A structured, motion-based marketing operating system for AI-assisted execution.
This is not a prompt collection.
It is a coordination layer.
It exists because most AI marketing usage creates isolated assets instead of aligned systems.
AI makes it easy to produce content.
It does not make it easy to produce coherence.
Without structure:
- Enterprise messaging drifts
- Partner communication fragments
- Campaigns disconnect from revenue motions
- Execution depends on senior intuition
- Strategy lives in slide decks, not daily work
This framework fixes that.
An agentic workflow architecture that:
- Routes work through revenue motions
- Injects context before execution
- Preserves narrative consistency
- Allows autonomy without chaos
- Scales across teams with mixed seniority
It turns AI from a writing assistant into a structured marketing system. It also acknowledges how modern AI systems retrieve and synthesize information — and structures content accordingly.
- Marketing serves revenue motions, not channels.
- Context precedes content.
- Narrative consistency beats creative randomness.
- Structure enables autonomy.
- AI should coordinate, not improvise strategy.
The system consists of:
- Core control agents
- Motion engines
- Execution wrappers (copy, social, seo, cro, aeo)
- Structured SOP templates
Everything lives under /agents.
- B2B companies
- Hybrid sales + product-led organizations
- Partner-led ecosystems
- Teams with uneven seniority
- Operators who want structure without bureaucracy
- Copy the
/agentsfolder into your project. - Customize
agents/core/context-layer.mdwith your positioning. - Start interactions with the orchestrator (added in step 2).
- Let motion engines define structure.
- Route to execution agents.
- Pass through quality gate before publishing.
See INSTALLATION.md for setup.
See EXAMPLE-WORKFLOWS.md for real scenarios.