https://github.com/arkamfahry/pulseloop
PulseLoop an AI-powered platform for real-time community feedback, insights.
https://github.com/arkamfahry/pulseloop
convex emergent-intelligence feedback-system gemini nlp-analysis pulseloop real-time sentiment-analysis sveltekit
Last synced: about 1 month ago
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PulseLoop an AI-powered platform for real-time community feedback, insights.
- Host: GitHub
- URL: https://github.com/arkamfahry/pulseloop
- Owner: arkamfahry
- License: mit
- Archived: true
- Created: 2025-07-12T13:43:27.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2026-01-19T06:36:11.000Z (5 months ago)
- Last Synced: 2026-04-11T20:39:23.056Z (3 months ago)
- Topics: convex, emergent-intelligence, feedback-system, gemini, nlp-analysis, pulseloop, real-time, sentiment-analysis, sveltekit
- Language: Svelte
- Homepage:
- Size: 367 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# PulseLoop: Real-time Insight & Community Intelligence Platform
PulseLoop is an innovative, AI-driven platform designed to empower organizations to genuinely listen to their members, proactively manage reputation, and foster a safer, more engaged environment. By combining anonymous feedback channels with cutting-edge AI analysis, PulseLoop transforms raw voices into actionable intelligence.
## ✨ **Key Features**
### **PulseWall: The Anonymous Community Hub**
A dynamic, real-time feed where individuals can anonymously share thoughts, feedback, and experiences. **AI-powered moderation (Gemini 2.5 Flash)** filters harmful content before it’s published, ensuring a safe and constructive environment.
### **PulseDashboard: Your Command Center**
A comprehensive administrative dashboard offering immediate visibility into sentiment trends and emerging topics.
* **PulseLoop Flash:** Offers quick overviews, real-time sentiment monitoring, and topic breakdowns at a glance.
* **PulseLoop Pro:** Provides deeper, on-demand analysis of specific issues or timeframes using **Gemini 2.5 Pro**. Generate summaries, uncover root causes, and receive actionable recommendations.
* **PulseLoop Boost:** Unlocks advanced, pay-as-you-go analysis with **Gemini 2.5 Pro's extended context window**, ideal for strategic intelligence and long-form data interpretation.
### **Dark Data Risk Intelligence**
Automatically flagged and suppressed content (“dark data”) is analyzed with AI to surface critical issues, emerging risks, and hidden trends—offering an early warning system for safety, culture, or organizational health.
### **Micro-Surveys**
Easily deploy targeted micro-surveys to gather feedback on events, initiatives, or policy changes, integrated seamlessly into the overall feedback ecosystem.
### **Self-Improving AI Prompts**
PulseLoop’s AI includes a built-in feedback loop, allowing its prompts to continuously adapt and improve based on real-world interactions and performance, making the system smarter and more accurate over time.
## 🎯 **Value for Organizations**
* **Enhances Engagement & Well-being:** Offers a safe space for authentic expression and supports proactive interventions before issues escalate.
* **Protects Brand & Mitigates Risk:** Real-time moderation and "dark data" insights help detect and address crises early.
* **Enables Smarter Decisions:** Converts qualitative feedback into quantitative insights to guide resource allocation, strategy, and policy.
* **Builds Trust & Community:** Demonstrates commitment to transparency, feedback, and continuous improvement.
## 🚀 **Technology Stack**
* **Frontend:** Svelte (SvelteKit)
* **Backend & Database:** Convex (Real-time database, serverless functions, HTTP actions)
* **AI/LLM:** Google Gemini API (Gemini 2.5 Flash, Gemini 2.5 Pro)
* **Payment & Subscription Management:** Stripe (Payments, Billing, Metering)