DR - The Golden Rules
|
||||
|
||||
1. **First 2 hours are critical** — replies/engagement in this window determine reach
|
||||
2. **No external links in main post** — X penalizes links that take users off-platform
|
||||
3. **Media > Text** — videos get 10x engagement, images get 2-3x
|
||||
4. **Reply to EVERYTHING** — replies are weighted higher than likes/retweets
|
||||
5. **Post when audience is awake** — 8 AM - 2 PM weekdays optimal
|
||||
6. **Controversy drives engagement** — but pick battles wisely
|
||||
7. **Threads outperform single tweets** — for long-form content
|
||||
|
||||
---
|
||||
|
||||
## How the Algorithm Works
|
||||
|
||||
### The 4-Step Process
|
||||
|
||||
1. **Candidate Sourcing**: Pulls ~1,500 tweets from accounts you follow (~50%) and similar accounts
|
||||
2. **Ranking**: ML model scores likelihood you'll reply (highest), retweet, like, or report (negative)
|
||||
3. **Filtering**: Removes blocked/muted, balances in/out-network, limits single author
|
||||
4. **Serving**: Final mix with ads, 5B times/day, ~1.5 seconds
|
||||
|
||||
### Engagement Weight Hierarchy
|
||||
|
||||
| Action | Weight |
|
||||
|--------|--------|
|
||||
| Replies | Highest |
|
||||
| Retweets | High |
|
||||
| Quote Tweets | High (2x regular posts) |
|
||||
| Likes | Medium |
|
||||
| Bookmarks | Medium |
|
||||
| Views | Low |
|
||||
| Reports | Negative (kills reach) |
|
||||
|
||||
---
|
||||
|
||||
## Ranking Signals
|
||||
|
||||
### 1. Recency
|
||||
- Fresh content prioritized
|
||||
- Peak visibility: first 2-3 hours
|
||||
|
||||
### 2. Engagement Velocity
|
||||
- Speed matters more than total
|
||||
- 100 likes in 30 min > 500 likes over 24 hours
|
||||
|
||||
### 3. Account Credibility
|
||||
- Verified (Premium) gets boost
|
||||
- Follower-to-following ratio matters
|
||||
- History of bans/strikes hurts
|
||||
|
||||
### 4. Content Type
|
||||
- **Video**: 10x engagement
|
||||
- **Images**: 2-3x engagement
|
||||
- **Polls**: Drives replies
|
||||
- **Threads**: Higher total engagement
|
||||
|
||||
### 5. Link Presence
|
||||
- **Links = REACH PENALTY**
|
||||
- Put links in replies, not main post
|
||||
- Quote tweeting a link > direct link
|
||||
|
||||
---
|
||||
|
||||
## What Kills Your Reach
|
||||
|
||||
### Instant Death
|
||||
- ❌ External links in main post
|
||||
- ❌ Getting reported/blocked
|
||||
- ❌ Posting same content repeatedly
|
||||
- ❌ Too many hashtags (>2)
|
||||
|
||||
### Slow Death
|
||||
- ❌ Posting inconsistently
|
||||
- ❌ Not replying to comments
|
||||
- ❌ Off-topic from your niche
|
||||
- ❌ Corporate/formal tone
|
||||
|
||||
---
|
||||
|
||||
## Posting Best Practices
|
||||
|
||||
### Frequency
|
||||
| Goal | Posts/Day |
|
||||
|------|-----------|
|
||||
| Minimum | 2-3 |
|
||||
| Growth | 5-10 |
|
||||
| Maximum | 15-30 |
|
||||
|
||||
### Timing (audience timezone)
|
||||
- **Best**: 8 AM - 2 PM weekdays
|
||||
- **Good**: 4 PM - 6 PM weekdays
|
||||
- **Worst**: 11 PM - 7 AM
|
||||
|
||||
### The No-Link Strategy
|
||||
```
|
||||
❌ Bad: "Check out my article [link]"
|
||||
✅ Good: "Here's what I learned (thread 🧵)"
|
||||
→ Link in reply or final thread post
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Getting Replies (Most Important)
|
||||
|
||||
- **Ask questions** — open-ended or controversial
|
||||
- **Hot takes** — polarizing opinions get "actually..." replies
|
||||
- **Fill in the blank** — "The best movie ever is ___"
|
||||
- **Predictions** — people love to disagree
|
||||
- **Personal stories** — "This happened to me..."
|
||||
|
||||
---
|
||||
|
||||
## X Article Best Practices
|
||||
|
||||
### Hook Patterns That Work
|
||||
|
||||
**Insecurity/FOMO:**
|
||||
> "everyone's talking about X... and you're sitting there wondering if you missed the window"
|
||||
|
||||
**Big Opportunity:**
|
||||
> "this is the biggest opportunity of our lifetime"
|
||||
|
||||
**RIP Pattern:**
|
||||
> "RIP [profession]. This AI tool will [action] in seconds."
|
||||
|
||||
### Article Structure
|
||||
|
||||
```
|
||||
1. HOOK (insecurity or opportunity)
|
||||
2. WHAT IT IS (with social proof)
|
||||
3. WHY MOST WON'T DO IT (address objections)
|
||||
4. THE [X]-MINUTE GUIDE (step-by-step)
|
||||
5. YOUR FIRST [N] WINS (immediate value)
|
||||
6. THE COST (value comparison)
|
||||
7. THE WINDOW (urgency)
|
||||
8. CTA
|
||||
```
|
||||
|
||||
### Style Tips
|
||||
- Clear H2 section headers
|
||||
- Bullet lists for scanability
|
||||
- Bold key phrases
|
||||
- Time estimates for each step
|
||||
- Copy-paste commands/prompts
|
||||
|
||||
---
|
||||
|
||||
## Quick Checklist
|
||||
|
||||
Before posting:
|
||||
- [ ] Under 280 chars? (If not, thread it)
|
||||
- [ ] First line hooks attention?
|
||||
- [ ] Reason to reply? (Question, hot take)
|
||||
- [ ] Good time to post?
|
||||
- [ ] No external links? (Move to reply)
|
||||
- [ ] Fits your niche?
|
||||
- [ ] Available to reply for 2 hours?
|
||||
|
||||
---
|
||||
|
||||
## Growth Hacks
|
||||
|
||||
### Reply Guy Strategy
|
||||
Turn on notifications for big accounts → be first with thoughtful reply → their audience discovers you
|
||||
|
||||
### Thread Takeover
|
||||
Find viral post in your area → quote tweet with "Let me explain why..." → add genuine value
|
||||
|
||||
### Personality Posts
|
||||
Every 5-10 posts, share something personal. Builds connection → higher engagement.
|
||||
|
||||
---
|
||||
|
||||
## Sources
|
||||
- X Algorithm GitHub (open source)
|
||||
- Hootsuite, Sprout Social, SocialBee guides
|
||||
- Analysis of viral articles (Damian Player, Alex Finn, Dan Koe)
|
||||
|
||||
---
|
||||
|
||||
## Installation
|
||||
|
||||
```bash
|
||||
clawdhub install NextFrontierBuilds/x-algorithm
|
||||
```
|
||||
|
||||
Built by [@NextXFrontier](https://x.com/NextXFrontier)
|
||||
6
skills/x-algorithm/_meta.json
Normal file
6
skills/x-algorithm/_meta.json
Normal file
@@ -0,0 +1,6 @@
|
||||
{
|
||||
"ownerId": "kn7ewywaj7mf48drbjw1baa5298016yv",
|
||||
"slug": "x-algorithm",
|
||||
"version": "1.0.3",
|
||||
"publishedAt": 1770799038612
|
||||
}
|
||||
42
skills/x-algorithm/package.json
Normal file
42
skills/x-algorithm/package.json
Normal file
@@ -0,0 +1,42 @@
|
||||
{
|
||||
"name": "x-algorithm",
|
||||
"version": "1.0.3",
|
||||
"description": "X (Twitter) algorithm rules & viral strategies for AI agents. Boost engagement, avoid reach death. Works with Cursor, Claude, ChatGPT, Copilot. Vibe-coding ready.",
|
||||
"main": "SKILL.md",
|
||||
"keywords": [
|
||||
"x",
|
||||
"twitter",
|
||||
"algorithm",
|
||||
"viral",
|
||||
"engagement",
|
||||
"social-media",
|
||||
"growth",
|
||||
"content-strategy",
|
||||
"ai-agent",
|
||||
"ai-coding",
|
||||
"claude",
|
||||
"cursor",
|
||||
"copilot",
|
||||
"github-copilot",
|
||||
"chatgpt",
|
||||
"openclaw",
|
||||
"moltbot",
|
||||
"marketing",
|
||||
"creator",
|
||||
"influencer",
|
||||
"automation",
|
||||
"llm",
|
||||
"vibe-coding",
|
||||
"ai-tools",
|
||||
"developer-tools",
|
||||
"devtools",
|
||||
"typescript"
|
||||
],
|
||||
"author": "tytaninc7",
|
||||
"license": "MIT",
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/NextFrontierBuilds/x-algorithm"
|
||||
},
|
||||
"homepage": "https://github.com/NextFrontierBuilds/x-algorithm#readme"
|
||||
}
|
||||
Reference in New Issue
Block a user