360 Secure SkillHub
360 安全技能中心

Meta Ads Healthcheck

面向 Meta 广告投放的按需健康检查技能:通过 Meta Marketing API 拉取广告系列与广告组当日及近 7 天数据,按绿/黄/红阈值评估投放、单次成效费用、频次、学习期与点击率,区分正常波动与真实异常,输出按优先级排序的状态报告;不做深度诊断与优化建议。

elias-didoo
elias-didoo
热度 16.36
最近更新 2026-04-15 03:31:49
分类:营销依赖:第三方 API / 内部调用大模型应用场景:市场分析 / 报告撰写

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add didooai-meta-ads-healthcheck
Metadata
name
meta-ads-healthcheck
description
[Didoo AI] Fast on-demand campaign status check — answers "are my ads working?" using Green/Yellow/Red thresholds. For daily routine monitoring, use meta-ads-daily-pulse instead.

Required Credentials

Credential Where to Get Used For
META_ACCESS_TOKEN Meta Developer Console → Graph API Explorer → Generate Token Fetching campaign and adset data
META_AD_ACCOUNT_ID Ads Manager URL: adsmanager.facebook.com/act_XXXXXXXXX Identifying which account to query

When to Use

When user wants a quick "are my ads working?" check — not a deep diagnostic, just a status update. Use before a meeting, or any time something feels off.

meta-ads-healthcheck meta-ads-daily-pulse
Primary question "Is this campaign healthy or not?" "Did anything change vs. last week?"
Comparison basis Fixed Green/Yellow/Red thresholds Same day of prior week (WoW)
Best for On-demand check when something feels wrong; meeting prep Daily routine, morning scan
Output style Campaign-by-campaign status report Change alerts ranked by revenue impact

Step 1: Get the Basics

Pull the user's Meta Ads data for today and the past 7 days:

  • Campaign name, status, spend
  • Results, cost per result
  • CTR, frequency
  • Any alerts or issues (delivery low, learning limited, paused)

Use Meta Marketing API to fetch campaign and adset level data.


Step 2: Traffic Light Assessment

Score each campaign as Green / Yellow / Red:

Signal Green Yellow Red
Delivery Spending normally < 80% of budget < 50% or zero
Cost per result At or below target 10–30% above target (and variance is normal) 30%+ above target and sustained (not just a spike)
Frequency < 3 3–4 > 4
Learning Out of learning In learning (< 7 days) Stuck in learning
CTR > 1% 0.5–1% < 0.5%

Step 3: Check for Normal Performance Fluctuations

Before flagging a campaign as Yellow or Red, confirm it's not normal fluctuation.

Normal fluctuation — monitor only:

  • CPA is bouncing around day-to-day (up to ±30%) but the rolling average is stable — this is normal Meta Ads volatility, not a problem
  • Weekend vs. weekday differences
  • Gradual changes over weeks
  • Variation while in Learning Phase

Concerning — investigate today:

  • CPA average has shifted up and stayed there for 3+ consecutive days (not just a one-day spike) — this is a real trend, not fluctuation
  • Delivery dropping to near zero with no budget change
  • Conversion rate declining while spend increases
  • Performance degradation after a recent edit

Before diagnosing problems, ask:

  1. Is the ad set still in Learning Phase? (if yes, delay judgment — data is unstable)
  2. What's the baseline for normal variation for this campaign?
  3. Are there external factors — seasonality, competitor activity, or platform changes?
  4. Is sample size sufficient? (typically need 7+ days of data for stable ad sets)

Step 4: Surface Key Issues

For each Yellow or Red campaign, identify:

  • What is the specific problem?
  • How urgent is it? (Needs attention today / this week / monitor)
  • What likely caused it?

Creative Refresh Trigger — Frequency > 3: When frequency reaches 3 or higher, flag the campaign as "Creative Refresh Needed": "Campaign [X] has frequency at [N] — audience is seeing the same ads too often. This typically causes CTR to drop and CPL to rise. Creative refresh is indicated."

Note: When this flag appears, the appropriate next step is meta-ads-recommendation — it will prescribe the specific creative refresh action based on the full analysis context. Do not trigger meta-ads-builder directly from this skill.


Step 5: Quick Output

Overall Status: [N] campaigns running | [N] Green | [N] Yellow | [N] Red

For each Red/Yellow campaign:
- Campaign name
- Status: [Issue]
- Spend / Results / CPL
- What happened (1 sentence)
- Suggested focus area (1 sentence)

Everything else: brief healthy summary.

Priority Sort — What to Check First

When you have 10+ active campaigns:

  1. Red campaigns with spend > $50/day → Check today
  2. Yellow campaigns where CPL is 20%+ above target → Check today
  3. New campaigns (< 7 days, still in Learning) → Flag as "Learning Phase — Do Not Judge Yet"
  4. Green campaigns → Review weekly

When to Escalate

  • If the health check surfaces a real problem: suggest meta-ads-analysis for a full diagnostic
  • For daily routine monitoring: suggest meta-ads-daily-pulse instead

Skill Boundary

  • This is a quick scan, not a deep diagnostic — don't draw conclusions beyond what's clearly broken or healthy
  • Do not make optimization recommendations in this skill — that's meta-ads-recommendation's job
  • Do not re-fetch data if it was recently pulled in the same session