@Qianlitp
Creator · Qianlitp
Last updated · Sep 1, 2026
Crawlergo
REVIEW · 72Community indexed
A powerful browser crawler for web vulnerability scanners
Creator · Qianlitp
Last updated · Sep 1, 2026
A powerful browser crawler for web vulnerability scanners
Creator · Qianlitp
Last updated · Sep 1, 2026
A powerful browser crawler for web vulnerability scanners
Creator · Qianlitp
Last updated · Sep 1, 2026
A powerful browser crawler for web vulnerability scanners
Creator · Qianlitp
Last updated · Sep 1, 2026
A powerful browser crawler for web vulnerability scanners
Sandbox only
Install targets
Codex install prompt
Install the "Crawlergo" agent skill from https://github.com/Qianlitp/crawlergo. 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: A powerful browser crawler for web vulnerability scanners 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":"qianlitp-crawlergo","task":"Install Crawlergo","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 + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Qianlitp/crawlergo
Maintenance
stale
1y since push
Risk
Needs review
Repository appears stale
GitHub quality
3.0K
75/100 Quality · 80/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
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
3.0K GitHub stars
Repo activity
3.0K stars, 495 forks
Maintenance
1y since push
License
GPL-3.0
Install
npx skills add Qianlitp/crawlergo
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
Do not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill may drive a browser or interact with web pages.
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.
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%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/qianlitp-crawlergo/install
Agent should check
Copy prompt
Task: Use Crawlergo in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install
Install command: npx skills add Qianlitp/crawlergo
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/qianlitp-crawlergo/install
LLM text format
/api/skills/qianlitp-crawlergo/install?format=text
Find alternatives
/api/skills/search?q=Crawlergo&limit=3
Agent prompt
Use Crawlergo for this task. Review https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install, then install with: npx skills add Qianlitp/crawlergoRegistry 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/qianlitp-crawlergo
LLM text
/api/registry/manifest/qianlitp-crawlergo?format=text
Install alias
/api/registry/install/qianlitp-crawlergo
Recommend
/api/registry/recommend?task=Use%20Crawlergo%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Go, Crawler, Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Web scraping
Trust label
Strong shortlist
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
PASS3.0K GitHub stars
Stars/forks activity
PASS3.0K stars, 495 forks; issue activity unavailable in current metadata
Recent maintenance
FIX1y since push
License clarity
PASSGPL-3.0
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
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Reduce risk
I need my agent to scan a project for security risks and summarize what needs attention.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
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
A powerful browser crawler for web vulnerability scanners
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
3,031 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 Crawlergo, ready for a manual X post.
A practical pick for a web workflow: Crawlergo: A powerful browser crawler for web vulnerability scanners 3.0K stars https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x
Listing + install path for Crawlergo: https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x Install: npx skills add Qianlitp/crawlergo
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 Qianlitp 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/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo/audit)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Qianlitp✓
@qianlitp
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Sandbox only
Install targets
Codex install prompt
Install the "Crawlergo" agent skill from https://github.com/Qianlitp/crawlergo. 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: A powerful browser crawler for web vulnerability scanners 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":"qianlitp-crawlergo","task":"Install Crawlergo","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 + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Qianlitp/crawlergo
Maintenance
stale
1y since push
Risk
Needs review
Repository appears stale
GitHub quality
3.0K
75/100 Quality · 80/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
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
3.0K GitHub stars
Repo activity
3.0K stars, 495 forks
Maintenance
1y since push
License
GPL-3.0
Install
npx skills add Qianlitp/crawlergo
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
Do not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill may drive a browser or interact with web pages.
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.
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%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/qianlitp-crawlergo/install
Agent should check
Copy prompt
Task: Use Crawlergo in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install
Install command: npx skills add Qianlitp/crawlergo
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/qianlitp-crawlergo/install
LLM text format
/api/skills/qianlitp-crawlergo/install?format=text
Find alternatives
/api/skills/search?q=Crawlergo&limit=3
Agent prompt
Use Crawlergo for this task. Review https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install, then install with: npx skills add Qianlitp/crawlergoRegistry 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/qianlitp-crawlergo
LLM text
/api/registry/manifest/qianlitp-crawlergo?format=text
Install alias
/api/registry/install/qianlitp-crawlergo
Recommend
/api/registry/recommend?task=Use%20Crawlergo%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Go, Crawler, Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Web scraping
Trust label
Strong shortlist
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
PASS3.0K GitHub stars
Stars/forks activity
PASS3.0K stars, 495 forks; issue activity unavailable in current metadata
Recent maintenance
FIX1y since push
License clarity
PASSGPL-3.0
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
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Reduce risk
I need my agent to scan a project for security risks and summarize what needs attention.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
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
A powerful browser crawler for web vulnerability scanners
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
3,031 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 Crawlergo, ready for a manual X post.
A practical pick for a web workflow: Crawlergo: A powerful browser crawler for web vulnerability scanners 3.0K stars https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x
Listing + install path for Crawlergo: https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x Install: npx skills add Qianlitp/crawlergo
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 Qianlitp 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/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo/audit)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Qianlitp✓
@qianlitp
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Sandbox only
Install targets
Codex install prompt
Install the "Crawlergo" agent skill from https://github.com/Qianlitp/crawlergo. 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: A powerful browser crawler for web vulnerability scanners 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":"qianlitp-crawlergo","task":"Install Crawlergo","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 + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Qianlitp/crawlergo
Maintenance
stale
1y since push
Risk
Needs review
Repository appears stale
GitHub quality
3.0K
75/100 Quality · 80/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
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
3.0K GitHub stars
Repo activity
3.0K stars, 495 forks
Maintenance
1y since push
License
GPL-3.0
Install
npx skills add Qianlitp/crawlergo
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
Do not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill may drive a browser or interact with web pages.
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.
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%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/qianlitp-crawlergo/install
Agent should check
Copy prompt
Task: Use Crawlergo in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install
Install command: npx skills add Qianlitp/crawlergo
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/qianlitp-crawlergo/install
LLM text format
/api/skills/qianlitp-crawlergo/install?format=text
Find alternatives
/api/skills/search?q=Crawlergo&limit=3
Agent prompt
Use Crawlergo for this task. Review https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install, then install with: npx skills add Qianlitp/crawlergoRegistry 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/qianlitp-crawlergo
LLM text
/api/registry/manifest/qianlitp-crawlergo?format=text
Install alias
/api/registry/install/qianlitp-crawlergo
Recommend
/api/registry/recommend?task=Use%20Crawlergo%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Go, Crawler, Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Web scraping
Trust label
Strong shortlist
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
PASS3.0K GitHub stars
Stars/forks activity
PASS3.0K stars, 495 forks; issue activity unavailable in current metadata
Recent maintenance
FIX1y since push
License clarity
PASSGPL-3.0
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
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Reduce risk
I need my agent to scan a project for security risks and summarize what needs attention.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
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
A powerful browser crawler for web vulnerability scanners
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
3,031 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 Crawlergo, ready for a manual X post.
A practical pick for a web workflow: Crawlergo: A powerful browser crawler for web vulnerability scanners 3.0K stars https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x
Listing + install path for Crawlergo: https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x Install: npx skills add Qianlitp/crawlergo
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 Qianlitp 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/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo/audit)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Qianlitp✓
@qianlitp
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Sandbox only
Install targets
Codex install prompt
Install the "Crawlergo" agent skill from https://github.com/Qianlitp/crawlergo. 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: A powerful browser crawler for web vulnerability scanners 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":"qianlitp-crawlergo","task":"Install Crawlergo","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 + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Qianlitp/crawlergo
Maintenance
stale
1y since push
Risk
Needs review
Repository appears stale
GitHub quality
3.0K
75/100 Quality · 80/100 Trust
Coverage tags
Review notes
Repository appears stale · Financial research output is not financial advice; require human review before any live investment decision
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
3.0K GitHub stars
Repo activity
3.0K stars, 495 forks
Maintenance
1y since push
License
GPL-3.0
Install
npx skills add Qianlitp/crawlergo
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
Do not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Skill may drive a browser or interact with web pages.
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.
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%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/qianlitp-crawlergo/install
Agent should check
Copy prompt
Task: Use Crawlergo in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Crawlergo%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install
Install command: npx skills add Qianlitp/crawlergo
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/qianlitp-crawlergo/install
LLM text format
/api/skills/qianlitp-crawlergo/install?format=text
Find alternatives
/api/skills/search?q=Crawlergo&limit=3
Agent prompt
Use Crawlergo for this task. Review https://www.openagentskill.com/api/skills/qianlitp-crawlergo/install, then install with: npx skills add Qianlitp/crawlergoRegistry 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/qianlitp-crawlergo
LLM text
/api/registry/manifest/qianlitp-crawlergo?format=text
Install alias
/api/registry/install/qianlitp-crawlergo
Recommend
/api/registry/recommend?task=Use%20Crawlergo%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Go, Crawler, Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Web scraping
Trust label
Strong shortlist
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
PASS3.0K GitHub stars
Stars/forks activity
PASS3.0K stars, 495 forks; issue activity unavailable in current metadata
Recent maintenance
FIX1y since push
License clarity
PASSGPL-3.0
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
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Reduce risk
I need my agent to scan a project for security risks and summarize what needs attention.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
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
A powerful browser crawler for web vulnerability scanners
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
3,031 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 Crawlergo, ready for a manual X post.
A practical pick for a web workflow: Crawlergo: A powerful browser crawler for web vulnerability scanners 3.0K stars https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x
Listing + install path for Crawlergo: https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=x Install: npx skills add Qianlitp/crawlergo
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 Qianlitp 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/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo/audit)
[](https://www.openagentskill.com/skills/qianlitp-crawlergo?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Qianlitp✓
@qianlitp
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Sandbox only
standard package or runtime install path
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
standard package or runtime install path
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
standard package or runtime install path
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
standard package or runtime install path
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness