Real Skill packageSource verifiedClawHub registry

Web Search, Web Scraping, Crawl, Reddit, YouTube & App Research API

Search the web, scrape and crawl websites, map URLs, extract brand assets, research App Store and Google Play apps, Google Maps and Shopping, YouTube transcripts, Reddit, Instagram, TikTok, Hacker News, and structured public data.

Identity and source

Publisher attributionReplyNodesregistry owner unverified by skillvetai
Functional categoryBrowser Automation & RPAautomatically inferred · 68% rule confidence
Package forminstruction bundle7 recorded files
Canonical sourceClawHub registryclawhub:replynodes-ai:web-research-public-data
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/16/2026.claude/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 3, column 10: summary: Web research and public data MCP for AI agents: scrape, crawl and map … ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/16/2026.agents/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 3, column 10: summary: Web research and public data MCP for AI agents: scrape, crawl and map … ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/16/2026skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 3, column 10: summary: Web research and public data MCP for AI agents: scrape, crawl and map … ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @replynodes-ai/web-research-public-data
clawhub inspect @replynodes-ai/web-research-public-data --version 1.0.2

Security evidence

SkillVetAI static result: medium signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
6 / 7 inspected as text
Checked
9/16/2026, 4:58:45 PM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumSKILL.md YAML frontmatter is invalidSKILL.md:1 · confidence 100%Nested mappings are not allowed in compact mappings at line 3, column 10: summary: Web research and public data MCP for AI agents: scrape, crawl and map … ^
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/15/2026, 4:48:20 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:867dd3fc9b165df0c20b4f8afda408bda407c1c4659a6937a6abef2a5a3fde8d
Show up to 7 recorded paths
  • LICENSE
  • PROVENANCE.md
  • README.md
  • RELEASE.md
  • skill-card.md
  • SKILL.md
  • VERSION

Source changelog

Set exact public display title; preserve read-only routing and package-credit access contract.