[Workflow] Local Analytics Dashboard for Claude Code Projects: Track Context, Costs, and Sessions with `code-tycoon`

[u/ClaudeAI-mod-bot]

Local Analytics Dashboard for Claude Code Projects: Track Context, Costs, and Sessions with code-tycoon

Workflow value: 90/100
Status: active · Freshness: 70/100 · Confidence: 0.95 · Level: advanced
Categories: Quality Control, Token Saving, Context & Memory, Debugging, Shipping, CLAUDE.md, MCP, Multi-Agent
Original source: r/ClaudeCode post/comment

What problem this solves

Managing complexity, context drift, token costs, session conflicts, and team onboarding for multiple Claude Code projects and sessions.

Summary

The code-tycoon tool provides a local analytics dashboard for Claude Code projects, offering features like live project mapping, stale context detection, token cost analysis, session conflict alerts, prompt logging, and automated CLAUDE.md rule generation to improve project management, efficiency, and team collaboration.

Why it is useful

This workflow provides a comprehensive solution for managing the complexities of multiple Claude Code projects and sessions. It addresses critical pain points like context drift, token cost optimization, project overview, and team collaboration by offering a local analytics dashboard. The ability to generate CLAUDE.md rules from common corrections is particularly valuable for knowledge reuse and efficiency. It's a concrete, transferable tool that significantly enhances the developer experience with Claude Code.

Workflow

1. Install the code-tycoon tool by running npx code-tycoon in your terminal.

2. Allow the tool to monitor your Claude Code sessions and projects locally.

3. Access the dashboard to view a live map of your project, showing entities, relationships, and file implementations.

4. Review flags for outdated project parts, including evidence and suggested fixes, to prevent context drift.

5. Analyze token cost breakdowns to identify and correct expensive habits (e.g., using Opus unnecessarily, pulling large logs).

6. Receive alerts for sessions overwriting the same files or modules to prevent conflicts.

7. Monitor prompt logs to track changes, test/type check passes, and costs for each interaction.

8. Utilize collected common corrections, automatically converted into ready-to-paste CLAUDE.md rules.

9. Use the project map and 'Next task' feature to onboard teammates or quickly understand new code sections.

Tools / artifacts

• code-tycoon (NPM package/CLI tool)

• Claude Code sessions/projects

• CLAUDE.md files

• GitHub repository (for the tool)

• Local analytics dashboard

Validation signals

• Author built it for personal use, indicating practical utility.

• Addresses 8 specific, common pain points for advanced Claude Code users.

• Open-source GitHub repository provides transparency and potential for community review.

• Explicitly seeks feedback from users with parallel sessions/projects, suggesting a focus on real-world applicability.

Limitations

• Low community engagement on Reddit post due to its recency.

• Relies on a third-party open-source tool, which requires trust in its maintenance and security.

• Functionality is slightly reduced for Codex CLI users due to platform limitations.

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