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Ads composite — audit campaigns, create ad copy, optimize bids, and report performance with persistent campaign memory. Replaces 20 fragmented ads skills.
ProductionOS — dual-target AI engineering operating system for repo-wide audits, upgrade plans, code reviews, strategic product reviews, security sweeps, UX audits, and recursive quality improvement.
ProductionOS — dual-target AI engineering operating system for repo-wide audits, upgrade plans, code reviews, strategic product reviews, security sweeps, UX audits, and recursive quality improvement.
Build composite — brainstorm, plan, implement, and test with project memory. Replaces 6 fragmented build skills.
Content composite — strategy, writing, audit, and refresh with brand voice memory. Replaces 10 fragmented content skills.
Debug composite — reproduce, hypothesize, test, fix with bug pattern memory. Replaces 4 debug skills.
Frontend composite — UI audit, design system upgrade, and UX analysis with design token memory. Replaces 10 frontend skills.
| name | pos-ads |
| description | Ads composite — audit campaigns, create ad copy, optimize bids, and report performance with persistent campaign memory. Replaces 20 fragmented ads skills. |
| argument-hint | [audit|create|optimize|report] [platform or campaign] |
Ads composite — audit campaigns, create ad copy, optimize bids, and report performance with persistent campaign memory. Replaces 20 fragmented ads skills.
Replaces: ads-apple, ads-audit, ads-budget, ads-competitor, ads-create, ads-creative, ads-dna, ads-generate, ads-google, ads-landing, ads-linkedin, ads-meta, ads-microsoft, ads-photoshoot, ads-plan, ads-tiktok, ads-youtube, unified-ads, paid-ads, competitive-ads-extractor
| Action | What |
|---|---|
audit [platform] | Audit campaign performance across platforms |
create [type] | Generate ad copy, creatives, and landing page concepts |
optimize | Budget reallocation and bid optimization recommendations |
report | Cross-platform performance report with ROI analysis |
~/.productionos/domains/pos-ads/sub-skills/{action}.mdevaluation/rubric.yml, update memoryStored at ~/.productionos/domains/pos-ads/:
profile.yml (platforms, budgets, audiences, goals), campaign-history.jsonl (past campaigns with metrics), creative-bank.jsonl (tested ad copy and results), learnings.jsonl
| Parameter | Values | Default | Description |
|---|---|---|---|
action | audit, create, optimize, report | audit | Sub-skill to run |
target | path, URL, or description | required | What to operate on |