Writing Restrictions & Constraints Brief
Sets writing rules, banned phrases, keyword framework, and credibility standards. First step in every article.
articleHaiku
Vibe Check Framework
Validates content direction. Vision, insights, benefits, engagement strategy, keywords.
articleHaiku
User Search Brief
Maps exact user search queries, People Also Ask questions, search intent, and featured snippet targets.
articleHaiku
Wikipedia Search Brief
Builds authoritative factual foundation. Definitions, key facts, historical context, named entities.
articleHaiku
AEO Content Brief
Optimizes for AI search: Perplexity, ChatGPT, Claude, Gemini citations. Direct answers + structured data.
articleSonnet
Technical Infrastructure Brief
Maps tech stack, implementation requirements, complexity level, and integration needs.
articleSonnet
Strategic SEO & AEO Foundation Brief
Full search strategy: primary keyword, entity map, schema markup, AI search strategy, backlink angles.
articleSonnet
Narrative & Voice Differentiation Brief
Tommy Saunders voice rules: direct, no corporate speak, pattern interrupt hooks, anti-cliché framework.
articleSonnet
Author Perspective & Expertise Brief
Establishes Tommy Saunders as authority. Expert angle, contrarian take, E-E-A-T signals for Google.
articleSonnet
Article Outline Brief
Complete article structure: SEO title, meta description, H2/H3 hierarchy, word counts per section.
articleSonnet
Article Context Brief
Compiles ALL briefs into one master document. This is the final input that goes into the Article Writer.
articleSonnet
AI Search Stack Brief
Optimization for Perplexity, ChatGPT Search, Claude, Gemini. Platform-specific citation strategies.
articleSonnet
Article Writer — LinkedIn
Writes the full article in Tommy Saunders voice using the compiled context brief. Pattern interrupt opening.
contentSonnet
Actionable Insights Brief
Conclusion framework: key takeaways, CTA, related topics, newsletter hook, lead magnet opportunity.
articleSonnet
Social Post Generator
Converts article insights to 3 platform posts: Twitter/X (280 chars), LinkedIn post, Instagram caption+hashtags.
contentSonnet
Go Viral & Persuade
5 videos combining virality with conversion. Curiosity title + pain point opening + transformation arc.
videoSonnet
Go Viral
Pure virality. Pattern interrupt + emotional hook + social currency. Algorithm-optimized title formulas.
videoSonnet
Relatable Story
Character → Problem → Discovery → Transformation arc. Opens with "A day in the life of..." moment.
videoSonnet
Unique Features
Showcases differentiators without ad-feel. Problem first, features second. 2:30 total runtime structure.
videoSonnet
Overcome Objections
Pre-empts the top 5 buying objections. Each video = one objection, validated then reframed with evidence.
videoSonnet
Compelling Perspective
Contrarian thought leadership. Challenges mainstream industry beliefs. Builds authority by saying the unsaid.
videoSonnet
Success Stories
Before/after transformation. Specific metrics required ("from X to Y in Z days"). Never vague outcomes.
videoSonnet
Authentic Message
Founder-to-camera, unscripted feel. WHY the company exists. Belief statement + invitation (not CTA).
videoSonnet
Target Keyword
Primary + 4 secondary keywords with search volume estimates. Optimized for AI search engine retrieval.
ai-searchHaiku
Target Service
Maps the specific service to user intent. Explains why AI assistants would recommend/cite it.
ai-searchHaiku
Target Product
Defines product with schema type for AI classification. Sets up structured data eligibility.
ai-searchHaiku
Target Trends
Connects topic to current trends for recency signals. Critical for AI search freshness ranking.
ai-searchHaiku
Adopt Customer-Centric Approach
Rewrites the entire brief from the customer perspective. Makes AI assistants more likely to cite it.
ai-searchHaiku
IO Kernel Orchestrator
Central swarm kernel. Maintains global state. Dispatches parallel/sequential worker threads via TypeScript DSL.
orchestratorOpus
Episode Pruner
Runs after every worker thread. Extracts 50-token State Delta from 15k-token raw transcripts. Core of swarm efficiency.
systemHaiku