Agent skill

Answer Ads Questions

by gooseworks-ai in gooseworks-ai/goose-skills

Answer questions about a brand's Meta ads (spend, results, which ad is winning, is it paused, why did Goose do that) only from reads made in the same turn, with the data window and sync time on…

MITAuto-check passedMarketing & SEO

Install Answer Ads Questions

skills CLI
$ npx skills add gooseworks-ai/goose-skills --skill answer-ads-questions -a claude-code

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

GitHub CLI
$ gh skill install gooseworks-ai/goose-skills answer-ads-questions --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/gooseworks-ai/goose-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ads/capabilities/answer-ads-questions .claude/skills/answer-ads-questions && 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
answer-ads-questions
GitHub stars
1.2k
Token cost
~3.1k tokens
SKILL.md length
1,911 words
Files
6 (incl. references)
Skills in repo
273
Repo updated
First seen
Licence
MIT

At a glance

Answer questions about a brand's Meta ads (spend, results, which ad is winning, is it paused, why did Goose do that) only from reads made in the same turn, with the data window and sync time on…

  • Works in 4 steps: Pick the read from the question → Check the connection before you say any… → Answer by the six rules → …
  • A user asks how their ads are doing
  • SKILL.md covers Where this skill's files are, Choose one mode, Purpose and Inputs, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Answer Ads Questions is an agent skill from gooseworks-ai/goose-skills. Answer questions about a brand's Meta ads (spend, results, which ad is winning, is it paused, why did Goose do that) only from reads made in the same turn, with the data window and sync time on every number and a plain caveat when the connection is stale or partial. Use it whenever a user asks how their ads are doing or why an ad action was taken.

Its SKILL.md is about 3.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `references/direct-meta-adapter.md` and `references/gooseworks-adapter.md`).

It sits in Marketing & SEO, covering Paid advertising. It works with Meta Ads. The repository describes itself as: Library of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping. The licence is MIT.

When your agent uses it

  • A user asks how their ads are doing
  • Why an ad action was taken

Example prompts

  • “/answer-ads-questions”

Workflow steps

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

  1. Pick the read from the question
  2. Check the connection before you say any number
  3. Answer by the six rules
  4. Shape the reply

What it can do on your machine

Read from SKILL.md and the folder at commit c650c6d. 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

Answer Ads Questions loads about 3.1k tokens when it runs, and up to ~6.2k if it reads all its reference files. Until then it costs about 93 tokens; SKILL.md has 1,911 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~3.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.2k

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

The full file from gooseworks-ai/goose-skills at commit c650c6d, republished under its MIT licence (© gooseworks-ai). 1,911 words, ~3,123 tokens.

Download SKILL.mdSave it as .claude/skills/answer-ads-questions/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
answer-ads-questions
description
Answer questions about a brand's Meta ads (spend, results, which ad is winning, is it paused, why did Goose do that) only from reads made in the same turn, with the data window and sync time on every number and a plain caveat when the connection is stale or partial. Use it whenever a user asks how their ads are doing or why an ad action was taken.

Answer Ads Questions

In one line: answer "how are my ads doing?" from a tool you called this turn, say which days the numbers cover and when they were last synced, and say out loud when the data is incomplete.

  • Numbers come from tools, never from memory or the docs. The ads/ docs explain why Goose did something. They are not a source of metrics.
  • Every number carries its window and sync time. "You spent $212 from Sep 17 to Sep 23 (data last synced Sep 24, 09:00 UTC)."
  • Partial, stale or disconnected data is said straight after the answer, never buried or left out.
  • This skill only reads. It never pauses, changes or writes anything.

Where this skill's files are

Paths are relative to this skill's own folder, not your working directory (in GooseWorks: agent-config/skills/answer-ads-questions/). The harness docs contract ships with the meta-ad-manager skill, installed beside this one.

Choose one mode

Use the first mode that is available:

  1. GooseWorks when the GooseWorks Meta read tools are callable. Read references/gooseworks-adapter.md.
  2. Direct Meta when there is no GooseWorks, but a Meta token with ads_read and the ad account id are available. Read references/direct-meta-adapter.md.
  3. Planning only when neither is available. Read references/planning-only.md.

"The adapter" below means the file for the mode you chose.

Purpose

Give a user a true, dated answer about their Meta ads that they could act on. The usual way this goes wrong is that the agent repeats a number from an earlier turn or a report, and presents it as current. Or it misses that half the account did not sync. This skill fixes the source (a tool read this turn) and the framing (window, sync time, connection state).

Reach for it on any question about spend, results, delivery, which ad is best or worst, whether a push is live or paused, what Goose has noticed, or why Goose made a decision.

Inputs

  • The user's question (required), in their words.
  • The brand's ads/ folder (optional). Per the harness contract (the meta-ad-manager skill's contract/RULES.md): ads/README.md first, then only the campaign in play. Read ads/brand.md for one field only: familiarity. A brand with no ads/ folder has never run the harness. That is fine for metric questions. For "why" questions it means there is no recorded decision.
<!-- shared:answer-ads-questions start -->
<!-- This block is maintained in ONE place and copied byte-for-byte into both the
     maintainers' source copy and the published goose-skills copy. Edit one, copy
     it to the other, and run the parity script before shipping either. -->

Workflow

1. Pick the read from the question

The adapter maps each read below to a real tool or API call, and says where each read's data window and sync time come from.

The user asks…ReadAlso read
"How are my ads doing?", spend, results for a periodaccount totals for a windowthe connection state, whenever it is not clean
"Is Meta connected?", "why is data missing?"the connection and sync statethe diagnostics, if the sync state does not explain it
"Which campaign / ad set / ad is best or worst?"every entity at that level. Read every page before you rank—
A trend, day by day, "since Tuesday"a daily series for the entities in question—
One specific adthat ad's context (performance, link to Goose, freshness). If the user gave a name, find the id from the ad list first—
"How are the ads Goose made doing?"the performance of Goose's own published creativesthe connection state, for the sync time
A Goose push: "did it go live?", "is it paused?"that push's state, using the push id from the campaign's state.md (meta_push_ids)—
"Why did you pause / change / recommend that?"ads/README.md, then that campaign's decisions.md—
"What have you noticed?", "anything wrong?"the campaign's state.md ## Open recommendationsfresh account totals

Only claim a read you made. If the host has no read for something (alerts, a watch, a push record), never say "I checked" or "there are no alerts". Say what you did read, and that the rest is not visible from here.

2. Check the connection before you say any number

For any question that ends in a Meta number, read the connection state once in the turn, in addition to the numbers. Some reads report "ok" while the connection is only partly synced, so the numbers' own status is not enough. The adapter says which read carries the connection state and how each class below shows up.

ClassWhat you say
Clean: connected, last sync finishedThe numbers, with window and sync time.
Partial: some parts of the last sync failedRead the sync detail first. A caveat that only says "partial" or "some data may be incomplete" fails. Name the part that failed, in plain words ("ad images didn't finish syncing"). Say which numbers that part affects. Then give them.
Stale: the last good sync is oldGive the numbers, say how old they are ("last synced 3 days ago"), and make no recommendation.
Not connected: never connected, needs re-authorising, failed or disconnectedNo numbers. Say Meta needs reconnecting (the adapter says where). Never ask for a token in chat.
Error: the read failed, or there is no brandSay you could not read the data and why. No numbers.
3. Answer by the six rules
  1. Only say a number a read returned this turn. Not one from memory, an earlier turn, a report, or an Observed: line in state.md or decisions.md. You may quote a docs number only as history, with its own date: "the Sep 23 report showed $41 per subscriber".

  2. Every number carries its window and sync time, in plain words, with money in the ad account's currency. Report rates as the adapter says the source returns them (a fraction or a percent): 0.021 as a fraction is "2.1%". Null means unknown. Never say it is zero. Missing days are unknown too.

  3. Say the connection state when it is not clean (step 2), in the sentence right after the answer.

  4. The docs are for decisions and reasoning, never for metrics. For "why", quote the decisions.md entry: its date, what was recommended, who decided, and its Evidence: pointer, written out (for example "evidence: push 15b8dfb0"). If no entry covers it, say "I don't have a recorded decision for that". Never reconstruct a reason. If the push record shows the ad was changed outside Goose (in Ads Manager), say someone changed it outside Goose. Do not say Goose did it.

  5. An ad Goose did not publish is read-only. An ad is Goose's only when its context says Goose published it (a Goose push is its source), or when a push listed in the campaign's state.md meta_push_ids has an item with that ad id, or when the adapter's own launch record includes it. Only then do Goose's pause and revert apply (the adapter says which of them exist). Everything else:

    • "No Goose link recorded" alone does not prove Goose had nothing to do with it. A push the read cannot see (another brand's record, a creative uploaded by hand) looks the same. So before you say "Goose didn't make this", check the pushes in state.md, and whether the ad name carries a [gw:…] tag. With a tag but no push item, say it uses a Goose creative but you can't confirm Goose published it.
    • A link that says the ad uses a Goose creative, but was not pushed by Goose: say exactly that. It was not published through Goose.
    • With no Goose pushes at all (the adapter says when that is the case), every ad is the user's own.

    For every ad that is not Goose's, answer from the reads and do not offer to pause, edit, replace or scale it. If the user asks what to do, the most you offer is new creatives.

  6. Match the wording to familiarity from ads/brand.md:

    • novice: no jargon. Give a one-line meaning for any metric you use ("CTR, the share of people who saw the ad and clicked").
    • intermediate: use the terms with a short gloss.
    • expert: terse. Metric names, no glosses.
    • Missing or unknown: intermediate.
Show full SKILL.md (598 more words)Show less

Rules for reading any source:

  • A clipped or truncated result: narrow the window, the entities or the metrics, and read again. Never answer from a clipped result.
  • A result that withholds numbers (for example, the ad's creative was replaced): say that. Don't estimate.
  • Never recompute a metric the source returned, and never compare against outside benchmarks.
  • Name a metric exactly as the source defines it. Cost per click over all clicks is not cost per link click. A return on ad spend of 0 with no purchases tracked means no purchases were tracked, not a result.
  • Report what a number is, not a business verdict. A return on ad spend of 0.7 is "about 70¢ of Meta-reported purchase value per $1 spent". It is not "losing money": Meta's purchase value is its own attributed figure, not revenue, margin or repeat purchases. The same goes for "profitable" and "wasting money".
  • Never call data "complete" or vouch for a total ("the total holds"). A clean connection means the last sync finished, not that every row is proven. Say which parts synced and which failed, and let the numbers stand as reported.
  • A same-length comparison period can be shown side by side. Do not say the account is "up" or "down".
  • Performance of Goose's own creatives is not attribution. Never call it that, and when there are no Goose creatives with data, say so rather than falling back to account totals.
4. Shape the reply
  1. One sentence that answers the question, with its window and sync time.
  2. The caveat, if there is one, immediately after.
  3. Any other numbers, each with its window and sync time.
  4. At most one next step. None when the data is stale. None that changes an ad Goose did not publish.

Output

A chat reply in the shape above. Nothing is written: not the ads/ docs, not Meta, not memory.

Example (intermediate, partial connection):

You spent $212 on Meta from Sep 17 to Sep 23 (data last synced Sep 24, 09:00 UTC). One caveat: the last sync only partly finished, because ad creatives didn't import. Spend and clicks came through, but per-ad breakdowns may be missing some ads.

<!-- shared:answer-ads-questions end -->

Quality Checks

  • Every number in the reply appears in a read made this turn.
  • Every number has a date range and a sync time next to it.
  • The connection state was read this turn, and its class decided what was said.
  • A "why" answer cites a decisions.md entry date and evidence pointer, or says there is no record.
  • No offer to change an ad that Goose did not publish.
  • The words "currently", "right now" and "live numbers" never describe a synced figure.
  • No business verdicts ("losing money", "profitable") and no "complete" claims.

Failure Modes

SymptomCauseFix
Clean totals while the account is half-syncedOnly the numbers' own status was checkedRead the connection state every time (step 2)
"Your CPA is $41" when nothing was read this turnThe number came from state.md, a report or an earlier turnRead it, or quote the number as dated history
"Best ad" is wrongRanked the first page onlyRead every page before ranking
"Goose paused it because it was underperforming", but no decision says soA reason was made upQuote decisions.md, or say there is no recorded decision
Offers to pause an ad the user built themselvesTreated every ad in the account as Goose'sRule 5: Goose's only with a Goose push behind it
"No alerts"Claimed a read that does not exist on this hostSay only what was read

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

Files

SKILL.md and 5 other files (references) in skills/ads/capabilities/answer-ads-questions of gooseworks-ai/goose-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/direct-meta-adapter.md
  • references/gooseworks-adapter.md
  • references/planning-only.md
  • skill.meta.json

Open the folder on GitHubat commit c650c6d

Compare with similar skills

Answer Ads Questions 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.

Answer Ads Questions compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Answer Ads Questions this skillgooseworks-ai/goose-skills1.2k—~3.1kAutomated safety check: PassMIT
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 Answer Ads Questions

What does Answer Ads Questions do?

Answer questions about a brand's Meta ads (spend, results, which ad is winning, is it paused, why did Goose do that) only from reads made in the same turn, with the data window and sync time on…. Answer Ads Questions is an agent skill from gooseworks-ai/goose-skills. Answer questions about a brand's Meta ads (spend, results, which ad is winning, is it paused, why did Goose do that) only from reads made in the same turn, with the data window and sync time on every number and a plain caveat when the connection is stale or partial.

When should I use Answer Ads Questions?

Answer Ads Questions fits situations like: A user asks how their ads are doing; why an ad action was taken.

How do I install Answer Ads Questions in Claude Code?

Run `npx skills add gooseworks-ai/goose-skills --skill answer-ads-questions -a claude-code`. Or copy the skill folder (skills/ads/capabilities/answer-ads-questions in gooseworks-ai/goose-skills) into .claude/skills/answer-ads-questions in your project. Claude Code loads it when a task matches its description.

How do I install Answer Ads Questions in Codex?

Run `npx skills add gooseworks-ai/goose-skills --skill answer-ads-questions -a codex`. Or copy the skill folder (skills/ads/capabilities/answer-ads-questions in gooseworks-ai/goose-skills) into .agents/skills/answer-ads-questions in your project. Codex loads it when a task matches its description.

Can I use Answer Ads Questions 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 gooseworks-ai/goose-skills --skill answer-ads-questions -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/answer-ads-questions, .gemini/skills/answer-ads-questions, .github/skills/answer-ads-questions and .opencode/skills/answer-ads-questions in your project.

What does Answer Ads Questions need to run?

SKILL.md names no scripts, command-line tools or credentials: Answer Ads Questions is instructions for the agent only.

Does Answer Ads Questions 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 Answer Ads Questions 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 Answer Ads Questions use?

Answer Ads Questions is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Answer Ads Questions use?

About 3.1k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3k tokens, read only when the agent opens those files.

What are the alternatives to Answer Ads Questions?

Skills that share tags, products or a category with Answer Ads Questions: 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 Answer Ads Questions?

gooseworks-ai (a GitHub organization) maintains it in gooseworks-ai/goose-skills, which has 1,240 GitHub stars. The repository holds 273 skills in this directory. The repository was last updated on October 8, 2026.

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