Interactive Simulation

AI CMO Team Simulator

This dashboard models the CMO Harness system (`kai-cmo-harness`). Watch a raw campaign brief pass through specialized agent steps. Each step executes localized prompt logic and outputs raw updates, simulating real-world agent orchestration.

Why We Orchestrate Specialized Single-Purpose Agents

Context & Prompt Tension Isolation

Splitting copywriting, quality auditing, SEO optimization, and file packaging into distinct agent personas prevents prompt collapse. Monolithic agents fail when trying to satisfy conflicting goals simultaneously.

Independent Quality Assurance

A copywriter agent cannot grade its own homework. Decoupling the QA Guard ensures auditing remains objective, measuring outputs against strict, rule-based checklists without self-evaluation bias.

Structured Database Logging

Logging intermediate states (briefs, raw drafts, scorecards, optimized text) to a SQLite database (events.db) provides a reliable audit trail. Developers can diagnose pipeline failures without reading raw LLM trace logs.

Select Campaign Brief Template

Brief Text

Campaign Brief Ingest

Raw input is structured and logged to SQLite events.db.

Raw Brief

Copywriter Agent (Kai)

Writes punchy, opinionated drafts based on the brief.

Drafting

QA Guard Agent

Audit against the Four U's: Useful, Urgent, Unique, Ultra-specific.

Quality Gate

SEO Specialist Agent

Optimizes headings, anchors, and keyword density.

Optimization

Delivery Agent

Packages content and logs completion metrics.

Export

kai-cmo-harness console

Console initialized. Select a campaign template and click Start.

Workspace Output IDLE

Simulator workspace is empty. Start the simulation to watch workspace artifacts render dynamically.

Run this CMO Harness session locally

You don't need a custom UI to run this loop. Paste this configuration block directly into your own Claude Code terminal workspace (with `kai-cmo-harness` installed) to execute the Copywriter, QA, and Delivery agents locally on your code files.

I need to run the CMO Harness pipeline.
1. Load project memory from ~/.claude/projects/connor-stack/memory/
2. Ingest the campaign specs from the active file
3. Run the copywriter skill using the Kai persona settings
4. Run the QA Auditor tool and calculate the Four U's scorecard
5. Format the final output as a responsive HTML artifact file and save it to templates/html-artifacts/