Review then install
Install targets
Codex install prompt
Install the "AI Map Py" agent skill from https://github.com/oxylabs/ai-map-py. 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: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website. 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":"oxylabs-ai-map-py","task":"Install AI Map Py","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
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add oxylabs/ai-map-py
Maintenance
active
5mo since push
Risk
Safe to try
License is unclear
GitHub quality
1.3K
87/100 Quality · 84/100 Trust
Coverage tags
Review notes
License is unclear · License clarity: Unknown
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
1.3K GitHub stars
Repo activity
1.3K stars, 0 forks
Maintenance
5mo since push
License
Unknown
Install
npx skills add oxylabs/ai-map-py
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
Do not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
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%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/oxylabs-ai-map-py/install
Agent should check
Copy prompt
Task: Use AI Map Py in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install
Install command: npx skills add oxylabs/ai-map-py
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/oxylabs-ai-map-py/install
LLM text format
/api/skills/oxylabs-ai-map-py/install?format=text
Find alternatives
/api/skills/search?q=AI%20Map%20Py&limit=3
Agent prompt
Use AI Map Py for this task. Review https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install, then install with: npx skills add oxylabs/ai-map-pyRegistry 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/oxylabs-ai-map-py
LLM text
/api/registry/manifest/oxylabs-ai-map-py?format=text
Install alias
/api/registry/install/oxylabs-ai-map-py
Recommend
/api/registry/recommend?task=Use%20AI%20Map%20Py%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Web Automation, 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
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
INFO5mo since push
License clarity
CHECKUnknown
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
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.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Make AI agents interact with websites using natural language
Open-source LLM-friendly web crawler and scraper
Python scraper based on AI
Control web interfaces with natural language agents
AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
1,286 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 AI Map Py, ready for a manual X post.
A practical pick for a web workflow: AI Map Py: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently disco... 1.3K stars https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x
Listing + install path for AI Map Py: https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x Install: npx skills add oxylabs/ai-map-py
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 Community indexed listing is attributed to oxylabs 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/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py/audit)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)oxylabs✓
@oxylabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
Review then install
Install targets
Codex install prompt
Install the "AI Map Py" agent skill from https://github.com/oxylabs/ai-map-py. 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: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website. 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":"oxylabs-ai-map-py","task":"Install AI Map Py","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
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add oxylabs/ai-map-py
Maintenance
active
5mo since push
Risk
Safe to try
License is unclear
GitHub quality
1.3K
87/100 Quality · 84/100 Trust
Coverage tags
Review notes
License is unclear · License clarity: Unknown
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
1.3K GitHub stars
Repo activity
1.3K stars, 0 forks
Maintenance
5mo since push
License
Unknown
Install
npx skills add oxylabs/ai-map-py
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
Do not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
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%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/oxylabs-ai-map-py/install
Agent should check
Copy prompt
Task: Use AI Map Py in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install
Install command: npx skills add oxylabs/ai-map-py
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/oxylabs-ai-map-py/install
LLM text format
/api/skills/oxylabs-ai-map-py/install?format=text
Find alternatives
/api/skills/search?q=AI%20Map%20Py&limit=3
Agent prompt
Use AI Map Py for this task. Review https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install, then install with: npx skills add oxylabs/ai-map-pyRegistry 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/oxylabs-ai-map-py
LLM text
/api/registry/manifest/oxylabs-ai-map-py?format=text
Install alias
/api/registry/install/oxylabs-ai-map-py
Recommend
/api/registry/recommend?task=Use%20AI%20Map%20Py%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Web Automation, 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
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
INFO5mo since push
License clarity
CHECKUnknown
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
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.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Make AI agents interact with websites using natural language
Open-source LLM-friendly web crawler and scraper
Python scraper based on AI
Control web interfaces with natural language agents
AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
1,286 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 AI Map Py, ready for a manual X post.
A practical pick for a web workflow: AI Map Py: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently disco... 1.3K stars https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x
Listing + install path for AI Map Py: https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x Install: npx skills add oxylabs/ai-map-py
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 Community indexed listing is attributed to oxylabs 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/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py/audit)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)oxylabs✓
@oxylabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
Review then install
Install targets
Codex install prompt
Install the "AI Map Py" agent skill from https://github.com/oxylabs/ai-map-py. 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: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website. 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":"oxylabs-ai-map-py","task":"Install AI Map Py","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
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add oxylabs/ai-map-py
Maintenance
active
5mo since push
Risk
Safe to try
License is unclear
GitHub quality
1.3K
87/100 Quality · 84/100 Trust
Coverage tags
Review notes
License is unclear · License clarity: Unknown
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
1.3K GitHub stars
Repo activity
1.3K stars, 0 forks
Maintenance
5mo since push
License
Unknown
Install
npx skills add oxylabs/ai-map-py
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
Do not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
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%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/oxylabs-ai-map-py/install
Agent should check
Copy prompt
Task: Use AI Map Py in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install
Install command: npx skills add oxylabs/ai-map-py
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/oxylabs-ai-map-py/install
LLM text format
/api/skills/oxylabs-ai-map-py/install?format=text
Find alternatives
/api/skills/search?q=AI%20Map%20Py&limit=3
Agent prompt
Use AI Map Py for this task. Review https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install, then install with: npx skills add oxylabs/ai-map-pyRegistry 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/oxylabs-ai-map-py
LLM text
/api/registry/manifest/oxylabs-ai-map-py?format=text
Install alias
/api/registry/install/oxylabs-ai-map-py
Recommend
/api/registry/recommend?task=Use%20AI%20Map%20Py%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Web Automation, 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
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
INFO5mo since push
License clarity
CHECKUnknown
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
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.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Make AI agents interact with websites using natural language
Open-source LLM-friendly web crawler and scraper
Python scraper based on AI
Control web interfaces with natural language agents
AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
1,286 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 AI Map Py, ready for a manual X post.
A practical pick for a web workflow: AI Map Py: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently disco... 1.3K stars https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x
Listing + install path for AI Map Py: https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x Install: npx skills add oxylabs/ai-map-py
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 Community indexed listing is attributed to oxylabs 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/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py/audit)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)oxylabs✓
@oxylabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
Review then install
Install targets
Codex install prompt
Install the "AI Map Py" agent skill from https://github.com/oxylabs/ai-map-py. 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: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website. 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":"oxylabs-ai-map-py","task":"Install AI Map Py","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
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add oxylabs/ai-map-py
Maintenance
active
5mo since push
Risk
Safe to try
License is unclear
GitHub quality
1.3K
87/100 Quality · 84/100 Trust
Coverage tags
Review notes
License is unclear · License clarity: Unknown
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
1.3K GitHub stars
Repo activity
1.3K stars, 0 forks
Maintenance
5mo since push
License
Unknown
Install
npx skills add oxylabs/ai-map-py
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
Do not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
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%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/oxylabs-ai-map-py/install
Agent should check
Copy prompt
Task: Use AI Map Py in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20AI%20Map%20Py%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install
Install command: npx skills add oxylabs/ai-map-py
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/oxylabs-ai-map-py/install
LLM text format
/api/skills/oxylabs-ai-map-py/install?format=text
Find alternatives
/api/skills/search?q=AI%20Map%20Py&limit=3
Agent prompt
Use AI Map Py for this task. Review https://www.openagentskill.com/api/skills/oxylabs-ai-map-py/install, then install with: npx skills add oxylabs/ai-map-pyRegistry 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/oxylabs-ai-map-py
LLM text
/api/registry/manifest/oxylabs-ai-map-py?format=text
Install alias
/api/registry/install/oxylabs-ai-map-py
Recommend
/api/registry/recommend?task=Use%20AI%20Map%20Py%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Web Automation, 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
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
INFO5mo since push
License clarity
CHECKUnknown
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
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.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Make AI agents interact with websites using natural language
Open-source LLM-friendly web crawler and scraper
Python scraper based on AI
Control web interfaces with natural language agents
AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
1,286 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 AI Map Py, ready for a manual X post.
A practical pick for a web workflow: AI Map Py: AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently disco... 1.3K stars https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x
Listing + install path for AI Map Py: https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=x Install: npx skills add oxylabs/ai-map-py
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 Community indexed listing is attributed to oxylabs 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/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py/audit)
[](https://www.openagentskill.com/skills/oxylabs-ai-map-py?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)oxylabs✓
@oxylabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
standard package or runtime install path
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
standard package or runtime install path
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
standard package or runtime install path
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
standard package or runtime install path
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness