Budget Pacing Monitor

Budget Pacing Monitor is a Data skill for Claude Code, published by aaron-he-zhu in aaron-marketing-skills.

2.6K stars347 forkson aaron-he-zhu/aaron-marketing-skillsAdded 2026/08/18+1% in starsRepository updated 2026/08/18

agent-skillsbrand-messagingbrand-narrativeclaude-codeclaude-skillscontent-optimizationcreator-marketingemail-marketinggenerative-engine-optimizationgeoinfluencer-marketingmarketingmarketing-automationorganic-socialpaid-advertisingproduct-huntproduct-launchroasseosocial-media-marketing

Install in seconds

Install Budget Pacing Monitor

Copy Budget Pacing Monitor into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/ad/scale/budget-pacing-monitor ~/.claude/skills/budget-pacing-monitor

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/aaron-he-zhu/aaron-marketing-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: ad/scale/budget-pacing-monitor/SKILL.md in aaron-he-zhu/aaron-marketing-skills
Installs to: ~/.claude/skills/budget-pacing-monitor
Collection: One of 25 skills cataloged from this repository
Category: Data — 668 skills

What Budget Pacing Monitor does

Budget Pacing Monitor reads an in-flight campaign's spend against its intended target curve and returns a pacing verdict, learning-phase status, an over/under-delivery call, and a reallocation trigger. Use it when asked to check pacing, over/under-spending, or spend spikes/stalls.

Budget Pacing Monitor is cataloged under Data on DirSkills. Budget Pacing Monitor comes from a repository tagged agent-skills, brand-messaging, brand-narrative, claude-code and claude-skills.

Documentation

README

Excerpt

Budget Pacing Monitor

Reads an in-flight campaign's spend against its intended target curve and returns a pacing verdict (On-track / Ahead / Behind / Stalled), the learning-phase status, an over/under-delivery call, and a reallocation trigger when the gap crosses a stated band. This is the in-flight S-lever watcher on the ROAS loop — distinct from budget-optimizer (which sets the initial allocation this skill monitors), bid-strategy-planner (which picks the bid strategy), and ad-account-auditor (which computes the RQS). It owns the spend curve, the pace read, and the reallocation trigger — not the number it started from and not the score.

Quick Start

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Budget Pacing Monitor

What else does aaron-he-zhu publish alongside Budget Pacing Monitor?
Budget Pacing Monitor is one of 25 skills that DirSkills catalogs from aaron-he-zhu/aaron-marketing-skills, the repository it ships in. Its siblings there include Ad Account Auditor, Ad Creative Builder and Ad Test Designer. Each one is a separate skill with its own page in this directory, installs the same way Budget Pacing Monitor does, and is maintained by aaron-he-zhu in that same repository. The rest of the collection is listed on the aaron-he-zhu/aaron-marketing-skills page.
How does Budget Pacing Monitor compare to other Data skills?
Budget Pacing Monitor ranks #305 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Budget Pacing Monitor against them. Open each page to compare what they document and how they install.