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Creative Operating System Audit

Audit whether a marketing team has the memory, context, evaluation, creator, product-as-media, feedback, and governance machinery needed for AI-era creative work.

DocumentationAgent instructionsRequirements & limits

Use when a brand or team wants to assess whether it can turn AI output into distinctive, useful, governed creative work.

Inputs

  • Brand or client name
  • Current creative workflow
  • Brand guidelines or memory sources
  • Campaign examples or recent outputs
  • Review and approval process
  • Data and feedback sources
  • Creator or partner workflow, if any
  • Product, app, CRM, retail, commerce, or service surfaces

Outputs

  • Creative operating system maturity score
  • Gap analysis
  • Prioritized action plan
  • Evidence table

Before you begin

  • Reading and copying the procedure require no terminal setup. Check requirements for any packaged programs separately.

Try this first

Read the procedure and supply its documented inputs. Use the full text in an agent app or chat that supports pasted instructions, following that host's guidance.

Limits for this step
  • Instruction package only; it does not provide or authorize an executable runtime capability.
  • Safe for analysis and planning; require human approval before changing process, governance, or live campaign workflows.
Read full instructionsHide full instructionsSKILL.md · v0.1.0

Creative Operating System Audit

When to use

Use this skill when a team asks whether its AI-assisted marketing process can produce distinctive, useful, governed creative work rather than more generic content.

Inputs required

  • Brand or client name
  • Current creative workflow
  • Brand guidelines or memory sources
  • Campaign examples or recent outputs
  • Review and approval process
  • Data and feedback sources
  • Creator or partner workflow, if any
  • Product, app, CRM, retail, commerce, or service surfaces

Workflow

  1. Map the current creative workflow from brief to launch to post-launch learning.
  2. Score seven dimensions: brand memory, cultural context, judgment/evaluation, utility, product-as-media, creator collaboration, and governance.
  3. Identify evidence for each score. Separate observed facts from assumptions.
  4. Flag gaps that create AI slop risk: generic outputs, weak memory, vague evaluation, untracked rights, missing feedback loops.
  5. Recommend a 30-day improvement plan with owner, first artifact, and success signal.

Output format

Return:

  • overall_maturity_score from 0-100
  • dimension_scores
  • evidence_table
  • top_gaps
  • 30_day_action_plan
  • risks_if_ignored
  • next_skills_to_use

Guardrails

  • Do not treat asset volume as creative maturity.
  • Do not infer governance controls without evidence.
  • Call out missing source material explicitly.
  • Keep recommendations practical and owned by real functions.
  • Separate creative judgment gaps from tooling gaps.
View file metadata
---
name: creative-operating-system-audit
description: Audit a marketing team's creative operating system: brand memory, cultural context, evaluation, product-as-media surfaces, creator workflow, feedback loops, and governance.
---

Summary sources · Catalogue metadata, skill.yaml, SKILL.md, examples/output.json · v0.1.0 · Release package

Install instruction files

These commands copy guidance into the selected runtime directories. Confirm that your agent app discovers it. Any packaged programs need separate setup and verification.

Install (Codex)

./bin/skills-hub install marketing/[email protected] --runtime codex

Install (Claude)

./bin/skills-hub install marketing/[email protected] --runtime claude

Install (Generic)

./bin/skills-hub install marketing/[email protected] --runtime generic --target ./my-agent/skills

How You Can Use This

Documentation

Resource form: Agent instructions

Read or copy the guidance. Any packaged programs have separate execution requirements and evidence.

First run: Read SKILL.md and follow the documented workflow.

Current limits

  • Instruction package only; it does not provide or authorize an executable runtime capability.
What installation and verification mean
File installation
Places package files and generated configuration in the selected directories.
Native discovery
Your agent app finds and accepts the instructions, tools or plugin registrations.
Mock execution
Exercises sample fixtures. Connected data and provider effects need a separate check.
Connected operation
Requires current configuration, provider authentication, scoped permissions and a successful operation in your intended environment.

Declared compatibility

Compatibility unknown: versions and capabilities have not been declared.

Classification: declared

Technical details and release files

Operational Summary

Execution mode: analysis-only

Approval boundary: Safe for analysis and planning; require human approval before changing process, governance, or live campaign workflows.

Review and lifecycle

Review maturity: Experimental

Security review declaration: Not declared

Lifecycle: Active

These release declarations are separate from evidence that a workflow operates in your environment.

Runtime & Dependencies

ID: marketing/creative-operating-system-audit

Tags: creative-operating-system, cannes-2026, anti-slop, brand-memory, governance

Runtimes: codex, claude, generic

Tool dependencies: 0

API dependencies: 0

Dependencies

Tools: Not documented

APIs: Not documented

Outputs

  • Creative operating system maturity score
  • Gap analysis
  • Prioritized action plan
  • Evidence table