Real Skill packageSource verifiedClawHub registry

short-form-market-research-brain

Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag and sound intelligence across TikTok, YouTube Shorts, and Instagram Reels. Use when the user wants to research what's working in a niche, find rising creators, monitor trends, or analyze social video performance.

Identity and source

Publisher attributionVirloregistry owner unverified by skillvetai
Functional categoryMarketing, SEO & Salesautomatically inferred · 65% rule confidence
Package forminstruction bundle11 recorded files
Canonical sourceClawHub registryclawhub:virlo-ai:short-form-market-research-brain
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 Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/13/2026.claude/skills/short-form-market-research-brain

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

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/13/2026.agents/skills/short-form-market-research-brain

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

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/13/2026skills/short-form-market-research-brain

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 @virlo-ai/short-form-market-research-brain
clawhub inspect @virlo-ai/short-form-market-research-brain --version 1.9.1

Security evidence

SkillVetAI static result: no findings detected

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
11 / 11 inspected as text
Checked
8/13/2026, 9:52:17 AM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
5 dependency and API indicators
  • api: api.virlo.ai
  • api: clawhub.ai
  • api: dev.virlo.ai
  • api: github.com
  • api: www.tiktok.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
8/3/2026, 2:49:04 AM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • 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:c93d0d875f9ca5af258e328eedeaa5dbc8d010674681afe630f36090c9efc772
Show up to 11 recorded paths
  • clawhub.json
  • examples/analyze-creator.md
  • examples/find-trending-content.md
  • examples/full-niche-analysis.md
  • examples/genre-monitor.md
  • examples/hashtag-deep-dive.md
  • examples/monitor-creator-performance.md
  • examples/monitor-niche.md
  • README.md
  • skill-card.md
  • SKILL.md

Source changelog

Satellite Hashtag Lookups: GET /v1/satellite/hashtags/:platform/:hashtag on TikTok/Instagram/YouTube with sort=top|recent, related_hashtags + top_sounds stats, LLM trend analysis, and depth tiers (standard/deep/full up to 500 videos). Fixed data-coverage figure (4M+ creators, 8.7M+ videos).