Agent skill

Pp Meta Ads

by mvanhorn in mvanhorn/printing-press-library

The first agent-native Meta Ads CLI with local SQLite history and compound queries the live API cannot answer.

Apache-2.0Auto-check: notesMarketing & SEO

Install Pp Meta Ads

skills CLI
$ npx skills add mvanhorn/printing-press-library --skill pp-meta-ads -a claude-code

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

GitHub CLI
$ gh skill install mvanhorn/printing-press-library pp-meta-ads --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/mvanhorn/printing-press-library.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-skills/pp-meta-ads .claude/skills/pp-meta-ads && 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
pp-meta-ads
GitHub stars
2.1k
Token cost
~3.6k tokens
SKILL.md length
1,424 words
Files
1
Skills in repo
506
Repo updated
First seen
Licence
Apache-2.0

At a glance

The first agent-native Meta Ads CLI with local SQLite history and compound queries the live API cannot answer.

  • Works in 3 steps: Install via the Printing Press… → Verify: meta-ads-pp-cli --version → Ensure the reported install directory is…
  • Phrases: find creative fatigue on Meta
  • SKILL.md covers Prerequisites: Install the CLI, When to Use This CLI, Anti-triggers and Unique Capabilities, plus 11 more sections
  • Calls go, claude and npx; needs META_ACCESS_TOKEN

What it does

Pp Meta Ads is an agent skill from mvanhorn/printing-press-library. The first agent-native Meta Ads CLI with local SQLite history and compound queries the live API cannot answer. Trigger phrases: find creative fatigue on Meta, check Facebook ad performance, which Meta ads should I retire, Meta audience overlap, stuck in learning, use meta-ads, run meta-ads.

Its SKILL.md is about 3.6k 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 and SQLite. The repository describes itself as: Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and community-contributed. The licence is Apache-2.0.

When your agent uses it

  • Phrases: find creative fatigue on Meta
  • Check Facebook ad performance
  • Which Meta ads should I retire
  • Meta audience overlap

Example prompts

  • “/pp-meta-ads”

Requirements

  • Node.js
  • A credential in META_ACCESS_TOKEN
  • Pre-approved tools (allowed-tools): Read, Bash

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and…
  2. Verify: meta-ads-pp-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

What it can do on your machine

Read from SKILL.md and the folder at commit d9a1696. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • go
    • claude
    • npx

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

  • Network

    No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • META_ACCESS_TOKEN

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

Context cost

Pp Meta Ads loads about 3.6k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 1,424 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~3.6k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Bash

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

The full file from mvanhorn/printing-press-library at commit d9a1696, republished under its Apache-2.0 licence (© mvanhorn). 1,424 words, ~3,551 tokens.

Download SKILL.mdSave it as .claude/skills/pp-meta-ads/SKILL.md (or your agent's skills folder).
name
pp-meta-ads
description
The first agent-native Meta Ads CLI with local SQLite history and compound queries the live API cannot answer. Trigger phrases: `find creative fatigue on Meta`, `check Facebook ad performance`, `which Meta ads should I retire`, `Meta audience overlap`, `stuck in learning`, `use meta-ads`, `run meta-ads`.
allowed-tools
Read, Bash
author
Dhilip Subramanian
license
Apache-2.0
argument-hint
<command> [args] | install cli|mcp
<!-- GENERATED FILE — DO NOT EDIT.
     This file is a verbatim mirror of library/marketing/meta-ads/SKILL.md,
     regenerated post-merge by tools/generate-skills/. Hand-edits here are
     silently overwritten on the next regen. Edit the library/ source instead.
     See the repository agent guide, section "Generated artifacts: registry.json, cli-skills/". -->

Meta Ads — Printing Press CLI

Prerequisites: Install the CLI

This skill drives the meta-ads-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:
    bash
    npx -y @mvanhorn/printing-press-library install meta-ads --cli-only
  2. Verify: meta-ads-pp-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.6 or newer). This installs into $GOPATH/bin (default $HOME/go/bin), so add that directory to $PATH instead:

bash
go install github.com/mvanhorn/printing-press-library/library/marketing/meta-ads/cmd/meta-ads-pp-cli@latest

If --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.

When to Use This CLI

Use this CLI when you need creative-fatigue diagnostics, audience overlap cartography, learning-phase forensics, or attribution drift detection across Meta ad accounts. Best when paired with a daily sync into the local store so trend queries are instant. Read-only by design — never used to modify campaigns, budgets, or audiences.

Anti-triggers

Do not use this CLI for:

  • Do not use this CLI to create, pause, modify, or delete campaigns, adsets, ads, audiences, or creatives — it is read-only.
  • Do not use this CLI for budget management or bid-strategy changes — that is what Meta Ads Manager or facebook-business-sdk are for.
  • Do not use this CLI for write-side audience uploads — custom audience creation from customer files is out of scope.

Unique Capabilities

These capabilities aren't available in any other tool for this API.

Local state that compounds
  • fatigue — Detect ads whose CPM is drifting up, frequency is climbing, and CTR is falling across a configurable window.

    Use this to decide which ads to retire. Spending on a fatigued creative is the highest-leverage waste in any account.

    bash
    meta-ads-pp-cli fatigue --campaign 23847265 --window 14d --agent
  • decay — Compare a creative's first-impression CTR against its current CTR, with projected dead-date.

    Use for retire/refresh decisions on a single creative. The slope and projected dead-date are the deciding factor.

    bash
    meta-ads-pp-cli decay --creative-id 120208734567 --agent
  • overlap — Pairwise overlap percentages across custom audiences, with cannibalization recommendations.

    Use when ad strategy is mature and ROAS feels diluted across similar audiences. Surfaces consolidate-or-exclude decisions.

    bash
    meta-ads-pp-cli overlap --audience 23847001 --audience 23847002 --audience 23847003 --agent
  • learning — Surface adsets stuck in algorithmic learning >N days with root-cause hint (budget too low, audience too narrow, events too sparse).

    Use when ROAS collapses across multiple adsets simultaneously. Stuck-in-learning adsets eat budget without optimizing.

    bash
    meta-ads-pp-cli learning --account act_4327210487520472 --min-days 7 --agent
Forensic queries
  • reconcile — Per-day diff between Meta-reported account spend and sum-of-insights spend; flags days where attribution drift exceeds threshold.

    Use monthly for attribution audits. Surfaces specific days where Meta and insights disagree, usually delayed conversion attribution.

    bash
    meta-ads-pp-cli reconcile --account act_4327210487520472 --since 30d --threshold 5 --agent
  • bottleneck — Highest-spend adsets with worst ROAS, ranked with 'why' column joining learning state and effective status.

    Use weekly to decide what to pause. Highest-leverage targets surface first.

    bash
    meta-ads-pp-cli bottleneck --account act_4327210487520472 --limit 10 --agent
Account hygiene
  • stale — Active ads with zero impressions in N days.

    Use quarterly for account hygiene. Active ads with zero impressions are usually misconfigured or post-deletion zombies.

    bash
    meta-ads-pp-cli stale --days 90 --agent
  • inventory — Group every ad in an account by effective_status, surface ads where configured status='ACTIVE' but effective_status='WITH_ISSUES' or 'DISAPPROVED'.

    Use first thing every morning. DISAPPROVED-but-still-ACTIVE ads cost real spend without delivering.

    bash
    meta-ads-pp-cli inventory --account act_4327210487520472 --by effective_status --agent

Command Reference

adcreatives — Manage adcreatives

  • meta-ads-pp-cli adcreatives <adId> — Get creatives attached to an ad

ads — Ad-level read operations

  • meta-ads-pp-cli ads <adAccountId> — List ads in an ad account

adsets — Ad set-level read operations

  • meta-ads-pp-cli adsets <adAccountId> — Returns ad sets with targeting summary, budget, optimization goal, and bid strategy.

campaigns — Campaign-level read operations

  • meta-ads-pp-cli campaigns <adAccountId> — Returns campaigns with status, objective, and budget metadata.

customaudiences — Manage customaudiences

  • meta-ads-pp-cli customaudiences <adAccountId> — List custom audiences in an ad account

delivery-estimate — Manage delivery estimate

  • meta-ads-pp-cli delivery-estimate <adAccountId> — Get reach/impressions delivery estimate

insights — Performance and delivery insights (the creative-fatigue observatory)

  • meta-ads-pp-cli insights get-account — Returns aggregated insights across the entire ad account.
  • meta-ads-pp-cli insights get-ad — Ad-level insights with frequency, CPM, CTR over time.
  • meta-ads-pp-cli insights get-ad-set — Get ad set-level insights
  • meta-ads-pp-cli insights get-campaign — Get campaign-level insights

me — Manage me

  • meta-ads-pp-cli me — Returns every ad account the access token has been granted access to.
Finding the right command

When you know what you want to do but not which command does it, ask the CLI directly:

bash
meta-ads-pp-cli which "<capability in your own words>"

which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.

Recipes

Triage creative fatigue across a campaign
bash
meta-ads-pp-cli fatigue --campaign 23847265 --window 14d --agent --select ad_id,ad_name,cpm_slope,frequency_now,ctr_slope,verdict

Returns one row per ad with CPM slope, current frequency, CTR slope, and a retire/keep verdict. Narrow output by selecting only the fatigue-relevant fields to keep agent context bounded.

Find audience cannibalization risk
bash
meta-ads-pp-cli overlap --audience 23847001 --audience 23847002 --audience 23847003 --agent

Returns pairwise overlap percentages and a recommendation per pair. Anything above 30% is a candidate for consolidation or exclusion.

Spot stuck-in-learning adsets
bash
meta-ads-pp-cli learning --account act_4327210487520472 --min-days 7 --agent

Surfaces adsets where learning_stage_info has been LEARNING for >7 days. The 'why' column hints at budget/audience/event sparsity.

Daily inventory roll-up first thing
bash
meta-ads-pp-cli inventory --account act_4327210487520472 --by effective_status --agent

Groups every ad by effective_status. The DISAPPROVED-but-configured-ACTIVE class is the highest-leverage daily finding.

Show full SKILL.md (619 more words)Show less
Monthly spend reconciliation
bash
meta-ads-pp-cli reconcile --account act_4327210487520472 --since 30d --threshold 5 --agent

Per-day diff between Meta-reported account spend and sum-of-insights spend over the last 30 days. Flags days where drift exceeds 5%.

Auth Setup

Authenticate with a Meta access token in the META_ACCESS_TOKEN env var. Generate from Graph API Explorer (User Access Token, 1-2h lifespan) for ad-hoc use, or Business Manager System Users (no expiry) for repeat use. Grant ads_read scope only — never ads_management or any write permission. Token discovery via /me/adaccounts lists every account accessible to the token; no account ID configuration required.

Run meta-ads-pp-cli doctor to verify setup.

Agent Mode

Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.

  • Pipeable — JSON on stdout, errors on stderr

  • Filterable — --select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:

    bash
    meta-ads-pp-cli ads mock-value --agent --select id,name,status
  • Previewable — --dry-run shows the request without sending

  • Offline-friendly — sync/search commands can use the local SQLite store when available

  • Non-interactive — never prompts, every input is a flag

  • Read-only — do not use this CLI for create, update, delete, publish, comment, upvote, invite, order, send, or other mutating requests

Response envelope

Commands that read from the local store or the API wrap output in a provenance envelope:

json
{
  "meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."},
  "results": <data>
}

Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set — piped/agent consumers and explicit-format runs get pure JSON on stdout.

Agent Feedback

When you (or the agent) notice something off about this CLI, record it:

meta-ads-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
meta-ads-pp-cli feedback --stdin < notes.txt
meta-ads-pp-cli feedback list --json --limit 10

Entries are stored locally at ~/.local/share/meta-ads-pp-cli/feedback.jsonl. They are never POSTed unless META_ADS_FEEDBACK_ENDPOINT is set AND either --send is passed or META_ADS_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.

Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.

Output Delivery

Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:

SinkEffect
stdoutDefault; write to stdout only
file:<path>Atomically write output to <path> (tmp + rename)
webhook:<url>POST the output body to the URL (application/json or application/x-ndjson when --compact)

Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.

Named Profiles

A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.

meta-ads-pp-cli profile save briefing --json
meta-ads-pp-cli --profile briefing ads mock-value
meta-ads-pp-cli profile list --json
meta-ads-pp-cli profile show briefing
meta-ads-pp-cli profile delete briefing --yes

Explicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.

Exit Codes

CodeMeaning
0Success
2Usage error (wrong arguments)
3Resource not found
4Authentication required
5API error (upstream issue)
7Rate limited (wait and retry)
10Config error

Argument Parsing

Parse $ARGUMENTS:

  1. Empty, help, or --help → show meta-ads-pp-cli --help output
  2. Starts with install → ends with mcp → MCP installation; otherwise → see Prerequisites above
  3. Anything else → Direct Use (execute as CLI command with --agent)

MCP Server Installation

  1. Install the MCP server:
    bash
    go install github.com/mvanhorn/printing-press-library/library/marketing/meta-ads/cmd/meta-ads-pp-mcp@latest
  2. Register with Claude Code:
    bash
    claude mcp add meta-ads-pp-mcp -- meta-ads-pp-mcp
  3. Verify: claude mcp list

Direct Use

  1. Check if installed: which meta-ads-pp-cli If not found, offer to install (see Prerequisites at the top of this skill).
  2. Match the user query to the best command from the Unique Capabilities and Command Reference above.
  3. Execute with the --agent flag:
    bash
    meta-ads-pp-cli <command> [subcommand] [args] --agent
  4. If ambiguous, drill into subcommand help: meta-ads-pp-cli <command> --help.

© mvanhorn, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in cli-skills/pp-meta-ads of mvanhorn/printing-press-library.

Open the folder on GitHubat commit d9a1696

Compare with similar skills

Pp Meta Ads 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.

Pp Meta Ads compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Pp Meta Ads this skillmvanhorn/printing-press-library2.1k—~3.6kAutomated safety check: NotesApache-2.0
AdsCesarjoquin/Marketing-Skills2021 repos~3.5kAutomated safety check: PassMIT
Adscoreyhaines31/marketingskills54k1 repos~7kAutomated safety check: PassMIT
Money Adsiamzifei/show-me-the-money1k—~2.4kAutomated safety check: PassCustom licence
Meta Ad Builderkrusemediallc/arcads-claude-code1.6k—~1.7kAutomated safety check: NotesMIT
Meta Pixel and Conversions API Referencebighadj22/codflow354—~1.8kAutomated safety check: PassApache-2.0

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Works with

Categories

Questions about Pp Meta Ads

What does Pp Meta Ads do?

The first agent-native Meta Ads CLI with local SQLite history and compound queries the live API cannot answer. Pp Meta Ads is an agent skill from mvanhorn/printing-press-library. The first agent-native Meta Ads CLI with local SQLite history and compound queries the live API cannot answer.

When should I use Pp Meta Ads?

Pp Meta Ads fits situations like: phrases: find creative fatigue on Meta; check Facebook ad performance; which Meta ads should I retire; meta audience overlap.

How do I install Pp Meta Ads in Claude Code?

Run `npx skills add mvanhorn/printing-press-library --skill pp-meta-ads -a claude-code`. Or copy the skill folder (cli-skills/pp-meta-ads in mvanhorn/printing-press-library) into .claude/skills/pp-meta-ads in your project. Claude Code loads it when a task matches its description.

How do I install Pp Meta Ads in Codex?

Run `npx skills add mvanhorn/printing-press-library --skill pp-meta-ads -a codex`. Or copy the skill folder (cli-skills/pp-meta-ads in mvanhorn/printing-press-library) into .agents/skills/pp-meta-ads in your project. Codex loads it when a task matches its description.

Can I use Pp Meta Ads 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 mvanhorn/printing-press-library --skill pp-meta-ads -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pp-meta-ads, .gemini/skills/pp-meta-ads, .github/skills/pp-meta-ads and .opencode/skills/pp-meta-ads in your project.

What does Pp Meta Ads need to run?

Going by SKILL.md and its folder, Pp Meta Ads needs the command-line tools its instructions call (go, claude and npx) and credentials named META_ACCESS_TOKEN. Our summary lists: Node.js; A credential in META_ACCESS_TOKEN. Its frontmatter pre-approves these tools: Read, Bash.

Does Pp Meta Ads access the network?

SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Pp Meta Ads safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Pp Meta Ads use?

Pp Meta Ads is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pp Meta Ads use?

About 3.6k tokens (SKILL.md is roughly 14k 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 Pp Meta Ads?

Skills that share tags, products or a category with Pp Meta Ads: Ads (Cesarjoquin/Marketing-Skills, 202 stars), Ads (coreyhaines31/marketingskills, 54k stars), Money Ads (iamzifei/show-me-the-money, 1k stars) and Meta Ad Builder (krusemediallc/arcads-claude-code, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pp Meta Ads?

mvanhorn (a GitHub user) maintains it in mvanhorn/printing-press-library, which has 2,056 GitHub stars. The repository holds 506 skills in this directory. The repository was last updated on October 9, 2026.

Source: mvanhorn/printing-press-library on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.