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Public case study

Marketing Maestro

A marketing decision, execution, measurement, operations, and governance skill package for AI agents.

Active Python Schemas Validators Skill package Tests

Marketing Maestro routes a marketing problem before selecting tactics. The package connects diagnosis, specialist guidance, structured artifacts, and validation while keeping business, legal, and customer truth outside the validator’s claims.

Case study

Project breakdown

Marketing Maestro product flow

Repository-supported product flow for Marketing Maestro.

  1. 1 Frame
  2. 2 Diagnose
  3. 3 Route roles
  4. 4 Design execution
  5. 5 Review quality

Relationships

  • Frame Diagnose
  • Diagnose Route roles
  • Route roles Design execution
  • Design execution Review quality

Frame to Diagnose to Route roles to Design execution to Review quality

Marketing Maestro architecture

Repository-supported architecture view for Marketing Maestro.

  • Skill package
  • References
  • Artifacts
  • Validators
  • Tests

Relationships

  • Skill package References
  • References Artifacts
  • Artifacts Validators
  • Validators Tests

Skill package to References to Artifacts to Validators to Tests

Problem

Marketing Maestro introduces a diagnostic and decision sequence before execution so work can be routed to the right marketing discipline and artifact.

Overview

Marketing requests often arrive as channel tactics even when the underlying issue is positioning, research, operations, measurement, governance, or lifecycle design.

Product reasoning

Structural validation cannot prove customer truth, statistical validity, legal compliance, platform approval, product-market fit, or commercial success.

Product decisions

The package remains one installable skill while detailed disciplines are progressively disclosed. Core artifacts make assumptions, owners, metrics, risks, and evidence explicit.

Technical architecture

One skill entrypoint routes requests across references, taxonomies, schemas, examples, rubrics, validators, and tests covering strategy through operations.

Execution and delivery

The repository documents diagnostic routing, a broad but structured coverage map, campaign and lifecycle artifacts, JSON schemas, example outputs, validation commands, and regression tests.

Current evidence

The current public package can be installed independently and validated offline with Python tooling. Its safety section clearly separates structural checks from business or legal proof.

Learnings

Breadth is manageable when a system diagnoses before prescribing and uses shared artifact contracts across specialist marketing work.

Artifacts

Overview

Role
Product architecture, marketing systems design, packaging, and validation
Complexity
High
Detail level
Case study

Responsibilities

  • Problem definition
  • Scope definition
  • Product architecture
  • Technical delivery
  • Validation

Outcome

Marketing Maestro provides one installable marketing skill with diagnostic routing, structured artifacts, validators, rubrics, tests, and explicit safety limits.

Related services

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Links

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