AI Agent Insights: Optimize Your Coding Tool Usage
AI Agent Insights: Optimize Your Coding Tool Usage
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AI Agent Insights: Optimize Your Coding Tool Usage
AI Agent Insights: Optimize Your Coding Tool Usage
This AI Agent skill generates detailed cross-tool usage insights from locally stored AI coding agent sessions. It supports a range of tools including Claude Code, Claude Cowork, GitHub Copilot for VS Code/CLI/JetBrains, Cursor, Codex, Kiro, Antigravity, and OpenCode. Users can review their tool usage patterns over the last N days, with a default analysis period of 30 days. All operations are conducted locally, ensuring that no session data leaves the machine.
What this skill does
- Generates a usage insights report from AI coding agent sessions stored locally.
- Analyzes data from multiple tools, such as Claude Code and Codex, to provide a comprehensive cross-tool comparison.
- Executes the report through a command designated as
/agent-insightsor through related user prompts. - Operates entirely on local data, maintaining user privacy by retaining all files and analysis on the user's machine.
- Allows users to specify the number of days to include in the analysis, with a range from 1 to 365 days.
Who it is for
- Developers using multiple AI coding tools who seek a better understanding of their tool usage.
- Teams and organisations employing AI agents to gain insights into collaborative tool efficiency.
Use cases
- Identifying which AI coding agents are most effective for your workflows.
- Spotting usage trends or friction points in multi-tool environments.
- Comparing different coding agent tools to make informed decisions on their usage.
Technical details
- Compatible with a variety of AI coding agents including Claude Code, GitHub Copilot, and Codex.
- Requires no internet connectivity as all operations are performed locally.
- Stores intermediate files in
~/.agent-insights/, which can be overridden using the--data-dirargument for different environments or testing scenarios. - Ensure the skill runs directly on the host machine for full access to usage logs; it cannot access logs in sandboxed environments like Claude Cowork without being directly executed.
Source & Licence
This package is built on open-source work published by kevinlin (kevinlin/skills) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
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