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Zhongwei Li
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name: assess-performance
description: Consolidates paid channel metrics, diagnoses issues, and recommends optimizations.
usage: /paid-media:assess-performance --window 14d --channels "LinkedIn,Meta,Google" --kpis "cpl,pipeline"
---
# Command: assess-performance
## Inputs
- **window** reporting range (7d, 14d, 30d, custom).
- **channels** comma-separated list of platforms.
- **kpis** e.g., cpl, cac, roi, pipeline, ltv.
- **benchmarks** optional JSON of target metrics.
- **experiments** optional list of running tests.
## Workflow
1. **Data Aggregation** pull spend, delivery, conversion data from named channels + warehouse; normalize naming convention.
2. **Quality Checks** confirm attribution windows, conversion dedupe, budget pacing.
3. **Insight Generation** highlight drivers (audience, creative, placement) and anomalies.
4. **Optimization Plan** propose budget shifts, bid/budget tweaks, creative refreshes, or experiment priorities.
5. **Communication** craft TL;DR + recommended actions for stakeholders.
## Outputs
- Performance summary table + narrative insights.
- Action plan with owners, deadlines, projected impact.
- Updated experiment log with status and next steps.
## Agent/Skill Invocations
- `performance-analyst` analyzes data and crafts insights.
- `budget-optimization` skill ensures rational reallocations.
- `campaign-architecture` skill checks funnel/touch coverage before changes.
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name: design-campaign
description: Builds a paid media campaign plan across channels with targeting, creative, budget, and experiment structure.
usage: /paid-media:design-campaign --goal pipeline --budget 50000 --channels "LinkedIn,Meta,Google"
---
# Command: design-campaign
## Inputs
- **goal** pipeline, revenue, awareness, lead gen, PLG activation, etc.
- **budget** total spend available.
- **channels** comma-separated list of platforms.
- **audiences** optional persona or account segments.
- **timeline** flight dates or campaign length.
## Workflow
1. **Brief Analysis** clarify KPIs, attribution, constraints.
2. **Audience & Offer Mapping** align personas/offers to channels and creative formats.
3. **Channel Plan** allocate spend by channel/ad set, define bidding/optimization events.
4. **Creative & Experiment Plan** propose hooks, asset needs, tests per channel.
5. **Measurement** specify tracking setup, dashboards, guardrail metrics, post-launch review cadence.
## Outputs
- Campaign plan deck/table with budgets, targeting, messaging.
- Creative brief + asset checklist.
- Experiment backlog + KPI targets.
## Agent/Skill Invocations
- `media-strategist` leads planning.
- `campaign-architecture` skill enforces funnel/channel best practices.
- `creative-variants` skill recommends asset variations.
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commands/launch-ads.md Normal file
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---
name: launch-ads
description: Produces platform-specific build instructions, QA steps, and tracking requirements for new paid campaigns.
usage: /paid-media:launch-ads --campaign "AI launch" --platforms "LinkedIn,Meta" --qa true
---
# Command: launch-ads
## Inputs
- **campaign** reference name or brief ID.
- **platforms** comma-separated platforms to build in.
- **qa** include full QA + evidence log (default true).
- **assets** optional asset filenames/URLs.
- **utm_template** custom tracking template if needed.
## Workflow
1. **Brief Sync** pull targeting, budgets, bids, flight dates.
2. **Platform Mapping** convert targeting + creative into platform-specific objects (campaign/ad set/ad group).
3. **Build Checklist** steps for naming, audiences, placements, bidding, daily caps, exclusions, tracking pixels.
4. **QA Matrix** links, policy compliance, creative previews, tracking tests, custom conversions.
5. **Launch Plan** pre-flight approvals, go-live time, monitoring windows, escalation contacts.
## Outputs
- Platform build guide with copy-paste configs.
- QA checklist and evidence log template.
- Launch runbook including monitoring tasks + owner assignments.
## Agent/Skill Invocations
- `channel-operator` handles builds + QA evidence.
- `creative-variants` skill verifies asset specs.
- `data-orchestrator` (from marketing automation) or `budget-optimization` skill ensures budgets + pacing guardrails (optional cross-plugin reference).
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