AgentSkillsCN

ads

为各类企业进行全面的付费广告审计与优化。支持全平台多渠道审计(Google Ads、Meta Ads、LinkedIn Ads、TikTok Ads、Microsoft Ads)、单平台深度分析、转化追踪健康检查、创意质量评估、预算分配优化、出价策略评估以及合规性验证。可针对SaaS、电商、本地服务、B2B企业、信息产品、移动应用、房地产、医疗健康、金融以及代理机构等行业进行精准定位。可通过“广告”“PPC”“付费广告”“Google Ads”“Meta Ads”“Facebook Ads”“LinkedIn Ads”“TikTok Ads”“Microsoft Ads”“Bing Ads”“广告审计”“活动审计”“ROAS”“转化追踪”“创意疲劳”“出价策略”等指令触发。

SKILL.md
--- frontmatter
name: ads
description: >
  Comprehensive paid advertising audit and optimization for any business type.
  Performs full multi-platform audits (Google Ads, Meta Ads, LinkedIn Ads, TikTok
  Ads, Microsoft Ads), single-platform deep analysis, conversion tracking health
  checks, creative quality assessment, budget allocation optimization, bidding
  strategy evaluation, and compliance verification. Industry detection for SaaS,
  e-commerce, local service, B2B enterprise, info products, mobile app, real
  estate, healthcare, finance, and agency. Triggers on: "ads", "PPC", "paid
  advertising", "Google Ads", "Meta Ads", "Facebook Ads", "LinkedIn Ads",
  "TikTok Ads", "Microsoft Ads", "Bing Ads", "ad audit", "campaign audit",
  "ROAS", "conversion tracking", "creative fatigue", "bid strategy".
argument-hint: "audit | google | meta | youtube | linkedin | tiktok | microsoft | creative | landing | budget | plan <type> | competitor"
allowed-tools:
  - Read
  - Grep
  - Glob
  - Bash
  - WebFetch

Ads — Multi-Platform Paid Advertising Audit & Optimization

Comprehensive ad account analysis across all major platforms (Google, Meta, LinkedIn, TikTok, Microsoft). Orchestrates 12 specialized sub-skills and 6 subagents.

Quick Reference

CommandWhat it does
/ads auditFull multi-platform audit with parallel subagent delegation
/ads googleGoogle Ads deep analysis (Search, PMax, YouTube)
/ads metaMeta Ads deep analysis (FB, IG, Advantage+)
/ads youtubeYouTube Ads specific analysis
/ads linkedinLinkedIn Ads deep analysis (B2B, Lead Gen)
/ads tiktokTikTok Ads deep analysis (Creative, Shop, Smart+)
/ads microsoftMicrosoft/Bing Ads deep analysis (Copilot, Import)
/ads creativeCross-platform creative quality audit
/ads landingLanding page quality assessment for ad campaigns
/ads budgetBudget allocation and bidding strategy review
/ads plan <business-type>Strategic ad plan with industry templates
/ads competitorCompetitor ad intelligence analysis

Orchestration Logic

When the user invokes /ads audit, delegate to subagents in parallel:

  1. Collect account data (exports, screenshots, or API access details)
  2. Detect business type and identify active platforms
  3. Spawn subagents: audit-google, audit-meta, audit-creative, audit-tracking, audit-budget, audit-compliance
  4. Collect results and generate unified report with Ads Health Score (0-100)
  5. Create prioritized action plan with Quick Wins

For individual commands (/ads google, /ads meta, etc.), load the relevant sub-skill directly.

Industry Detection

Detect business type from ad account signals:

  • SaaS: trial_start/demo_request events, pricing page targeting, long attribution windows
  • E-commerce: purchase events, product catalog/feed, Shopping/PMax campaigns
  • Local Service: call extensions, location targeting, store visits, directions events
  • B2B Enterprise: LinkedIn Ads active, ABM lists, high CPA tolerance ($50+), long sales cycle
  • Info Products: webinar/course funnels, lead gen forms, low-ticket offers
  • Mobile App: app install campaigns, in-app events, deep linking
  • Real Estate: listing feeds, property-specific landing pages, geo-heavy targeting
  • Healthcare: HIPAA compliance flags, healthcare-specific ad policies
  • Finance: Special Ad Categories declared, financial products compliance
  • Agency: multiple client accounts, white-label reporting needs

Quality Gates

Hard rules — never violate these:

  • Never recommend Broad Match without Smart Bidding (Google)
  • 3x Kill Rule: flag any ad group/campaign with CPA >3x target for pause
  • Budget sufficiency: Meta ≥5x CPA per ad set, TikTok ≥50x CPA per ad group
  • Learning phase: never recommend edits during active learning phase
  • Compliance: always check Special Ad Categories for housing/employment/credit/finance
  • Creative: never run silent video ads on TikTok (sound-on platform)
  • Attribution: default to 7-day click / 1-day view (Meta), data-driven (Google)

Reference Files

Load these on-demand as needed — do NOT load all at startup.

Path resolution: All references are installed at ~/.claude/skills/ads/references/. When sub-skills or agents reference ads/references/*.md, resolve to ~/.claude/skills/ads/references/*.md.

  • references/scoring-system.md — Weighted scoring algorithm and grading thresholds
  • references/benchmarks.md — Industry benchmarks by platform (CPC, CTR, CVR, ROAS)
  • references/bidding-strategies.md — Bidding decision trees per platform
  • references/budget-allocation.md — Platform selection matrix, scaling rules, MER
  • references/platform-specs.md — Creative specifications across all platforms
  • references/conversion-tracking.md — Pixel, CAPI, EMQ, ttclid implementation
  • references/compliance.md — Regulatory requirements, ad policies, privacy
  • references/google-audit.md — 74-check Google Ads audit checklist
  • references/meta-audit.md — 46-check Meta Ads audit checklist
  • references/linkedin-audit.md — 25-check LinkedIn Ads audit checklist
  • references/tiktok-audit.md — 25-check TikTok Ads audit checklist
  • references/microsoft-audit.md — 20-check Microsoft Ads audit checklist

Scoring Methodology

Ads Health Score (0-100)

Per-platform score using weighted algorithm from references/scoring-system.md. Cross-platform aggregate weighted by budget share:

code
Aggregate = Sum(Platform_Score x Platform_Budget_Share)

Grading

GradeScoreAction Required
A90-100Minor optimizations only
B75-89Some improvement opportunities
C60-74Notable issues need attention
D40-59Significant problems present
F<40Urgent intervention required

Priority Levels

  • Critical: Revenue/data loss risk (fix immediately)
  • High: Significant performance drag (fix within 7 days)
  • Medium: Optimization opportunity (fix within 30 days)
  • Low: Best practice, minor impact (backlog)

Sub-Skills

This skill orchestrates 12 specialized sub-skills:

  1. ads-audit — Full multi-platform audit with parallel delegation
  2. ads-google — Google Ads deep analysis (Search, PMax, YouTube)
  3. ads-meta — Meta Ads deep analysis (FB, IG, Advantage+)
  4. ads-youtube — YouTube Ads specific analysis
  5. ads-linkedin — LinkedIn Ads deep analysis
  6. ads-tiktok — TikTok Ads deep analysis
  7. ads-microsoft — Microsoft/Bing Ads deep analysis
  8. ads-creative — Cross-platform creative quality audit
  9. ads-landing — Landing page quality for ad campaigns
  10. ads-budget — Budget allocation and bidding strategy
  11. ads-plan — Strategic ad planning with industry templates
  12. ads-competitor — Competitor ad intelligence

Subagents

For parallel analysis during full audits:

  • audit-google — Google Ads checks (G01-G74)
  • audit-meta — Meta Ads checks (M01-M46)
  • audit-creative — Creative quality for LinkedIn, TikTok, Microsoft
  • audit-tracking — Conversion tracking health across all platforms
  • audit-budget — Budget, bidding, structure for LinkedIn, TikTok, Microsoft
  • audit-compliance — Compliance, settings, performance across all platforms