skills/pos-ads/SKILL.md
Ads composite — audit campaigns, create ad copy, optimize bids, and report performance with persistent campaign memory. Replaces 20 fragmented ads skills.
npx skillsauth add ShaheerKhawaja/ProductionOS pos-adsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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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.
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 |
tools
Implementation planning workflow that turns approved ideas into dependency-aware execution plans.
development
Local RAG and Graph RAG over the SecondBrain wiki vault. Progressive context loading (hot cache -> index -> domain -> entity). Graph traversal via wikilink resolution. Use when agents need cross-project context, when answering questions that span multiple domains, or when building context for planning tasks. Triggers on: "wiki context", "cross-project context", "what do we know about", "check the wiki", "graph context", "/wiki-rag".
devops
UX improvement pipeline — creates user stories from UI guidelines, maps user journeys, identifies friction, dispatches fix agents. The user-experience equivalent of /production-upgrade.
development
Test-driven development workflow that writes failing tests first, implements minimally, and refactors safely.