Creator · ScrapeCreators
Last updated · Sep 7, 2026
Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads.
Creator · ScrapeCreators
Last updated · Sep 7, 2026
Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads.
Creator · ScrapeCreators
Last updated · Sep 7, 2026
Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads.
Creator · ScrapeCreators
Last updated · Sep 7, 2026
Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads.
Sandbox only
Install targets
Codex install prompt
Install the "ad-library-teardown" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/ad-library-teardown. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"scrapecreators-ad-library-teardown","task":"Install ad-library-teardown","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Maintenance
fresh
12d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
2.1K
80/100 Quality · 70/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 22 forks
Maintenance
12d since push
License
MIT
Install
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownDo not use when
Alternative
175.1K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
Agent should check
Copy prompt
Task: Use ad-library-teardown in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install
Install command: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
LLM text format
/api/skills/scrapecreators-ad-library-teardown/install?format=text
Find alternatives
/api/skills/search?q=ad-library-teardown&limit=3
Agent prompt
Use ad-library-teardown for this task. Review https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install, then install with: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/scrapecreators-ad-library-teardown
LLM text
/api/registry/manifest/scrapecreators-ad-library-teardown?format=text
Install alias
/api/registry/install/scrapecreators-ad-library-teardown
Recommend
/api/registry/recommend?task=Use%20ad-library-teardown%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 22 forks; issue activity unavailable in current metadata
Recent maintenance
PASS12d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: ad-library-teardown description: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. allowed-tools: Bash, Read, Write, WebFetch
version: 1.0.0 author: ScrapeCreators license: MIT homepage: https://scrapecreators.com repository: https://github.com/ScrapeCreators/social-media-research-skills metadata: openclaw: requires: env: - SCRAPECREATORS_API_KEY primaryEnv: SCRAPECREATORS_API_KEY homepage: https://scrapecreators.com tags: - social-media - research - scrapecreators ---
# Ad Library Teardown
## Overview
Analyze public ads to understand a competitor's messaging, offers, creative strategy, and testing angles. The output should be a practical teardown marketers can use to write better ads or decide what to test.
## When to Use
Use this skill when the user asks to:
- analyze a competitor's active ads - search Meta/Facebook, Google, or LinkedIn ad libraries - extract ad hooks, CTAs, claims, offers, and landing page angles - compare ad messaging across competitors - summarize video ad transcripts - generate ad test ideas from competitor ads
## Data Sources
| Ad library | Search/list endpoint | Detail endpoint | Transcript endpoint | |---|---|---|---| | Meta/Facebook | `/v1/facebook/adLibrary/search/ads`, `/v1/facebook/adLibrary/company/ads`, `/v1/facebook/adLibrary/search/companies` | `/v1/facebook/adLibrary/ad` | `/v1/facebook/adLibrary/ad/transcript` | | Google | `/v1/google/adLibrary/advertisers/search`, `/v1/google/company/ads` | `/v1/google/ad` | n/a | | LinkedIn | `/v1/linkedin/ads/search` | `/v1/linkedin/ad` | n/a |
## Workflow
1. **Find the advertiser** - Use company search endpoints when the user provides only a brand name. - Use domain/advertiser/page IDs when available.
2. **Fetch active ads** - Prefer active ads unless the user asks for historical analysis. - Capture platform, advertiser/page, ad ID, start date, creative type, text, headline, CTA, destination URL, and source URL.
3. **Fetch details for representative ads** - Enrich the ads with detail endpoints. - For video Meta ads, fetch transcripts when available.
4. **Cluster messaging** Group ads by: - pain point - persona - offer - proof/social proof - feature/benefit - objection handled - comparison/alternative angle - urgency/discount
5. **Extract swipeable elements** - hooks - headlines - primary text patterns - CTAs - claims - offers - visual/creative concepts
6. **Recommend tests** Suggest tests based on repeated patterns and gaps, not random ideas.
## Output Format
```markdown # Ad Library Teardown: {brand}
## Summary - Ads analyzed: {count} - Platforms: Meta / Google / LinkedIn - Main positioning: - Strongest repeated offer:
## Messaging Angles | Angle | Evidence | Example ads | Notes | |---|---|---|---|
## Hooks and Headlines Swipe File - "..." - "..."
## Offers and CTAs | Offer | CTA | Platform | Example | |---|---|---|---|
## Video Transcript Notes - [Ad](url): summary, hook, best quote
## What They Appear to Be Testing 1. ... 2. ...
## Recommended Tests for Us 1. ... 2. ... 3. ...
## Sources - [Ad](url) ```
## Common Pitfalls
- Do not claim an ad is winning just because it is active. Say it is active or repeated; performance is not public unless the endpoint returns it. - Do not ignore repeated ads. Repetition is often a useful signal. - Do not invent spend, conversion rate, or targeting unless public data includes it. - Do not skip video transcripts when the user asks for hooks or messaging from video ads.
Source provenance
Decision snapshot
2,117 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ad-library-teardown, ready for a manual X post.
ad-library-teardown: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libr... 2.1K stars https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x
Listing + install path for ad-library-teardown: https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x Install: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-tea...
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to ScrapeCreators but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown/audit)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ScrapeCreators
@scrapecreators
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
175.1K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
85.2K StarsVox Director
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
1.8K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
175.1K StarsSandbox only
Install targets
Codex install prompt
Install the "ad-library-teardown" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/ad-library-teardown. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"scrapecreators-ad-library-teardown","task":"Install ad-library-teardown","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Maintenance
fresh
12d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
2.1K
80/100 Quality · 70/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 22 forks
Maintenance
12d since push
License
MIT
Install
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownDo not use when
Alternative
175.1K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
Agent should check
Copy prompt
Task: Use ad-library-teardown in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install
Install command: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
LLM text format
/api/skills/scrapecreators-ad-library-teardown/install?format=text
Find alternatives
/api/skills/search?q=ad-library-teardown&limit=3
Agent prompt
Use ad-library-teardown for this task. Review https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install, then install with: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/scrapecreators-ad-library-teardown
LLM text
/api/registry/manifest/scrapecreators-ad-library-teardown?format=text
Install alias
/api/registry/install/scrapecreators-ad-library-teardown
Recommend
/api/registry/recommend?task=Use%20ad-library-teardown%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 22 forks; issue activity unavailable in current metadata
Recent maintenance
PASS12d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: ad-library-teardown description: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. allowed-tools: Bash, Read, Write, WebFetch
version: 1.0.0 author: ScrapeCreators license: MIT homepage: https://scrapecreators.com repository: https://github.com/ScrapeCreators/social-media-research-skills metadata: openclaw: requires: env: - SCRAPECREATORS_API_KEY primaryEnv: SCRAPECREATORS_API_KEY homepage: https://scrapecreators.com tags: - social-media - research - scrapecreators ---
# Ad Library Teardown
## Overview
Analyze public ads to understand a competitor's messaging, offers, creative strategy, and testing angles. The output should be a practical teardown marketers can use to write better ads or decide what to test.
## When to Use
Use this skill when the user asks to:
- analyze a competitor's active ads - search Meta/Facebook, Google, or LinkedIn ad libraries - extract ad hooks, CTAs, claims, offers, and landing page angles - compare ad messaging across competitors - summarize video ad transcripts - generate ad test ideas from competitor ads
## Data Sources
| Ad library | Search/list endpoint | Detail endpoint | Transcript endpoint | |---|---|---|---| | Meta/Facebook | `/v1/facebook/adLibrary/search/ads`, `/v1/facebook/adLibrary/company/ads`, `/v1/facebook/adLibrary/search/companies` | `/v1/facebook/adLibrary/ad` | `/v1/facebook/adLibrary/ad/transcript` | | Google | `/v1/google/adLibrary/advertisers/search`, `/v1/google/company/ads` | `/v1/google/ad` | n/a | | LinkedIn | `/v1/linkedin/ads/search` | `/v1/linkedin/ad` | n/a |
## Workflow
1. **Find the advertiser** - Use company search endpoints when the user provides only a brand name. - Use domain/advertiser/page IDs when available.
2. **Fetch active ads** - Prefer active ads unless the user asks for historical analysis. - Capture platform, advertiser/page, ad ID, start date, creative type, text, headline, CTA, destination URL, and source URL.
3. **Fetch details for representative ads** - Enrich the ads with detail endpoints. - For video Meta ads, fetch transcripts when available.
4. **Cluster messaging** Group ads by: - pain point - persona - offer - proof/social proof - feature/benefit - objection handled - comparison/alternative angle - urgency/discount
5. **Extract swipeable elements** - hooks - headlines - primary text patterns - CTAs - claims - offers - visual/creative concepts
6. **Recommend tests** Suggest tests based on repeated patterns and gaps, not random ideas.
## Output Format
```markdown # Ad Library Teardown: {brand}
## Summary - Ads analyzed: {count} - Platforms: Meta / Google / LinkedIn - Main positioning: - Strongest repeated offer:
## Messaging Angles | Angle | Evidence | Example ads | Notes | |---|---|---|---|
## Hooks and Headlines Swipe File - "..." - "..."
## Offers and CTAs | Offer | CTA | Platform | Example | |---|---|---|---|
## Video Transcript Notes - [Ad](url): summary, hook, best quote
## What They Appear to Be Testing 1. ... 2. ...
## Recommended Tests for Us 1. ... 2. ... 3. ...
## Sources - [Ad](url) ```
## Common Pitfalls
- Do not claim an ad is winning just because it is active. Say it is active or repeated; performance is not public unless the endpoint returns it. - Do not ignore repeated ads. Repetition is often a useful signal. - Do not invent spend, conversion rate, or targeting unless public data includes it. - Do not skip video transcripts when the user asks for hooks or messaging from video ads.
Source provenance
Decision snapshot
2,117 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ad-library-teardown, ready for a manual X post.
ad-library-teardown: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libr... 2.1K stars https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x
Listing + install path for ad-library-teardown: https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x Install: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-tea...
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to ScrapeCreators but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown/audit)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ScrapeCreators
@scrapecreators
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
175.1K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
85.2K StarsVox Director
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
1.8K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
175.1K StarsSandbox only
Install targets
Codex install prompt
Install the "ad-library-teardown" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/ad-library-teardown. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"scrapecreators-ad-library-teardown","task":"Install ad-library-teardown","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Maintenance
fresh
12d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
2.1K
80/100 Quality · 70/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 22 forks
Maintenance
12d since push
License
MIT
Install
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownDo not use when
Alternative
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npx skills add anthropics/skills --skill frontend-design
Alternative
85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
Agent should check
Copy prompt
Task: Use ad-library-teardown in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install
Install command: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
LLM text format
/api/skills/scrapecreators-ad-library-teardown/install?format=text
Find alternatives
/api/skills/search?q=ad-library-teardown&limit=3
Agent prompt
Use ad-library-teardown for this task. Review https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install, then install with: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/scrapecreators-ad-library-teardown
LLM text
/api/registry/manifest/scrapecreators-ad-library-teardown?format=text
Install alias
/api/registry/install/scrapecreators-ad-library-teardown
Recommend
/api/registry/recommend?task=Use%20ad-library-teardown%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 22 forks; issue activity unavailable in current metadata
Recent maintenance
PASS12d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: ad-library-teardown description: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. allowed-tools: Bash, Read, Write, WebFetch
version: 1.0.0 author: ScrapeCreators license: MIT homepage: https://scrapecreators.com repository: https://github.com/ScrapeCreators/social-media-research-skills metadata: openclaw: requires: env: - SCRAPECREATORS_API_KEY primaryEnv: SCRAPECREATORS_API_KEY homepage: https://scrapecreators.com tags: - social-media - research - scrapecreators ---
# Ad Library Teardown
## Overview
Analyze public ads to understand a competitor's messaging, offers, creative strategy, and testing angles. The output should be a practical teardown marketers can use to write better ads or decide what to test.
## When to Use
Use this skill when the user asks to:
- analyze a competitor's active ads - search Meta/Facebook, Google, or LinkedIn ad libraries - extract ad hooks, CTAs, claims, offers, and landing page angles - compare ad messaging across competitors - summarize video ad transcripts - generate ad test ideas from competitor ads
## Data Sources
| Ad library | Search/list endpoint | Detail endpoint | Transcript endpoint | |---|---|---|---| | Meta/Facebook | `/v1/facebook/adLibrary/search/ads`, `/v1/facebook/adLibrary/company/ads`, `/v1/facebook/adLibrary/search/companies` | `/v1/facebook/adLibrary/ad` | `/v1/facebook/adLibrary/ad/transcript` | | Google | `/v1/google/adLibrary/advertisers/search`, `/v1/google/company/ads` | `/v1/google/ad` | n/a | | LinkedIn | `/v1/linkedin/ads/search` | `/v1/linkedin/ad` | n/a |
## Workflow
1. **Find the advertiser** - Use company search endpoints when the user provides only a brand name. - Use domain/advertiser/page IDs when available.
2. **Fetch active ads** - Prefer active ads unless the user asks for historical analysis. - Capture platform, advertiser/page, ad ID, start date, creative type, text, headline, CTA, destination URL, and source URL.
3. **Fetch details for representative ads** - Enrich the ads with detail endpoints. - For video Meta ads, fetch transcripts when available.
4. **Cluster messaging** Group ads by: - pain point - persona - offer - proof/social proof - feature/benefit - objection handled - comparison/alternative angle - urgency/discount
5. **Extract swipeable elements** - hooks - headlines - primary text patterns - CTAs - claims - offers - visual/creative concepts
6. **Recommend tests** Suggest tests based on repeated patterns and gaps, not random ideas.
## Output Format
```markdown # Ad Library Teardown: {brand}
## Summary - Ads analyzed: {count} - Platforms: Meta / Google / LinkedIn - Main positioning: - Strongest repeated offer:
## Messaging Angles | Angle | Evidence | Example ads | Notes | |---|---|---|---|
## Hooks and Headlines Swipe File - "..." - "..."
## Offers and CTAs | Offer | CTA | Platform | Example | |---|---|---|---|
## Video Transcript Notes - [Ad](url): summary, hook, best quote
## What They Appear to Be Testing 1. ... 2. ...
## Recommended Tests for Us 1. ... 2. ... 3. ...
## Sources - [Ad](url) ```
## Common Pitfalls
- Do not claim an ad is winning just because it is active. Say it is active or repeated; performance is not public unless the endpoint returns it. - Do not ignore repeated ads. Repetition is often a useful signal. - Do not invent spend, conversion rate, or targeting unless public data includes it. - Do not skip video transcripts when the user asks for hooks or messaging from video ads.
Source provenance
Decision snapshot
2,117 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ad-library-teardown, ready for a manual X post.
ad-library-teardown: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libr... 2.1K stars https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x
Listing + install path for ad-library-teardown: https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x Install: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-tea...
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to ScrapeCreators but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown/audit)
[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ScrapeCreators
@scrapecreators
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
175.1K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
85.2K StarsVox Director
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
1.8K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
175.1K StarsSandbox only
Install targets
Codex install prompt
Install the "ad-library-teardown" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/ad-library-teardown. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"scrapecreators-ad-library-teardown","task":"Install ad-library-teardown","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Maintenance
fresh
12d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
2.1K
80/100 Quality · 70/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 22 forks
Maintenance
12d since push
License
MIT
Install
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownDo not use when
Alternative
175.1K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
Agent should check
Copy prompt
Task: Use ad-library-teardown in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ad-library-teardown%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install
Install command: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardown
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/scrapecreators-ad-library-teardown/install
LLM text format
/api/skills/scrapecreators-ad-library-teardown/install?format=text
Find alternatives
/api/skills/search?q=ad-library-teardown&limit=3
Agent prompt
Use ad-library-teardown for this task. Review https://www.openagentskill.com/api/skills/scrapecreators-ad-library-teardown/install, then install with: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-teardownRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/scrapecreators-ad-library-teardown
LLM text
/api/registry/manifest/scrapecreators-ad-library-teardown?format=text
Install alias
/api/registry/install/scrapecreators-ad-library-teardown
Recommend
/api/registry/recommend?task=Use%20ad-library-teardown%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 22 forks; issue activity unavailable in current metadata
Recent maintenance
PASS12d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: ad-library-teardown description: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads. allowed-tools: Bash, Read, Write, WebFetch
version: 1.0.0 author: ScrapeCreators license: MIT homepage: https://scrapecreators.com repository: https://github.com/ScrapeCreators/social-media-research-skills metadata: openclaw: requires: env: - SCRAPECREATORS_API_KEY primaryEnv: SCRAPECREATORS_API_KEY homepage: https://scrapecreators.com tags: - social-media - research - scrapecreators ---
# Ad Library Teardown
## Overview
Analyze public ads to understand a competitor's messaging, offers, creative strategy, and testing angles. The output should be a practical teardown marketers can use to write better ads or decide what to test.
## When to Use
Use this skill when the user asks to:
- analyze a competitor's active ads - search Meta/Facebook, Google, or LinkedIn ad libraries - extract ad hooks, CTAs, claims, offers, and landing page angles - compare ad messaging across competitors - summarize video ad transcripts - generate ad test ideas from competitor ads
## Data Sources
| Ad library | Search/list endpoint | Detail endpoint | Transcript endpoint | |---|---|---|---| | Meta/Facebook | `/v1/facebook/adLibrary/search/ads`, `/v1/facebook/adLibrary/company/ads`, `/v1/facebook/adLibrary/search/companies` | `/v1/facebook/adLibrary/ad` | `/v1/facebook/adLibrary/ad/transcript` | | Google | `/v1/google/adLibrary/advertisers/search`, `/v1/google/company/ads` | `/v1/google/ad` | n/a | | LinkedIn | `/v1/linkedin/ads/search` | `/v1/linkedin/ad` | n/a |
## Workflow
1. **Find the advertiser** - Use company search endpoints when the user provides only a brand name. - Use domain/advertiser/page IDs when available.
2. **Fetch active ads** - Prefer active ads unless the user asks for historical analysis. - Capture platform, advertiser/page, ad ID, start date, creative type, text, headline, CTA, destination URL, and source URL.
3. **Fetch details for representative ads** - Enrich the ads with detail endpoints. - For video Meta ads, fetch transcripts when available.
4. **Cluster messaging** Group ads by: - pain point - persona - offer - proof/social proof - feature/benefit - objection handled - comparison/alternative angle - urgency/discount
5. **Extract swipeable elements** - hooks - headlines - primary text patterns - CTAs - claims - offers - visual/creative concepts
6. **Recommend tests** Suggest tests based on repeated patterns and gaps, not random ideas.
## Output Format
```markdown # Ad Library Teardown: {brand}
## Summary - Ads analyzed: {count} - Platforms: Meta / Google / LinkedIn - Main positioning: - Strongest repeated offer:
## Messaging Angles | Angle | Evidence | Example ads | Notes | |---|---|---|---|
## Hooks and Headlines Swipe File - "..." - "..."
## Offers and CTAs | Offer | CTA | Platform | Example | |---|---|---|---|
## Video Transcript Notes - [Ad](url): summary, hook, best quote
## What They Appear to Be Testing 1. ... 2. ...
## Recommended Tests for Us 1. ... 2. ... 3. ...
## Sources - [Ad](url) ```
## Common Pitfalls
- Do not claim an ad is winning just because it is active. Say it is active or repeated; performance is not public unless the endpoint returns it. - Do not ignore repeated ads. Repetition is often a useful signal. - Do not invent spend, conversion rate, or targeting unless public data includes it. - Do not skip video transcripts when the user asks for hooks or messaging from video ads.
Source provenance
Decision snapshot
2,117 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ad-library-teardown, ready for a manual X post.
ad-library-teardown: Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libr... 2.1K stars https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x
Listing + install path for ad-library-teardown: https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=x Install: npx skills add ScrapeCreators/social-media-research-skills --skill ad-library-tea...
Listing source
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[](https://www.openagentskill.com/skills/scrapecreators-ad-library-teardown?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ScrapeCreators
@scrapecreators
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Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
175.1K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
85.2K StarsVox Director
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
1.8K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
175.1K StarsPermission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness