llms-dashboard

dparedesi's avatarfrom dparedesi

Generate and update HTML dashboards for LLM usage (Claude, Gemini, Kiro, VS code, Cline, etc). Use when the user wants to visualize their AI coding assistant usage statistics, view metrics in a web interface, or analyze historical trends.

⭐0stars🔀1forks📁View on GitHub🕐Updated Jan 7, 2026
[Agent Observability]

When & Why to Use This Skill

The LLMs Dashboard skill is a comprehensive observability tool designed to aggregate and visualize usage data from leading AI coding assistants including Claude, Gemini, VS Code, Kiro, and Cline. It transforms raw local log files and JSON data into interactive, professional HTML dashboards, allowing developers to monitor token consumption, track API expenditures, and analyze historical usage trends through intuitive charts and project-specific metrics.

Use Cases

  • Cost Monitoring: Track and analyze API expenditures across multiple LLM providers to manage budgets and identify high-cost projects.
  • Token Efficiency Analysis: Evaluate Claude's cache hit ratios and token usage patterns to optimize prompt engineering and reduce latency.
  • Usage Trend Visualization: Generate daily, weekly, or monthly activity reports to understand AI adoption and productivity trends within your development workflow.
  • Multi-Platform Benchmarking: Compare session lengths, model preferences, and interaction frequencies between different tools like Gemini, VS Code, and Cline.
namellms-dashboard
descriptionGenerate and update HTML dashboards for LLM usage (Claude, Gemini, Kiro, VS code, Cline, etc). Use when the user wants to visualize their AI coding assistant usage statistics, view metrics in a web interface, or analyze historical trends.

LLMs Dashboard Generator

Why? AI coding assistants like Claude and Gemini store usage data in local JSON/Protobuf files. This skill transforms that raw data into beautiful, interactive HTML dashboards with charts and insights.

Generate visual HTML dashboards from Claude Code and Gemini usage data.

Quick Start

Claude Dashboard

# Step 1: Aggregate all session history (~/.claude/projects/)
python3 ~/.claude/skills/llms-dashboard/scripts/aggregate_claude_history.py

# Step 2: Generate dashboard
python3 ~/.claude/skills/llms-dashboard/scripts/update_claude_dashboard.py

# Step 3: Open in browser
open ~/.claude/skills/llms-dashboard/claude_dashboard.html

Gemini Dashboard

# Step 1: Aggregate all session history (~/.gemini/tmp/)
python3 ~/.claude/skills/llms-dashboard/scripts/aggregate_gemini_history.py

# Step 2: Generate dashboard
python3 ~/.claude/skills/llms-dashboard/scripts/update_gemini_dashboard.py

# Step 3: Open in browser
open ~/.claude/skills/llms-dashboard/gemini_dashboard.html

VS Code Dashboard

# Step 1: Aggregate all session history (Logs, History, Storage)
python3 ~/.claude/skills/llms-dashboard/scripts/aggregate_vscode_data.py

# Step 2: Generate dashboard
python3 ~/.claude/skills/llms-dashboard/scripts/update_vscode_dashboard.py

# Step 3: Open in browser
open ~/.claude/skills/llms-dashboard/vscode_dashboard.html

Kiro Dashboard

# Step 1: Aggregate all session history (.chat files, logs, settings)
python3 ~/.claude/skills/llms-dashboard/scripts/aggregate_kiro_history.py

# Step 2: Generate dashboard
python3 ~/.claude/skills/llms-dashboard/scripts/update_kiro_dashboard.py

# Step 3: Open in browser
open ~/.claude/skills/llms-dashboard/kiro_dashboard.html

Cline Dashboard

# Step 1: Aggregate task history from VS Code extension
python3 ~/.claude/skills/llms-dashboard/scripts/aggregate_cline_history.py

# Step 2: Generate dashboard
python3 ~/.claude/skills/llms-dashboard/scripts/update_cline_dashboard.py

# Step 3: Open in browser
open ~/.claude/skills/llms-dashboard/cline_dashboard.html

[!NOTE] The open command works on macOS. For Linux, use xdg-open instead.

Requirements

Dashboard Required Data Source
Claude ~/.claude.json (created after first Claude Code session)
Gemini ~/.gemini/tmp/ with chat history files
VS Code ~/Library/Application Support/Code/ (macOS) or ~/.config/Code/ (Linux)
Kiro ~/Library/Application Support/Kiro/User/globalStorage/kiro.kiroagent/**/*.chat (macOS)
Cline ~/Library/Application Support/Code/User/globalStorage/asbx.amzn-cline/state/taskHistory.json (macOS)

[!WARNING] Always run the aggregate script before the update script, otherwise charts will be empty.

What It Does

This skill reads usage statistics from local configuration files (read-only) and generates interactive HTML dashboards with:

  • Claude Dashboard:

    • Usage statistics from ~/.claude.json
    • Historical trends from ~/.claude/projects/*.jsonl
    • Token usage, costs, and cache efficiency

  • Gemini Dashboard:

    • Usage statistics from ~/.gemini/tmp/**/chats/*.json
    • Token usage (including thought tokens)
    • Model breakdown and session activity

  • VS Code Dashboard:

    • Usage statistics from ~/Library/Application Support/Code/logs
    • Historical reconstruction from ~/Library/Application Support/Code/User/History
    • Project identification from ~/Library/Application Support/Code/User/globalStorage/storage.json

  • Kiro Dashboard:

    • Session data from ~/Library/Application Support/Kiro/User/globalStorage/kiro.kiroagent/**/*.chat
    • Log sessions from ~/Library/Application Support/Kiro/logs/
    • Settings from ~/.kiro/settings/cli.json
    • Powers registry from ~/.kiro/powers/registry.json
    • CLI history from ~/.kiro/.cli_bash_history

Files

File Purpose
SKILL.md This documentation
scripts/update_claude_dashboard.py Generates claude_dashboard.html
scripts/aggregate_claude_history.py Scans Claude logs, creates data/claude_history.json
templates/claude_template.html Template for Claude dashboard
claude_dashboard.html Generated Claude output
scripts/update_gemini_dashboard.py Generates gemini_dashboard.html
scripts/aggregate_gemini_history.py Scans Gemini logs, creates data/gemini_history.json
templates/gemini_template.html Template for Gemini dashboard
gemini_dashboard.html Generated Gemini output
scripts/update_vscode_dashboard.py Generates vscode_dashboard.html
scripts/aggregate_vscode_data.py Scans VS Code data, creates data/vscode_data.json
templates/vscode_template.html Template for VS Code dashboard
vscode_dashboard.html Generated VS Code output
scripts/update_kiro_dashboard.py Generates kiro_dashboard.html
scripts/aggregate_kiro_history.py Scans Kiro data, creates data/kiro_history.json
templates/kiro_template.html Template for Kiro dashboard
kiro_dashboard.html Generated Kiro output
scripts/update_cline_dashboard.py Generates cline_dashboard.html
scripts/aggregate_cline_history.py Scans Cline data, creates data/cline_history.json
templates/cline_template.html Template for Cline dashboard
cline_dashboard.html Generated Cline output

Expected Output

Each dashboard generates a standalone HTML file with:

  • Summary Cards: Total usage metrics (cost, tokens, sessions)
  • Interactive Charts: Daily activity trends, model breakdown, token usage over time
  • Project Statistics: Per-project breakdown with sortable tables
  • Cache Metrics: Cache hit ratio and efficiency (Claude only)
  • Session Analysis: Session length distribution and patterns

[!TIP] Dashboards use Chart.js and TailwindCSS via CDN. Open directly in any browser—no server required.

Troubleshooting

Problem Cause Solution
FileNotFoundError: ~/.claude.json Claude Code not installed or never run Install Claude Code and run at least once
FileNotFoundError: ~/.gemini/tmp Gemini CLI not used yet Run Gemini CLI at least once to create history
Empty charts in dashboard Aggregate script not run Run the aggregate script first, then update
Permission denied Protected directories Check file permissions on data directories
VS Code data missing on Linux Different path on Linux Data is at ~/.config/Code/ instead of ~/Library/...
Charts not rendering Browser blocking CDN Use a browser with internet access for Chart.js CDN

Testing

To verify the skill works correctly:

# 1. Check data sources exist
ls ~/.claude.json          # Should exist for Claude dashboard
ls ~/.gemini/tmp/          # Should exist for Gemini dashboard

# 2. Run aggregate + update
python3 ~/.claude/skills/llms-dashboard/scripts/aggregate_claude_history.py
python3 ~/.claude/skills/llms-dashboard/scripts/update_claude_dashboard.py

# 3. Verify output
ls -la ~/.claude/skills/llms-dashboard/claude_dashboard.html  # Should be recent
open ~/.claude/skills/llms-dashboard/claude_dashboard.html    # Should show charts

Success indicators:

  • Dashboard HTML file is generated with recent timestamp
  • Summary cards show non-zero values
  • Charts render with data points
  • No Python errors during script execution
llms-dashboard – AI Agent Skills | Claude Skills