Uncover Hidden Genius: Visualize Team Contributions in Slack, GitHub, & Notion

Is your team's true potential hidden beneath the surface? Do performance reviews miss key contributors? Empower your team with the Toban Contribution Viewer, an AI-powered platform that exposes valuable contributions across Slack, GitHub, and Notion. Stop relying on guesswork and start making data-driven decisions to foster a culture of recognition and optimize your team's workflow.

Why You Need a Team Contribution Analysis Tool

Traditional performance reviews often overlook the smaller, yet critical, contributions team members make daily. This can lead to unrecognized talent and missed opportunities for improvement. Here's how the Toban Contribution Viewer helps:

• Recognize Undervalued Contributors: Uncover team members making significant contributions that go unnoticed in standard evaluations. Identify those who go the extra mile in problem-solving, knowledge sharing, or team coordination.

• Improve Communication: Gain valuable data on communication patterns and discover opportunities to facilitate knowledge sharing within your team. Create a more transparent and collaborative environment.

• Streamline Workflows: Find bottlenecks and inefficiencies in your team's digital processes. By analyzing activity across platforms, you can identify pain points and implement targeted solutions.

• Boost Recognition: Promote a culture of appreciation by highlighting and celebrating diverse forms of contribution. Acknowledging team efforts enhances morale and fosters a more engaged workforce.

• Data-Driven Decision Making: Rely on measurable contribution metrics instead of subjective opinions for more informed management choices. Track team progress, identify areas for development, and allocate resources more effectively.

Key Features that Drive Team Performance

The Toban Contribution Viewer offers a comprehensive suite of features to analyze and visualize team contributions:

• Seamless Data Collection & Integration: Connect securely to Slack, GitHub, and Notion using OAuth. Configure data collection based on specific timeframes, channels, and repositories. Schedule real-time data synchronization to ensure you always have the most up-to-date insights.

• Powerful AI‑Driven Analytics: Classify content by type and value (problem-solving, knowledge sharing, coordination). Assess contribution quality based on context and impact. Correlate activity across platforms (e.g., Slack discussions leading to GitHub commits). Run channel conversation analysis for topic extraction and contributor recognition.

• Interactive Visualization & Reporting: Explore customizable dashboards with individual and team contribution profiles. Analyze activity patterns over time with time‑series analysis. Export reports effortlessly for use in performance reviews or presentations.

Getting Started with TeamInsight: Quick Setup Guide

Ready to unlock your team's potential? Getting started with the Toban Contribution Viewer is straightforward. Here's a simplified guide:

1. Choose Your Setup: Use Docker (recommended for ease) or local development (requires Python, Node.js, and PostgreSQL).
2. Supabase Setup: Create a Supabase account to manage user authentication.
   • Enable email/password sign-in and configure redirect URLs.
3. API Keys: Obtain API keys for Slack, GitHub, Notion, and OpenRouter (for AI processing).
4. Run! Follow the detailed instructions in the GitHub repository to complete the setup based on your selected method.

Technical Foundation: The Power Behind the Insights

• Backend: Python with FastAPI
• Frontend: React with TypeScript and Chakra UI
• AI Processing: OpenRouter API (Claude, GPT-4, and other LLMs)
• Database: PostgreSQL with SQLAlchemy ORM
• Authentication: Supabase Auth (open-source)
• Hosting: AWS

Deep Dive: Integrating with Slack for Comprehensive Contribution Tracking

The Toban Contribution Viewer's Slack integration provides deep insights into team communication and contributions. Here's what you need to know:

• Required OAuth scopes:

  • Message Access: channels:history, groups:history, im:history, mpim:history
  • Channel Information: channels:read, groups:read
  • User Information: users:read, users.profile:read, team:read
  • Reactions & Engagement: reactions:read

• Integration Flow:

  • User authenticates via OAuth, granting workspace access.
  • The app periodically collects message and reaction data.
  • AI algorithms identify patterns and valuable contributions.
  • Metrics are displayed in the contribution dashboard.

Don't Wait to Discover Your Team's Potential

The Toban Contribution Viewer offers a powerful way to visualize team contributions, improve collaboration, and make data-driven decisions. Start uncovering hidden talent and maximizing your team's impact today!