| 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] |
pos-ads
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
Actions
| 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 |
Routing
- Parse action from first argument
- Load domain memory from
~/.productionos/domains/pos-ads/
- If first run: auto-detect project context, create profile
- Dispatch to
sub-skills/{action}.md
- Score against
evaluation/rubric.yml, update memory
Domain Memory
Stored 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
Inputs
| Parameter | Values | Default | Description |
|---|
action | audit, create, optimize, report | audit | Sub-skill to run |
target | path, URL, or description | required | What to operate on |
Guardrails
- Memory is append-only. Never delete history.
- Every action scored against rubric. No silent completion.
- Profile is user-controlled. Never change without asking.
- Evidence required. No fabricated metrics or claims.
- Learn from history. Compare current output to past executions.
