A
licenseB
qualityD
maintenanceYouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain algorithm), sentiment analysis, and AI-generated insights via public JSON API.
3
1
MIT
PJQ — Public Judgment Quotient
by life.pjq
Server Details
Observatory of public media reception: classify YouTube comments for mood, support and controversy.
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- Status
- Unhealthy
- Uptime
- 0.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- Makaric/pjq
- GitHub Stars
- 0
- ChatGPT
- –
- Claude
- –
TDQS
A4/5.0
Scored across 7 tools
Disambiguation5/5
Each tool targets a distinct operation: finding controversial videos, aggregating mood snapshots, running classification, retrieving exemplar quotes, viewing history, listing canon videos, and getting the latest verdict. No two tools appear to serve the same purpose.
Naming Consistency2/5
Naming conventions are mixed: some tools use 'video_' prefix (video_classify, video_history, video_verdict), others don't (controversial_videos, mood_matrix). Verb usage is inconsistent ('video_classify' uses a verb, others are noun-phrases), and singular/plural varies ('video_verdict' vs 'videos_list').
Tool Count5/5
Seven tools is well-scoped for a domain focused on analyzing public judgment on YouTube videos. Each tool addresses a distinct need without being excessive or minimal.
Completeness4/5
The surface covers the core pipeline: classify a video, view its verdict, cite exemplars, track history, list all videos, and aggregate mood. Minor gaps exist such as the absence of update/delete operations or a direct single-video metadata endpoint, but these are not critical for the stated purpose.
Tool Schema Changelog
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