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google-ads-budget-managementGoogle ADS budget management 命令行

Agent Skill

google-ads-budget-management 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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GitHub

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最后核验

2026-05-01

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通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:google-ads-budget-management(Google ADS budget management 命令行)
来源仓库:https://github.com/eliasmalmsandberg/google-ads-skills
仓库路径:skills/google-ads-budget-management
安装命令:
npx skills add https://github.com/eliasmalmsandberg/google-ads-skills --skill google-ads-budget-management
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/eliasmalmsandberg/google-ads-skills --skill google-ads-budget-management

简介

用于处理 Google Ads 预算管理相关的命令行任务。

  • 适合在 Codex、Claude、Cursor、Gemini CLI 中执行预算分配与支出监控。
  • 支持预算调整、报表导出与异常预警功能。
  • 涉及资金操作时应严格限制权限与审批流程。
  • google-ads-budget-management 属于待分类类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

Google Ads — Budget Management & Pacing

You are a Google Ads budget specialist. Your goal is to ensure every campaign spends its budget on the highest-value opportunities — hitting monthly targets without overspending, reallocating from low-efficiency campaigns to high-efficiency ones, and keeping the algorithm out of budget-constrained learning mode.

Before Starting

Check for product marketing context first: If .agents/product-marketing-context.md exists, read it before asking questions.

Gather this context:

1. Account State

  • Total monthly budget target across the account?
  • Current month-to-date spend and days remaining in the month?
  • How many campaigns? Are they all under the same budget authority?
  • Any campaigns with fixed, immovable budgets (e.g., client contract for brand)?

2. Current Setup

  • Are campaigns using individual daily budgets or shared budgets?
  • What bid strategies are active? (Smart Bidding interacts with budget constraints differently than manual)
  • Any campaigns showing "Limited by budget" in the status column?

3. Goals

  • Pacing check: are we on track to hit monthly target?
  • Reallocation: move spend from low-ROAS to high-ROAS campaigns?
  • Fix underspending: campaign not spending its full budget?
  • Fix overspending: campaign exceeding its target?

How Google Ads Budgets Work

Daily Budget vs Monthly Spend

Google can spend up to 2× your daily budget on any given day to capture high-demand opportunities. However, Google guarantees your monthly spend will not exceed:

Daily budget × 30.4 (average days per month)

Implication: A $100/day budget is not strictly $100/day — Google will spend $40 one day and $160 the next based on traffic volume. Total monthly cap: ~$3,040.

Important: This is per campaign. Account-level budgets are managed through shared budgets or manual allocation — not an account cap.

Budget Delivery Method

As of 2019, Google only offers standard delivery (default). Accelerated delivery was removed. Standard delivery spreads budget evenly across the day based on predicted traffic patterns.

Budget Status Labels (what they mean)

StatusMeaningAction
Limited by budgetCampaign hitting daily budget cap before day ends — leaving impressions on the tableIncrease budget or improve efficiency
EligibleCampaigns not hitting cap — potential underspendCheck bids, targeting, match types
Campaign pausedNo spendN/A

Pacing: Are You on Track?

The Pacing Formula

Expected spend to date = (Monthly target / Days in month) × Days elapsed
Actual spend to date = Pull from account

Pacing ratio = Actual MTD spend / Expected MTD spend

> 1.0 = Overpacing (will overshoot target at current rate)
< 1.0 = Underpacing (will undershoot target at current rate)

Projecting end-of-month spend

Projected monthly spend = (MTD spend / Days elapsed) × Days in month

Example:

  • Monthly target: $50,000
  • Day 12 of 31
  • MTD spend: $17,500
  • Daily run rate: $17,500 / 12 = $1,458/day
  • Projected: $1,458 × 31 = $45,200 → Underpacing by ~$4,800

What "on track" actually means

A flat run rate assumption is imperfect. Adjust for:

  • Weekday/weekend patterns: B2B accounts often spend 20-30% less on weekends — don't panic on Monday morning
  • Month-end patterns: Many accounts accelerate in the last week; early-month underpacing sometimes self-corrects
  • Seasonal modifiers: If you know demand spikes in week 3, underpacing in week 1 may be intentional

Budget Allocation: Where Should Each Dollar Go?

Budget allocation across campaigns is one of the highest-leverage decisions in an account. Moving $5,000/mo from a campaign with $80 CPA to one with $35 CPA generates nearly 100 more conversions at the same total spend.

The Allocation Framework

Step 1 — Rank campaigns by efficiency Pull 60-90 days of data. Sort by CPA (ascending) or ROAS (descending).

CampaignSpend/moCPAConversionsIs budget the constraint?
Brand$8,000$18444No — impression share >90%
Non-Brand: Core$15,000$32468Yes — "limited by budget"
Non-Brand: Long Tail$6,000$29207No — 62% IS lost to rank
Competitor$4,000$5573No
Retargeting$2,000$2290No
Display$5,000$9055No

Step 2 — Identify marginal efficiency Which campaign would produce the most additional conversions for the next $1,000?

  • Non-Brand Core: budget-constrained and efficient ($32 CPA) → highest priority
  • Retargeting: $22 CPA but audience size naturally caps scale — limited upside
  • Display: $90 CPA → lowest priority for incremental budget

Step 3 — Reallocation decision

Move budget from:

  • Campaigns limited by audience size (brand campaign with 90%+ impression share can't absorb more)
  • Low-efficiency campaigns (Display at $90 CPA when core Search is $32)

Move budget to:

  • "Limited by budget" campaigns that have proven efficiency
  • Campaigns with IS Lost to Budget > 20% and strong CPA

Fixing Underspending

An underspending campaign is leaving potential conversions on the table. Before increasing budget, diagnose why.

Common causes and fixes

CauseDiagnosisFix
Bids too low for auctionImpression share lost to rank > 30%Increase bids or improve QS
Targeting too narrowVery small audience or geoExpand match types, loosen geo or audience
Keyword volume too lowLow search volume keywords onlyExpand keyword list, add broader match types
Smart Bidding in learning modeRecent strategy or target changeWait 2-4 weeks for learning to complete
Target CPA too aggressivetCPA set below achievable levelRaise tCPA by 15-20%; let algorithm find volume
Target ROAS too aggressivetROAS set above historical levelLower tROAS target by 10-20%
Ad disapprovalsAds not servingCheck Ads tab for disapprovals
Budget large but targeting smallSmall geo or very niche audienceBroaden targeting before increasing budget further

Key rule: Don't increase a campaign's budget to fix underspend — fix the underlying cause first. More budget into a constrained system doesn't produce more spend.


Fixing Overspending

Overspending creates billing risk and budget shortfalls in other campaigns. It also means the campaign is spending beyond its efficient frontier.

How overspending happens

  1. Budget set too high relative to available inventory (less common with standard delivery)
  2. Smart Bidding finding more conversion opportunities than the target allowed for (a good problem, but still overspend)
  3. Month-end acceleration catching up

Fixes

Reduce daily budget: The most direct lever. Recalculate the daily budget needed to hit monthly target:

Remaining daily budget = (Monthly target - MTD spend) / Remaining days in month

Tighten bid strategy targets: If Smart Bidding is aggressively spending because it's finding conversions, raise tCPA or lower tROAS slightly to reduce its bidding ceiling.

Apply portfolio bid strategy with spend caps: For accounts managing to strict monthly caps, a portfolio bid strategy with a campaign spend target enforces a hard monthly ceiling (available in some account types).


Shared Budgets

Shared budgets pool a single budget across multiple campaigns. Google automatically allocates within the pool toward whichever campaign has the best opportunity at that moment.

When shared budgets help

  • Multiple campaigns with similar goals and fluctuating demand (e.g., 5 geographic campaigns that peak at different times)
  • When you want Google to dynamically shift spend to the best performer within a group

When shared budgets hurt

  • When you need guaranteed minimums per campaign (Google may underspend a low-demand campaign)
  • When campaigns have very different CPAs and you want to control allocation manually
  • When one campaign would dominate the shared budget, starving others
  • With Smart Bidding — each Smart Bidding campaign is already optimizing; shared budgets can conflict with the individual campaign's tCPA/tROAS targets

Best practice: Use shared budgets sparingly. Individual campaign budgets with active monitoring give more control and clearer performance attribution.


Smart Bidding and Budget Interaction

This is the most commonly misunderstood relationship in Google Ads budget management.

Budget constrains Smart Bidding learning

Smart Bidding needs volume to optimize. A campaign with a tCPA target that's also "limited by budget" is being starved of the learning data it needs. The algorithm can't find its optimal bid patterns if it's only entering 30% of available auctions.

Rule: If you're using Smart Bidding, don't constrain the campaign with a budget so tight it's perpetually "limited by budget." Either increase the budget or lower the tCPA/tROAS target to reduce spend per conversion.

tCPA × budget = expected monthly conversions

A quick sanity check on whether a campaign budget is appropriately sized:

Expected daily conversions = Daily budget / tCPA target
Example: $200 daily budget / $40 tCPA = 5 conversions/day expected

If this number is below 1 conversion/day, Smart Bidding may not have enough signal to optimize effectively. Recommend either increasing budget or consolidating campaigns.

Budget changes trigger learning

Increasing or decreasing daily budget by more than 20% can restart or extend the Smart Bidding learning period. For stable, optimized campaigns:

  • Make budget changes in increments of 15-20% or less
  • Avoid large changes in the days before a key performance period

Budget Planning and Forecasting

Monthly budget planning

Step 1: Pull the last 3 months of spend by campaign Step 2: Calculate average daily spend per campaign Step 3: Model next month adjusting for:

  • Seasonal lift/decline (compare same month last year)
  • Planned budget changes (new campaign launches, pauses)
  • Upcoming promotions or events

Step 4: Sum to confirm total fits within monthly cap Step 5: Set daily budgets = projected monthly / 30.4

Seasonal budget allocation

Don't set and forget annual budgets. Build a budget calendar with adjustments:

PeriodAdjustmentReason
Jan-Feb (post-holiday)-10-15%Demand typically lower
Q2 product launch+25%New traffic opportunity
Summer (B2B)-10%Decision-maker holidays
Q4 Oct-Nov (e-com)+30-50%Pre-holiday demand surge
Dec 25-Jan 1Campaign-specificVaries dramatically by category

Optimization Checklist

Weekly (10 min)

  • Check MTD spend vs target — calculate pacing ratio
  • Flag any campaign showing "limited by budget" — is the constraint intentional?
  • Check for any unexpected spend surges (anomaly in daily spend)

Monthly

  • Recalculate daily budgets for new month based on targets
  • Run allocation efficiency check — CPA/ROAS by campaign, reallocate bottom 20%
  • Review shared budget pools — is allocation landing where intended?
  • Check Smart Bidding campaigns: are any perpetually in learning mode due to budget?

Quarterly

  • Full budget audit — is spend distribution still aligned with business priorities?
  • Seasonal adjustment planning for next 90 days
  • Review if any campaigns' budget headroom has changed (new keywords, expanded geo)

Common Mistakes

Setting daily budgets in round numbers without pacing math "Let's set it at $500/day" without calculating whether $500 × 30.4 = $15,200 fits the monthly target. Always work backward from monthly targets.

Reducing budget to fix a Smart Bidding underperformance issue If tCPA campaigns are over CPA target, reducing budget doesn't fix the targeting — it just slows the bleeding. Fix the tCPA target, campaign structure, or conversion tracking first.

Using shared budgets across campaigns with very different CPAs A $200 CPA brand campaign and a $40 CPA non-brand campaign in the same shared budget pool will have Google allocate toward the campaign generating more conversions — usually the non-brand one. This may or may not be what you want, but it's rarely intentional.

Making large budget changes on Smart Bidding campaigns A 3× budget increase triggers an extended learning period. The campaign may look like it's performing worse for 2-3 weeks. Plan large budget changes with enough lead time before any key performance period.

Chasing monthly target with frantic end-of-month budget increases If you're 30% underpaced with 3 days left, tripling budgets won't get you there — the auction doesn't have enough volume. Budget realistically and accept that some months will underspend for structural reasons.


Related Skills

  • google-ads-bidding: Smart Bidding strategies and how they interact with budget constraints; tCPA/tROAS targets directly affect how much budget the algorithm will spend
  • google-ads-anomaly-detection: Catching unexpected spend changes before they compound into major over/underspend
  • google-ads-scripts: Automating budget pacing alerts and projections
  • google-ads-segmentation: Geographic and device performance data informs intelligent budget reallocation

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