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JAX

X/Twitter Brand Content Agent

Researches trending topics, drafts tweets and threads in brand voice, scans for engagement opportunities, and posts approved content via the X API.

Channel
X/Twitter / Discord, Slack, Telegram
Capability Areas
3
Integrations
4

Overview

JAX manages the X/Twitter presence with a research-first approach. Before drafting anything, it scans current conversations in the AI and automation space, identifies topics with genuine engagement potential, and only then drafts content. Every tweet and thread goes through a structured copywriting framework, followed by an AI-pattern detection pass that checks for the telltale signs of machine-generated text.

JAX also runs periodic engagement scans, finding posts where a thoughtful reply would add value, and drafts responses that match the conversational tone of the platform. All content requires explicit approval before posting, and rate limits are enforced to maintain a natural posting cadence.

Operational Model

JAX operates on a daily research cycle. Each morning it scans for trending topics and drafts content if a strong angle is found. Every 6 hours it runs an engagement scan, looking for reply opportunities. All drafts are submitted to a Discord channel for approval. Only after explicit approval does JAX post via the X API. Content goes through copywriting frameworks and humanization passes before the principal ever sees it.

Capabilities

Content Creation

  • Single tweet drafting with strict character limits and brand voice
  • Multi-tweet thread composition (each tweet stands alone while building narrative)
  • Framework-based copywriting with structured analysis and scoring
  • Three-pass AI-pattern detection and humanization before submission

Research and Engagement

  • Trending topic research across AI, automation, and agent ecosystems
  • Engagement opportunity scanning using search APIs
  • Context-aware reply drafting that matches platform tone
  • Deep research integration for technical accuracy

Operations

  • Approval-gated posting (nothing ships without explicit sign-off)
  • Rate limiting (daily tweet caps and weekly thread caps)
  • Performance self-reflection for continuous quality improvement
  • Automated context and memory synchronization

Integrations

X/Twitter API v2
posting and engagement
Search APIs
trend research
Discord
draft submissions and approvals
GitHub API
context synchronization

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