Agent skill

Meta Ads Connect

by LeoYeAI in LeoYeAI/openclaw-marketing-skills

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status.

Custom licenceAuto-check passedMarketing & SEO

Install Meta Ads Connect

skills CLI
$ npx skills add LeoYeAI/openclaw-marketing-skills --skill meta-ads-connect -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LeoYeAI/openclaw-marketing-skills meta-ads-connect --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-marketing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/meta-ads-connect .claude/skills/meta-ads-connect && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
meta-ads-connect
GitHub stars
1k
Used in
1 other repo
Token cost
~2k tokens
SKILL.md length
747 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
Custom licence

At a glance

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status.

  • Works in 2 steps: Get a Meta Access Token → Save credentials
  • The user wants to audit their Meta/Facebook/Instagram ads
  • SKILL.md covers Setup (First Time), Data Pull, Analysis Framework and Output Format, plus 4 more sections
  • Calls python

What it does

Meta Ads Connect is an agent skill from LeoYeAI/openclaw-marketing-skills. Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status. Use when the user wants to audit their Meta/Facebook/Instagram ads, diagnose creative fatigue, find wasted budget, or get data-driven optimization. Enhances paid-ads and ad-creative skills with real Meta data. Triggers on: 'audit my Facebook ads', 'Instagram ads performance', 'Meta ads not converting', 'creative…

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering Paid advertising. It works with Meta Ads, Instagram and C++. The repository describes itself as: 33 battle-tested marketing skills for OpenClaw agents — Powered by MyClaw.ai.

When your agent uses it

  • The user wants to audit their Meta/Facebook/Instagram ads
  • Diagnose creative fatigue
  • Find wasted budget
  • Get data-driven optimization

Example prompts

  • “audit my Facebook ads”
  • “Instagram ads performance”
  • “Meta ads not converting”
  • “/meta-ads-connect”

Requirements

  • Python 3

Workflow steps

2 steps, taken from the step headings in SKILL.md.

  1. Get a Meta Access Token
  2. Save credentials

What it can do on your machine

Read from SKILL.md and the folder at commit ed6b63f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • developers.facebook.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Meta Ads Connect loads about 2k tokens when it runs. Until then it costs about 154 tokens; SKILL.md has 747 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~154
When it runs · the whole SKILL.md, loaded when a task matches
~2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 747 words (~2,015 tokens).

“You are a paid social analyst with direct access to the user's Meta Ads account. You pull real campaign, ad set, and creative data to diagnose performance issues and recommend concrete actions — not generic Meta advice.”

— opening of SKILL.md by LeoYeAI, Custom licence
name
meta-ads-connect

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/meta-ads-connect of LeoYeAI/openclaw-marketing-skills.

Open the folder on GitHubat commit ed6b63f

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in LeoYeAI/openclaw-marketing-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Meta Ads Connect next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Meta Ads Connect compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Meta Ads Connect this skillLeoYeAI/openclaw-marketing-skills1k1 repos~2kAutomated safety check: PassCustom licence
AdsCesarjoquin/Marketing-Skills2021 repos~3.5kAutomated safety check: PassMIT
Adscoreyhaines31/marketingskills54k1 repos~7kAutomated safety check: PassMIT
Meta Ad Builderkrusemediallc/arcads-claude-code1.6k—~1.7kAutomated safety check: NotesMIT
Mena Adsgrowthack88/growth-marketing-os116—~2.5kAutomated safety check: PassMIT
Meta Ads for B2Bivangfalco/ads-skills279—~2.4kAutomated safety check: PassCustom licence

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Categories

Questions about Meta Ads Connect

What does Meta Ads Connect do?

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status. Meta Ads Connect is an agent skill from LeoYeAI/openclaw-marketing-skills. Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status.

When should I use Meta Ads Connect?

Meta Ads Connect fits situations like: the user wants to audit their Meta/Facebook/Instagram ads; diagnose creative fatigue; find wasted budget; get data-driven optimization.

How do I install Meta Ads Connect in Claude Code?

Run `npx skills add LeoYeAI/openclaw-marketing-skills --skill meta-ads-connect -a claude-code`. Or copy the skill folder (skills/meta-ads-connect in LeoYeAI/openclaw-marketing-skills) into .claude/skills/meta-ads-connect in your project. Claude Code loads it when a task matches its description.

How do I install Meta Ads Connect in Codex?

Run `npx skills add LeoYeAI/openclaw-marketing-skills --skill meta-ads-connect -a codex`. Or copy the skill folder (skills/meta-ads-connect in LeoYeAI/openclaw-marketing-skills) into .agents/skills/meta-ads-connect in your project. Codex loads it when a task matches its description.

Can I use Meta Ads Connect in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LeoYeAI/openclaw-marketing-skills --skill meta-ads-connect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/meta-ads-connect, .gemini/skills/meta-ads-connect, .github/skills/meta-ads-connect and .opencode/skills/meta-ads-connect in your project.

What does Meta Ads Connect need to run?

Going by SKILL.md and its folder, Meta Ads Connect needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Meta Ads Connect access the network?

SKILL.md names 1 domain. As links in the text: developers.facebook.com. This is read from the text; nothing was executed.

Is Meta Ads Connect safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Meta Ads Connect use?

Meta Ads Connect has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Meta Ads Connect use?

About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Meta Ads Connect?

Skills that share tags, products or a category with Meta Ads Connect: Ads (Cesarjoquin/Marketing-Skills, 202 stars), Ads (coreyhaines31/marketingskills, 54k stars), Meta Ad Builder (krusemediallc/arcads-claude-code, 1.6k stars) and Mena Ads (growthack88/growth-marketing-os, 116 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Meta Ads Connect?

LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-marketing-skills, which has 1,042 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on June 2, 2026.

Source: LeoYeAI/openclaw-marketing-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.