Lanbow Ads
name: lanbow-ads
by danyangliu-sandwichlab · published 2026-03-22
$ claw add gh:danyangliu-sandwichlab/danyangliu-sandwichlab-lanbow-ads---
name: lanbow-ads
description: Lanbow Ads control skill for ad campaign management and optimization across Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Amazon Ads, Shopify Ads, and DSP/programmatic.
---
# Lanbow Ads
Purpose
Core mission:
When To Trigger
Use this skill when the user asks for:
High-signal keywords:
Input Contract
Required:
Optional:
Output Contract
1. Campaign Action Plan
2. Bidding and Budget Policy
3. AB Test and Scale Model
4. Monitoring and Alert Plan
5. Operator Handoff Checklist
Workflow
1. Normalize objective and KPI constraints.
2. Evaluate channel readiness and structure quality.
3. Produce bid and allocation actions.
4. Attach testing and scaling rules.
5. Return monitoring triggers and operator checklist.
Decision Rules
Platform Notes
Primary scope:
Platform behavior guidance:
Constraints And Guardrails
Failure Handling And Escalation
Code Examples
Campaign Control Spec
objective: improve_roas
channels: [Meta, GoogleAds, TikTokAds]
budget_mode: staged_scale
cpa_ceiling: 42
roas_floor: 2.5
Alert Trigger Rule
if roas_drop_pct > 20 and spend_up_pct > 25:
severity: high
action: cap_budget_and_notify
Examples
Example 1: Launch and stabilize
Input:
Output focus:
Example 2: Scale after validation
Input:
Output focus:
Example 3: Cross-channel anomaly
Input:
Output focus:
Quality Checklist
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