budget-optimization SKILL.md skillA
budget-optimization from gtmagents/gtm-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gtmagents/gtm-agents/budget-optimization@git:20251119.8c446bfPins git:20251119.8c446bf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- gtmagents/gtm-agents
- Path
plugins/paid-media/skills/budget-optimization/SKILL.md- Versions recorded
- 1
- Latest version
- git:20251119.8c446bf, committed Nov 19, 2025
- Size
- 1,387 bytes
- Repository stars
- 436
- License
- Apache-2.0
Use when reallocating spend across channels/ad sets or setting guardrails.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Budget Optimization & Pacing Skill ## When to Use - Weekly/monthly budget reviews. - Mid-flight adjustments after performance shifts. - Preparing reforecast scenarios for finance. ## Framework 1. **Reference Plan** – planned vs actual spend, CPA/CPL, pipeline, ROAS. 2. **Efficiency Bands** – thresholds for pulling back or scaling (e.g., ±20% vs target CPA). 3. **Scenario Modeling** – reallocate budget to best-performing ad sets while respecting learning phase minimums. 4. **Guardrails** – set daily caps, alerts, and auto rules for overspend or underdelivery. ## Checklist - Align reporting windows with attribution (24h, 7d click, 28d view if available). - Confirm finance approvals before large shifts. - Document rationale for every reallocation. - Update forecast + capacity plans (e.g., SDR follow-up) when pipeline mix changes. ## Templates - Budget tracker spreadsheet (plan vs actual vs forecast). - Scenario calculator (impact of shifting X% spend). - Alert configuration guide (platform and BI tools). ## Tips - Reserve 5–10% of spend for rapid experiments. - Keep retargeting budgets proportional to audience size to avoid fatigue. …
Read the whole file at its exact version.
How to install
mdr add gtmagents/gtm-agents/budget-optimization@sha256:7da6234606971485The line at the top of this page pins the label git:20251119.8c446bf, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7q622jgphwtaaney)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 19, 2025.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1387 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
gtmagents/gtm-agents · 436 stars · license Apache-2.0 · pushed 2026-04-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7q622jgphwtaaney GET https://markdownregistry.com/api/v1/resolve?ref=gtmagents/gtm-agents/budget-optimization GET https://markdownregistry.com/api/v1/blob/7da62346069714858f125b36e61674d54fd67d88405b8b906d7d5017626040f5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.