Agent skill

Ad Account Analysis

by real-simple-labs in real-simple-labs/parker-brain

Analyze Meta ad account data — read what's spending, what's converting, what's fatiguing, and where the audience is being reached.

Custom licenceAuto-check passed

Install Ad Account Analysis

skills CLI
$ npx skills add real-simple-labs/parker-brain --skill ad-account-analysis -a claude-code

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

GitHub CLI
$ gh skill install real-simple-labs/parker-brain ad-account-analysis --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/real-simple-labs/parker-brain.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/ad-account-analysis .claude/skills/ad-account-analysis && 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
ad-account-analysis
GitHub stars
102
Token cost
~1.9k tokens
SKILL.md length
1,061 words
Files
8
Skills in repo
22
Repo updated
First seen
Licence
Custom licence

At a glance

Analyze Meta ad account data — read what's spending, what's converting, what's fatiguing, and where the audience is being reached.

  • Works in 3 steps: The Headline Read → The Diagnosis → Recommended Next Steps
  • The user wants an account audit
  • SKILL.md covers Goal, What you are working from, Background that loads up front and How this skill runs, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ad Account Analysis is an agent skill from real-simple-labs/parker-brain. Analyze Meta ad account data — read what's spending, what's converting, what's fatiguing, and where the audience is being reached. Use when the user wants an account audit, a single-ad diagnosis, a placement read, a demographic breakdown, or a fatigue check.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `processes/INDEX.md`, `processes/account-audit.md` and `processes/demographic-breakdown.md`).

When your agent uses it

  • The user wants an account audit
  • A single-ad diagnosis
  • A placement read
  • A demographic breakdown

Example prompts

  • “s spending, what”
  • “/ad-account-analysis”

Workflow steps

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

  1. The Headline Read
  2. The Diagnosis
  3. Recommended Next Steps

What it can do on your machine

Read from SKILL.md and the folder at commit 2a6f6c6. 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

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

    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

Ad Account Analysis loads about 1.9k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 1,061 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

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 1,061 words (~1,901 tokens).

“Read what the Meta data is actually saying about the account, an ad, or a slice of the audience. Account data tells two intertwined stories — whether ads are scaling profitably, and how the ads are behaving in the Meta…”

— opening of SKILL.md by real-simple-labs, Custom licence
name
ad-account-analysis
triggers
analyze my ad account, what's working in the account, what's the top spender, is this ad fatiguing, is this ad ready to scale, what does the data tell me…

Read the full SKILL.md on GitHub

Files

SKILL.md and 7 other files in .claude/skills/ad-account-analysis of real-simple-labs/parker-brain.

  • SKILL.md
  • processes/INDEX.md
  • processes/account-audit.md
  • processes/demographic-breakdown.md
  • processes/fatigue-diagnosis.md
  • processes/placement-breakdown.md
  • processes/single-ad-diagnosis.md
  • strategy.md

Open the folder on GitHubat commit 2a6f6c6

Compare with similar skills

Ad Account Analysis 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.

Ad Account Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ad Account Analysis this skillreal-simple-labs/parker-brain102—~1.9kAutomated safety check: PassCustom licence
AccountConvex-Dev/convex117—~140Automated safety check: PassCustom licence
Accountsonilo-ai/skills115—~1.4kAutomated safety check: NotesMIT
Expense Accountingsickn33/agentic-awesome-skills47k1 repos~6.5kAutomated safety check: PassMIT
Purchase Accountingsickn33/agentic-awesome-skills47k1 repos~5.1kAutomated safety check: PassMIT
Odoo Accounting Setupsickn33/agentic-awesome-skills47k2 repos~1kAutomated safety check: PassMIT

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Questions about Ad Account Analysis

What does Ad Account Analysis do?

Analyze Meta ad account data — read what's spending, what's converting, what's fatiguing, and where the audience is being reached. Ad Account Analysis is an agent skill from real-simple-labs/parker-brain. Analyze Meta ad account data — read what's spending, what's converting, what's fatiguing, and where the audience is being reached.

When should I use Ad Account Analysis?

Ad Account Analysis fits situations like: the user wants an account audit; A single-ad diagnosis; A placement read; A demographic breakdown.

How do I install Ad Account Analysis in Claude Code?

Run `npx skills add real-simple-labs/parker-brain --skill ad-account-analysis -a claude-code`. Or copy the skill folder (.claude/skills/ad-account-analysis in real-simple-labs/parker-brain) into .claude/skills/ad-account-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Ad Account Analysis in Codex?

Run `npx skills add real-simple-labs/parker-brain --skill ad-account-analysis -a codex`. Or copy the skill folder (.claude/skills/ad-account-analysis in real-simple-labs/parker-brain) into .agents/skills/ad-account-analysis in your project. Codex loads it when a task matches its description.

Can I use Ad Account Analysis 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 real-simple-labs/parker-brain --skill ad-account-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ad-account-analysis, .gemini/skills/ad-account-analysis, .github/skills/ad-account-analysis and .opencode/skills/ad-account-analysis in your project.

What does Ad Account Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Ad Account Analysis is instructions for the agent only.

Does Ad Account Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ad Account Analysis 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 Ad Account Analysis use?

Ad Account Analysis 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 Ad Account Analysis use?

About 1.9k tokens (SKILL.md is roughly 7.6k 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 Ad Account Analysis?

Skills that share tags, products or a category with Ad Account Analysis: Account (Convex-Dev/convex, 117 stars), Account (sonilo-ai/skills, 115 stars), Expense Accounting (sickn33/agentic-awesome-skills, 47k stars) and Purchase Accounting (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ad Account Analysis?

real-simple-labs (a GitHub organization) maintains it in real-simple-labs/parker-brain, which has 102 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on October 9, 2026.

Source: real-simple-labs/parker-brain on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.