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creative-iteration-playbook skill

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/plugins/social-media-marketing/skills/creative-iteration-playbook

This skill helps teams refresh and scale social creative tests by framing briefs, tracking experiments, and standardizing learnings across channels.

npx playbooks add skill gtmagents/gtm-agents --skill creative-iteration-playbook

Review the files below or copy the command above to add this skill to your agents.

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SKILL.md

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---
name: creative-iteration-playbook
description: Framework for briefing, testing, and scaling social creative variations.
---

# Creative Iteration Playbook Skill

## When to Use
- Refreshing creative fatigued campaigns.
- Coordinating rapid creative experiments across paid + organic teams.
- Documenting learnings with reusable creative formulas.

## Framework
1. **Creative Brief Template** – hook, CTA, proof, editing guidelines, mandatory/legal notes.
2. **Testing Matrix** – map variables (concept, format, CTA, length, hook) across channels.
3. **Production Workflow** – intake → concept → script/copy → edit → QA → publish.
4. **Measurement & Tagging** – UTM/tag schema, performance scoreboard, insights log.
5. **Scaling Guidelines** – roll-out thresholds, localization, evergreen library updates.

## Templates
- Single-slide creative brief + checklist.
- Experiment tracker w/ hypotheses, variants, outcomes, next steps.
- Evergreen asset library structure with tagging conventions.
- **GTM Agents Hook/CTA Library** – per-channel prompt bank pulled from GTM Agents Social Media Manager playbooks @puerto/README.md#183-212.
- **Runbook for Paid + Organic Sync** – outlines Monday creative standup, Wednesday QA, Friday results readout.
- **Guardrail Sheet** – min engagement/CVR per channel before pausing or pivoting.

## Tips
- Pair qualitative notes (comments, watch time) with quantitative metrics.
- Rotate creators and formats to avoid burnout and discover new winners.
- Use with `build-social-calendar` and `campaign-optimization-manager` workflows.
- Define success + kill thresholds before launching (e.g., CTR ≥1.5% for X, hook retention ≥35% on Reels).
- Mirror GTM Agents escalation tree: Social Strategist → Marketing Director → Comms lead within 15 mins if sentiment spikes negative.
- Keep Serena + Playwright handy for rapid landing page tweaks + visual QA.

## GTM Agents Creative Iteration Overlay
1. **Cadence**
   - Monday: backlog grooming + prioritization (use hook library to seed briefs).
   - Tuesday/Wednesday: production + QA (Pair design + copy pods, run Playwright visual checks).
   - Thursday: launch + monitor guardrails in near real-time.
   - Friday: learning sync → update evergreen library + share top performers in Weekly Packet.
2. **Guardrail Actions**
   - If two variants miss guardrails consecutively, trigger Sequential Thinking mini-RCA.
   - Pause paid boosts if CPA worsens >20% vs baseline; notify Growth + RevOps.
3. **Insight Logging**
   - Capture quote-sized "formula" (hook + format + CTA) for each winning asset; store with metrics + reuse plan.

## Tool Hooks
- **Serena** – patch landing page snippets or marketing automation flows referenced in creative tests.
- **Context7** – pull latest platform best-practice docs (LinkedIn ads specs, TikTok ratios) without leaving Claude.
- **Sequential Thinking** – facilitate post-test retros and iteration hypotheses.
- **Playwright** – automate screenshot packs for creative QA and stakeholder review.

---

Overview

This skill is a production-ready playbook for briefing, testing, and scaling social creative variations. It standardizes creative briefs, testing matrices, production workflows, measurement, and scaling rules so teams can iterate quickly and reliably. The playbook is designed to reduce creative fatigue, speed experiments across paid and organic channels, and capture reusable creative formulas.

How this skill works

The skill provides templates and a step-by-step framework: brief → test matrix → production → QA → measure → scale. It enforces tagging and UTM conventions, guardrail thresholds, and a cadence for cross-team syncs so experiments are observable and repeatable. Integrations with visual QA and context tools automate landing checks, platform specs, and retrospective facilitation.

When to use it

Refreshing creative on fatigued campaigns
Running rapid experiments across paid and organic channels
Building a repeatable creative production cadence
Documenting learnings and reusable creative formulas
Scaling winning creative with localization and evergreen libraries

Best practices

Use the single-slide brief to capture hook, CTA, proof, and mandatory notes before production
Map variables in a testing matrix: concept, format, hook, CTA, length, and channel
Define success and kill thresholds up front (e.g., CTR or hook retention) and apply guardrail actions
Pair quantitative metrics with qualitative notes like watch time and comments
Rotate creators and formats to avoid burnout and surface new winning combinations
Log concise “formula” entries (hook + format + CTA) for each winner, with metrics and reuse plan

Example use cases

Kick off a week-long creative sprint using the Monday/Friday cadence to seed briefs and capture learnings
Coordinate paid boosts and organic pulls with guardrails to pause or scale based on CPA and engagement
Run multi-variant experiments across Reels, Stories, and LinkedIn with a shared experiment tracker and hypotheses
Rapidly patch landing page copy or flows during a campaign using the Serena integration and visual QA
Create an evergreen asset library with tagging conventions and reuse plans for localization

FAQ

What do I do if two variants miss guardrails?

Trigger the Sequential Thinking mini-RCA, document hypotheses, and re-prioritize the backlog for a re-test or pivot.

How are winners captured for scaling?

Save a short formula (hook + format + CTA) with performance metrics, tag in the evergreen library, and follow roll-out thresholds for localization and paid scaling.