What is ad-angle-miner?

An analysis tool that finds high-performing advertising messages in customer reviews, Reddit complaints, support tickets, and competitor ads. An ad angle is the central problem, benefit, or message used to persuade a buyer.

Use it to build an ad message bank, identify customer pain language and competitor weaknesses, find outcome phrases, and choose ad formats for each angle.

It replaces guesswork about what to say with language and pain points drawn from real customer and competitor material. It also ranks the resulting angles and includes supporting quotes.

ad-angle-miner — Skill for Claude Code and Codex by gooseworks-ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add gooseworks-ai/gooseworks-skills --skill ad-angle-miner

Clone the repo

git clone --depth 1 https://github.com/gooseworks-ai/gooseworks-skills

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/gooseworks-ai/gooseworks-skills/ad-angle-miner/github.svg)](https://agentmods.dev/skills/gooseworks-ai/gooseworks-skills/ad-angle-miner)

Your own site

<a href="https://agentmods.dev/skills/gooseworks-ai/gooseworks-skills/ad-angle-miner"><img src="https://agentmods.dev/badge/skills/gooseworks-ai/gooseworks-skills/ad-angle-miner/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/gooseworks-ai/gooseworks-skills/ad-angle-miner"><img src="https://agentmods.dev/badge/skills/gooseworks-ai/gooseworks-skills/ad-angle-miner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 58 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,957 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 unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00058	$0.01957
Opus 5.5	$0.00023	$0.00783
Sonnet 5.5	$0.00012	$0.00391
Haiku 4.5	$0.00006	$0.00196

Measured 2mo ago against content hash 7b8ff55e7d1d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ad-angle-miner 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.

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/composites/ad-angle-miner/SKILL.md · 225 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

1 file 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.

skill.meta.json 370 B

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.

2mo ago First seen · 225 lines · 58 tokens per session scan A 7b8ff55e7d1d

Subscribe to this mod's changes

ad-angle-miner is a skill published in the GitHub repository gooseworks-ai/gooseworks-skills (12 stars, last pushed 7mo ago), with no licence file. It adds 58 tokens to every session and 1,957 once invoked, about $0.0002 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.

Analytics and metrics Marketing and SEO ads

ad-angle-miner next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ad-angle-minergooseworks-ai/gooseworks-skills	Skill	12	7mo ago	none	A	58	Claude Code, Codex
ad-campaign-analyzersickn33/agentic-awesome-skills	Skill	49k	yesterday	MIT	A	28	Claude Code
adcp-advertisingLeoYeAI/openclaw-master-skills	Skill	2.2k	6d ago	MIT	A	103	Claude Code, Codex
paid-ad-copy-writerAffitor/affiliate-skills	Skill	767	18d ago	MIT	A	91	Claude Code
gooseworksgooseworks-ai/goose-skills	Skill	1.3k	11d ago	MIT	A	70	Claude Code
google-ads-auditswan-gtm/gtm-skills	Skill	231	17d ago	MIT	A	146	Claude Code, Codex
meta-ads-auditswan-gtm/gtm-skills	Skill	231	17d ago	MIT	A	158	Claude Code, Codex