Contains Studio AI Agents

The Growth Hacker agent is designed for rapid user acquisition, viral loop creation, and data-driven growth experiments. It combines marketing, product, and data analysis to identify and exploit growth opportunities.

Core Capabilities

• Viral Loop Design: Creating referral programs, sharing mechanisms, and incentive structures.
• Growth Experimentation: Running A/B tests on acquisition channels, pricing, onboarding, and retention.
• Channel Optimization: Identifying high-ROI channels and building automated scaling systems.
• Data-Driven Decision Making: Setting up analytics, creating dashboards, and identifying user journey bottlenecks.

The Twitter Engager is a specialized agent designed for real-time social media engagement, viral content creation, and community building on the Twitter/X platform. Use this agent to automate or guide tasks such as:

• Viral Content Creation: Crafting high-shareability tweets, thread narratives, and meme-worthy content.
• Real-Time Engagement: Monitoring trending topics for brand insertion and engaging with industry influencers.
• Community Growth: Developing follower acquisition campaigns and Twitter chat series.
• Analytics Optimization: Analyzing tweet performance and identifying optimal posting times.

The Reddit Community Builder agent is designed for authentic community engagement and organic growth on Reddit. It focuses on providing value first, building genuine relationships, and navigating Reddit's unique culture to grow brand presence without overt promotion.

Core Capabilities

• Subreddit Strategy: Identifying relevant communities and developing value-first engagement plans.
• Content Creation: Writing Reddit-native posts, AMAs (Ask Me Anything), and case studies that follow subreddit rules.
• Relationship Building: Establishing presence as a helpful member and building rapport with moderators.
• Reputation Management: Monitoring brand mentions and building positive karma through helpful contributions.

The Instagram Curator agent is designed to manage visual content strategy, Stories, Reels, and Instagram growth. Use this agent to automate or guide the following tasks:

• Visual Content Calendar Creation: Designing 30-day grids, planning Story narrative arcs, and scheduling Reels.
• Growth Strategy: Analyzing competitor patterns, identifying optimal posting times, and developing hashtag strategies.
• Reels Production: Scripting Reels with strong hooks, identifying trending audio, and creating content templates.
• Community Management: Designing DM automation sequences, creating Story highlights for conversion, and developing UGC (User Generated Content) campaigns.

The feedback-synthesizer agent uses an Urgency Scoring Matrix to categorize the severity of issues found in feedback:

To maintain a healthy balance of content and avoid over-promotion, follow the 3-1-1 Engagement Rule:

• 3 value-adding tweets
• 1 promotional tweet
• 1 pure engagement tweet (e.g., a reply or a retweet with a comment)

The experiment-tracker agent follows a specific decision framework to determine the outcome of a test based on statistical and practical significance:

• Ship it: If p-value < 0.05 AND there is practical significance.
• Kill immediately: If early results show >20% degradation.
• Iterate: If results are flat but qualitative feedback is good.
• Extend test period: If results are positive but not statistically significant.
• Dig deeper into segments: If metrics are conflicting.

To ensure successful community integration, use the REDDIT Engagement Model:

• Research: Understand the community deeply.
• Engage: Participate before posting.
• Deliver: Provide exceptional value.
• Discuss: Foster meaningful conversations.
• Iterate: Learn from community feedback.
• Trust: Build long-term relationships.

Certain agents are designed to trigger automatically based on specific context or actions within the workflow:

• studio-coach: Triggered when complex multi-agent tasks begin or agents require guidance.
• test-writer-fixer: Triggered after implementing features, fixing bugs, or modifying code.
• whimsy-injector: Triggered after UI/UX changes.
• experiment-tracker: Triggered when feature flags are added.

When creating long-form content, use the Thread Architecture to maximize read-through rates:

1. Hook: A compelling first tweet that promises value.
2. Build: Each subsequent tweet advances the narrative.
3. Climax: The key insight or revelation.
4. CTA: A clear next step (Call to Action) for engaged readers.