Scaling skills: 3 playbooks
Growing spend without wrecking efficiency. These are the playbooks the VigilDog Ads MCP hands to Claude when you ask about scaling: plain markdown SKILL.md files with the purpose, when to use it, the procedure, and the checks that tell you it worked. Download the pack (11 KB), or any single playbook below.
Download the skillsNo email required · yours to edit and re-brand
- Diagnose and Exit Learning Limited
- Scale Budget Vertically Without Resetting Learning
- Scale Horizontally with Duplication and New Audiences
Every playbook in this pack
3 files. Take one, or take the pack.
Plain markdown. Each one opens in any editor, pastes into any chat, and loads into any MCP client as a SKILL.md.
- exit-learning-limited.md · 8 KBDiagnose and Exit Learning Limited
Diagnoses why a specific ad set is stuck in Learning Limited, structurally unable to reach ~50 optimization events within 7 days, by checking, in order, recent edit churn, budget floor (daily_budget x 7 / target…
- scale-budget-vertically.md · 8 KBScale Budget Vertically Without Resetting Learning
Grows spend on a proven, already-performing campaign or ad set by raising budget in controlled 10-20% increments every ~2-3 days, so the increase never crosses Meta's significant-edit threshold and re-triggers learning…
- scale-horizontally-with-duplication.md · 8 KBScale Horizontally with Duplication and New Audiences
Grows total spend by duplicating a winning ad set into a new audience, geo, lookalike percentage, or creative concept instead of forcing more budget through an already-saturated cell, the move for when…
Let Claude run these for you.
The VigilDog Ads MCP ships every one of these playbooks as a tool Claude can call, with a dry-run and an approval in front of every change.
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