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...
as observed 2026-10-13T16:37:28.889Z- Identifier
short-form-market-research-brain- Source
- ClawHub
- Version observed
- 1.23.2
- Source repository
- not published
- Repository observation
- No source repository listed
- First observed here
- 2026-08-28T22:06:28.212Z
- Observations recorded
- 10
- Installs (reported upstream)
- 24
- Weekly downloads (upstream)
- 1,779
- Declared license
- MIT-0
Observation history
2026-10-13T16:37:28.889Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"Data Intelligence: videos can come back intelligence_status skipped with intelligence_skip_reason (intent_mismatch, too_old, under_followers). Field counts are per analyzed video. | "- Updated metadata and version to 1.23.2.\n- Removed redundant skill-card.md documentation file.\n- Minor adjustments in configuration and documentation content (SKILL.md, clawhub |
latestVersion |
"1.23.0" | "1.23.2" |
2026-10-03T08:46:10.142Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
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." | "Data Intelligence: videos can come back intelligence_status skipped with intelligence_skip_reason (intent_mismatch, too_old, under_followers). Field counts are per analyzed video. |
latestVersion |
"1.22.1" | "1.23.0" |
2026-10-02T07:46:18.975Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"- Removed the redundant file: skill-card.md.\n- Updated SKILL.md to version 1.22.0 with minor documentation and metadata adjustments.\n- Updated clawhub.json with relevant changes | "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." |
latestVersion |
"1.22.0" | "1.22.1" |
2026-09-29T04:47:03.526Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"Autopilot is on by default for recurring agents: new autopilot flag on create, update and PUT /autonomy; your keywords and excludes are pinned and never removed; proposal endpoint | "- Removed the redundant file: skill-card.md.\n- Updated SKILL.md to version 1.22.0 with minor documentation and metadata adjustments.\n- Updated clawhub.json with relevant changes |
latestVersion |
"1.21.0" | "1.22.0" |
2026-09-26T01:46:07.395Z
Fields that differed: changelog latestVersion
| Field | Before | After |
|---|---|---|
changelog |
"Saved Satellite runs (GET /v1/satellite/runs/:run_id) now carry a top-level credits_refunded when the run was refunded, failed lookups included, so the refund stays visible after | "Autopilot is on by default for recurring agents: new autopilot flag on create, update and PUT /autonomy; your keywords and excludes are pinned and never removed; proposal endpoint |
latestVersion |
"1.20.1" | "1.21.0" |
2026-09-25T00:46:42.104Z
Fields that differed: changelog displayName latestVersion summary
| Field | Before | After |
|---|---|---|
changelog |
"Catches the official listing up from 1.9.1: hook intelligence (/v1/hooks: tiered search with match_type, usage_count, strong_hit_rate on /types), Content Research Agents (/v1/agen | "Saved Satellite runs (GET /v1/satellite/runs/:run_id) now carry a top-level credits_refunded when the run was refunded, failed lookups included, so the refund stays visible after |
displayName |
"short-form-market-research-brain" | "Short Form Market Research Brain" |
latestVersion |
"1.19.0" | "1.20.1" |
summary |
"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Shorts, an | "Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikT..." |
2026-09-24T00:36:14.063Z
Fields that differed: license changelog description latestVersion topics
| Field | Before | After |
|---|---|---|
license |
null | "MIT-0" |
changelog |
"- Expanded and clarified documentation, highlighting free and paid API endpoints, authentication, and billing details.\n- Added pricing table for each endpoint with clear costs, i | "Catches the official listing up from 1.9.1: hook intelligence (/v1/hooks: tiered search with match_type, usage_count, strong_hit_rate on /types), Content Research Agents (/v1/agen |
description |
"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Shorts, an | null |
latestVersion |
"1.14.0" | "1.19.0" |
topics |
[] | ["Market Research"] |
2026-08-29T23:02:09.653Z
Fields that differed: changelog description latestVersion summary topics
| Field | Before | After |
|---|---|---|
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, | "- Expanded and clarified documentation, highlighting free and paid API endpoints, authentication, and billing details.\n- Added pricing table for each endpoint with clear costs, i |
description |
"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 Insta | "Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Shorts, an |
latestVersion |
"1.9.1" | "1.14.0" |
summary |
"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 Insta | "Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Shorts, an |
topics |
["Market Research"] | [] |
2026-08-28T22:54:39.947Z
Fields that differed: changelog description latestVersion summary topics
| Field | Before | After |
|---|---|---|
changelog |
"- Expanded and clarified documentation, highlighting free and paid API endpoints, authentication, and billing details.\n- Added pricing table for each endpoint with clear costs, i | "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, |
description |
"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Shorts, an | "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 Insta |
latestVersion |
"1.14.0" | "1.9.1" |
summary |
"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Shorts, an | "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 Insta |
topics |
[] | ["Market Research"] |
Correction
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