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ad-agent-orchestrator

ad-agent-orchestrator is a skill for Claude Code, Codex from krusemediallc/cursor-ad-agent. It costs 87 tokens per session (3,272 once invoked), scanned A, original, MIT.

A workflow for creating and managing Meta advertising campaigns, including competitor research, ad concepts, generated media, human-approved copy, and paused deployment.

In plain words
What is it for?
Use it to research competitors, create and review test ads, deploy them paused, activate approved campaigns, and perform limited performance reviews.
Why use it?
It adds approval checkpoints and keeps campaigns paused until someone explicitly activates them, reducing the risk of unapproved ad spend or changes.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python3 skills/human-ad-copy/scripts/validate_copy.py "$COPY_FILE".

not rated 11repo 3mo ago A scan 87 tokens original MIT

Good fit Use it to research competitors, create and review test ads, deploy them paused, activate approved campaigns, and perform limited performance reviews.

Compare 6 skills from other repositories ↓
View source ↗ krusemediallc/cursor-ad-agent skool.com
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/krusemediallc/cursor-ad-agent
agentmods
npx agentmods add skills/krusemediallc/cursor-ad-agent/ad-agent-orchestrator

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ad-agent-orchestrator

README.md
[![agentmods](https://agentmods.dev/badge/skills/krusemediallc/cursor-ad-agent/ad-agent-orchestrator/github.svg)](https://agentmods.dev/skills/krusemediallc/cursor-ad-agent/ad-agent-orchestrator)
Your own site
<a href="https://agentmods.dev/skills/krusemediallc/cursor-ad-agent/ad-agent-orchestrator"><img src="https://agentmods.dev/badge/skills/krusemediallc/cursor-ad-agent/ad-agent-orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ad-agent-orchestrator

Your own site · 80×15
<a href="https://agentmods.dev/skills/krusemediallc/cursor-ad-agent/ad-agent-orchestrator"><img src="https://agentmods.dev/badge/skills/krusemediallc/cursor-ad-agent/ad-agent-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,272 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00087 $0.03272
Opus 5.5 $0.00035 $0.01309
Sonnet 5.5 $0.00017 $0.00654
Haiku 4.5 $0.00009 $0.00327

Measured 2mo ago against content hash e1191f157fd2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ad-agent-orchestrator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/gate_receipt.py, tests/test_gate_receipt.py, tests/test_skill_contract.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/ad-agent-orchestrator/SKILL.md · 272 lines

How it starts

The opening of the file, as written. The whole thing — 272 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ad agent orchestrator

This is the canonical top-level workflow. It owns sequencing, approval gates, lineage, and recovery; component skills own their phase implementations.

Read run-contract.md before opening a run and test-plan.md before proposing concepts or thresholds.

Non-negotiable rules

  1. A human approves every gate for its exact hashed scope. Approval at one gate never implies approval at another. Any scoped change invalidates approval.
  2. Never create spend-capable Meta entities as ACTIVE. Deploy ads PAUSED. Activation is separate, optional, and requires the exact confirmation ACTIVATE after reviewing the account, hierarchy, and budgets.
  3. Never run unattended generation, deployment, activation, or delivery mutation. Performance polling is read-only and finite or separately scheduled by the human.
  4. Regeneration requires approval except for bounded still-image QA-fix retries. After G4, component skills may auto-retry visible image defects with a revised prompt — up to 2 retries per originally requested still (3 attempts total). Disclose possible retry credit exposure at G4 before the first call; each retry is billed. Failed calls, G5 rejection, creative-direction changes, video assets, exhausted QA caps, strategic "try again" requests, and recommendation-driven work need a revised plan, incremental estimate, and fresh applicable gates — never unbounded auto-retry.
  5. Never invent a claim, receipt, Arcads price, Meta metric, threshold, result, or causal explanation. Unverified copy uses explicit placeholders and cannot be deployed until resolved and approved.
  6. Meta Ad Library longevity is an adaptation-readiness proxy only. It is not evidence of spend, conversions, ROAS, profitability, or creative performance.
  7. Keep credentials in environment files. Never put secrets, token-bearing URLs, or authorization headers in prompts, artifacts, commands, or lineage.
  8. Lineage is append-only. Never edit prior JSONL records or hand-edit a compiled manifest.

Read the full file on GitHub · 272 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 272 lines · 87 tokens per session scan A e1191f157fd2

Subscribe to this mod's changes

ad-agent-orchestrator is a skill published in the GitHub repository krusemediallc/cursor-ad-agent (11 stars, last pushed 3mo ago), licensed MIT. It adds 87 tokens to every session and 3,272 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Creative and mediaMarketing and SEOad-creativeai-agentsarcadscursorfacebook-adsimage-generation
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ad-agent-orchestrator next to 6 skills from other repositories
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