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, sound, and hook intelligence across TikT...

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 Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 10/1/2026.claude/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 2, column 14: description: Short-form video market research via the Virlo API: viral niche re… ^ 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 · 10/1/2026.agents/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 2, column 14: description: Short-form video market research via the Virlo API: viral niche re… ^ 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 · 10/1/2026skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 2, column 14: description: Short-form video market research via the Virlo API: viral niche re… ^ 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 @virlo-ai/short-form-market-research-brain
clawhub inspect @virlo-ai/short-form-market-research-brain --version 1.22.1

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
11 / 11 inspected as text
Checked
10/1/2026, 6:28:09 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 2, column 14: description: Short-form video market research via the Virlo API: viral niche re… ^
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
10/1/2026, 6:04:47 PM
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:f7c571c0ea34d3931e258a856a11ba0fab4eb15d84d407148036c18aa492b7a4
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

Transcripts: a platform transcript is usually text only, but a small share carry timed segments. Check the segments field instead of inferring it from source.

Release security diff

mediumCompared fixed releases 1.22.0 and 1.22.1; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

1.22.09/29/2026sha256:d2875ae5c060538751e8ea74a603574e59bf2441d9fe778ef6f22fee12bd0e59
1.21.09/25/2026sha256:7acd1a0c8dc200b3a431980f33430bf0cb80bb01f1f796412eaa588cc49cdb29
1.20.39/25/2026sha256:2bc958ba0f183a34ba54d6380ba1dc98dff9d079f74b918c93bfce351aee6b20
1.20.29/25/2026sha256:7e2f53b44df3eab6a108079bf7deea4976983ec021072150de2c26f7e739a4b8
1.19.09/23/2026sha256:05faecf9d2aacdbdff91201d44ad06d984d405e7f415fcdfb2cfe9bfd0047b9c
1.9.18/3/2026sha256:c93d0d875f9ca5af258e328eedeaa5dbc8d010674681afe630f36090c9efc772