algorithm-cultivation
Algorithm Cultivation & Thought Leadership
Train your X/Twitter algorithm for a specific niche. Three approaches:
- Browser script -- paste into DevTools console for manual sessions
- CLI + Persona Engine -- create personas and run from the command line
- 24/7 Algorithm Builder -- headless Puppeteer + LLM running continuously
Quick Reference
| Goal | Solution |
|---|---|
| Create a persona (CLI) | xactions persona create |
| Run 24/7 with LLM (CLI) | xactions persona run <id> |
| Check persona status | xactions persona status <id> |
| Browser console (with core.js) | src/automation/algorithmBuilder.js |
| Browser console (standalone) | scripts/thoughtLeaderCultivator.js |
| Browser console (algorithm trainer) | src/automation/algorithmTrainer.js |
| Persona Engine (Node.js module) | src/personaEngine.js |
More from nirholas/xactions
twitter-scraping
Scrapes X/Twitter data without API access using Puppeteer stealth and browser console scripts. Extracts profiles, followers, following lists, tweets, search results, hashtags, threads, media, bookmarks, notifications, DMs, likes, and viral tweets. Exports to JSON/CSV. Use when collecting, exporting, or analyzing Twitter data.
26direct-messages
Sends, manages, and automates direct messages on X/Twitter. Supports personalized bulk DMs with templates, conversation management, message request filtering, and DM export. The agent uses this skill when a user needs to send DMs, manage conversations, or automate direct messaging workflows.
10growth-automation
Automates X/Twitter growth via browser console scripts. Auto-likes tweets by keyword/user filters, auto-comments on target users, follows by keyword search or engagement, follows audiences of target accounts with rich filtering, trains the algorithm for niches, and runs combined growth suites. All require pasting core.js first. Use when automating Twitter growth, engagement, following, or audience building.
10engagement-interaction
Automates X/Twitter engagement actions — like, unlike, reply, bookmark, hide replies, and auto-like by keyword. Also bulk-unlikes all posts. Use when users want to automate likes, send replies, manage bookmarks on tweets, hide replies, or clear their entire likes history.
10follower-monitoring
Monitors X/Twitter follower changes using browser console scripts. Detects who unfollowed, tracks new followers with welcome messages, monitors any public account, runs continuous monitoring with alerts, tracks follower growth over time, and analyzes follower demographics. Use when tracking follower changes, detecting unfollowers, or monitoring Twitter accounts.
9grok-ai
Integrates with X/Twitter's Grok AI for chat, image generation, tweet analysis, and content creation. Automates Grok prompts, scrapes Grok responses, and uses Grok for content strategy. Requires X Premium+. Use when users want to use Grok AI for content generation, analysis, or chat automation on X.
8