OpenAgentSkill Registry Manifest
Skill: Real Time Sentiment Tracking On Twitter For Brand Improvement And Trend Recognition
Slug: chulong-li-real-time-sentiment-tracking-on-twitter-for-brand-improvement-and-trend-recognition
Category: data-analysis
Description: A real-time interactive web app based on data pipelines using streaming Twitter data, automated sentiment analysis, and MySQL&PostgreSQL database (Deployed on Heroku)

Agent fit:
- Decision: 41/100 Needs manual review
- Primary fit: Database and SQL
- Role: Needs validation

Supply profile:
- Track: Data, BI, and analytics
- Scenario: Database and SQL
- Applicable agents: Claude Code, CLI, Codex, Cursor, Jupyter Notebook
- Maintenance: 6y since push
- Risk: Needs review

Trust:
- Trust score: 73/100 Strong shortlist
- Audit: 64/100 Needs review

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: Chulong-Li
- Claim URL: https://www.openagentskill.com/skills/chulong-li-real-time-sentiment-tracking-on-twitter-for-brand-improvement-and-trend-recognition#claim-this-skill

Install:
npx skills add Chulong-Li/Real-time-Sentiment-Tracking-on-Twitter-for-Brand-Improvement-and-Trend-Recognition

URLs:
- Web: https://www.openagentskill.com/skills/chulong-li-real-time-sentiment-tracking-on-twitter-for-brand-improvement-and-trend-recognition
- API: https://www.openagentskill.com/api/agent/skills/chulong-li-real-time-sentiment-tracking-on-twitter-for-brand-improvement-and-trend-recognition
- Install API: https://www.openagentskill.com/api/skills/chulong-li-real-time-sentiment-tracking-on-twitter-for-brand-improvement-and-trend-recognition/install
- Repository: https://github.com/Chulong-Li/Real-time-Sentiment-Tracking-on-Twitter-for-Brand-Improvement-and-Trend-Recognition