Browser Scripts Reference

Three browser console scripts for algorithm cultivation, with different trade-offs.

algorithmBuilder.js (Full-featured)

File: src/automation/algorithmBuilder.js
Requires: Paste src/automation/core.js first.

969-line browser automation with LLM-powered comment generation.

Features

• 6 activity cycles: Search & Engage, Browse Home, Target Account, Explore, Search People, Own Profile
• Weighted cycle selection with natural activity rotation
• LLM-powered comment generation (OpenRouter or any OpenAI-compatible endpoint)
• Session/break cycling for 24/7 operation
• Peak/off-peak hour awareness
• Per-session and per-day rate limits
• Full state persistence via localStorage

Configuration

• NICHE_CONFIG.KEYWORDS — search terms for your niche
• NICHE_CONFIG.PERSONA — your niche identity (used for LLM persona)
• NICHE_CONFIG.TARGET_ACCOUNTS — accounts to engage with
• NICHE_CONFIG.BIO_KEYWORDS — only follow users matching these
• LLM_CONFIG.ENABLED — enable AI-generated comments
• LLM_CONFIG.API_KEY — your OpenRouter API key
• LLM_CONFIG.MODEL — LLM model to use
• BEHAVIOR — all timing, limits, and probability settings

Controls

• window.stopAlgoBuilder() — stop after current action
• window.algoStats() — print all-time stats
• window.algoReset() — clear state and start fresh
• window.algoConfig() — show current configuration

thoughtLeaderCultivator.js (Standalone)

File: scripts/thoughtLeaderCultivator.js

Zero dependencies. Paste directly into DevTools console on x.com.

Controls

• stopCultivator() — stop after current action
• cultivatorStatus() — print current stats
• cultivatorReset() — clear all tracking data

algorithmTrainer.js (Multi-niche)

File: src/automation/algorithmTrainer.js
Requires: Paste src/automation/core.js first.

Multi-niche rotation, intensity presets, cycle-based architecture.

Controls

• stopTrainer() — stop
• trainerStatus() — status report
• trainerReset() — clear data

Training Phases

All browser scripts cycle through these phases with randomized order:

1. Search Top — search a niche term, scroll top results, engage
2. Search Latest — same term, latest tab (catch fresh content)
3. Search People — follow qualifying accounts in the niche
4. Home Feed — scroll and engage to reinforce algorithm learning
5. Influencer Visit — visit niche leaders' profiles with boosted engagement
6. Own Profile — visit own profile (active user signal)
7. Explore — browse trending topics (normalization behavior)
8. Idle — dwell period simulating human rest