creative-iteration-playbook（创意迭代剧本）

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.

1. 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.

1. 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.