UXLINK

Executive Summary

This case study shows how TokenMinds built an API first backend and AI agent layer for UXLINK. The system turns chat commands from UXLINK’s website into automated actions on X. It is designed for secure automation, quota control, and clear feedback for rewards.

• Authenticate and bind users’ X accounts through the backend to enable secure actions

• Execute predefined tasks on X (follow, comment, repost, post)

• Track and enforce action quotas per X account with support for multiple agents

• Provide task feedback and history for reward validation

• Expose endpoints for UXLINK’s frontend and admin systems to integrate with the AI Agent

Client Overview

UXLINK

UXLINK is a Web3 social platform and infrastructure company. It connects people and projects through social relationships and aims to drive mass adoption from Web2 to Web3.

Industry: Web3 Social Platform

UXLINK’ Objectives

The primary objective was to let UXLINK users take action on X from a simple chat experience while keeping control and visibility on the UXLINK side.

1. Boost Engagement

Increase engagement on X through compliant, scalable automation

2. Improve Retention & Rewards

Show clear, reviewable results so users return and claim rewards.

3. Reduce Manual Work

Automate routine actions to save team time and scale campaigns.

UXLINK’s Challenges

To achieve the objectives, UXLINK needed to overcome these issues:

1. Turn intent into consistent actions

User chat requests needed to be converted into specific X actions with confirmed targets and policy checks before they run.

2. Keep control and transparency

UXLINK needed per-account quotas and verifiable action history to support rewards and user inquiries.

3. Protect trust and safety

Actions had to follow platform rules with rate-limit protection to avoid account lockouts.

4. Integrate without rework

The backend needed to plug into UXLINK’s website and admin tools through clear APIs.

TokenMinds Solutions

TokenMinds provided these solutions to power UXLINK’s automation system.

1. UXLINK Backend (Control Center)

The backend provides the APIs UXLINK uses to create and manage tasks. It applies quotas and rate limits before a task runs, and returns task status and results to UXLINK’s tools.

2. UXLINK Listener (Dispatcher)

The listener dispatches tasks from the backend to agents. It watches agent health and keeps usage within safe limits so tasks run smoothly.

3. UXLINK AI Agent (Worker)

The agent polls for tasks and performs actions on X, (follow, comment, repost, or post). After each task, it records the result and sends it back for review.

Architecture & Tech Stack

Core Service

• Nest

• Node

• Prisma

• ElizaOS

Infrastructure & DevOps

• Docker

• Docker Compose

• Github Actions

• PM2

Data & Messaging

• PostgreSQL

• RabbitMQ

• AmazonS3

Docs

• V3 OpenAPI

• Swagger

How It Works

1. User sends a request

2. Resolves target X accounts/posts and checks the user’s quota.

3. Backend API calls the API with x-api-key and an encrypted payload.

4. Backend API validates key, ownership, quotas, & rate limits. If allowed, publishes the task to RabbitMQ

5. Listener consumes the message and writes a task JSON to AWS S3 for the assigned agent.

6. AI Agent polls S3, performs the action on X, and writes a result JSON back to S3.

7. Backend API ingests the result, updates status in PostgreSQL, and exposes task status via API for UXLINK to display and use for rewards.

UXLINK Deliverables & System Outputs

TokenMinds provides these deliverables and outputs for UXLINK’s automation system.

1. X Task Execution

Automates post, like, comment, repost, quote, follow, unfollow on X

2. Scalable Processing

Queue‑based routing and S3 task flow support growth across many agents

3. Safety Controls

Built‑in rate‑limit guardrails and human‑like scheduling to reduce risk

4. Quota & Usage Tracking

Per‑agent and per‑account quotas with usage data available for billing on UXLINK’s side

UXLINK AI System Results

UXLINK AI agent deployment has improved social media presence, driving higher visibility and engagement.

• Impressions: 7K (+996% increase)

• Engagement Rate: 4.6% (+46% increase)

• Engagements: 324 (+489% increase)

• Profile Visits: 81 (+8K% increase)

UXLINK AI System Results

UXLINK AI agent deployment has improved social media presence, driving higher visibility and engagement.

📌 Key Highlights:

• Impressions surged to 7K (⬆ 996%), bringing more visibility.

• Engagements increased by 489%, showing active participation.

• Verified Followers: 303, demonstrating steady organic growth.

The AI is successfully expanding reach, attracting more viewers and potential followers. Engagement growth confirms that interactions remain strong despite a larger audience base.

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