Track AI Insights with Frank-Stats: Analyze Receipts & Contradictions

Track AI Insights with Frank-Stats: Analyze Receipts & Contradictions

This AI agent skill enables users to monitor and analyze interactions processed by their AI agents, focusing on instances where receipts were demanded, sycophantic openers were noted, and contradictions were identified. Users can view these statistics for a specific session or accumulated over time by running predefined commands.

What this skill does

• Tracks when receipts have been demanded across interactions.
• Identifies and logs occurrences of sycophantic openers within conversations.
• Detects contradictions that arise during dialogue sessions.
• Displays statistics for both individual sessions and cumulative data.
• Allows users to run and view statistics with a simple command: /frank-stats.
• Provides an option for users to scan personal Claude Code transcripts using scripts/count.js for detailed analysis.

Who it is for

This skill is designed for developers and teams who utilize AI coding agents like Claude Code, Cursor, and Codex. It benefits those who aim to audit their AI agent interactions for specific patterns such as receipt requests and contradiction occurrences.

Use cases

• Reviewing AI agent interactions for compliance progress and training adjustments.
• Assessing the frequency and context of sycophantic language in customer service chats.
• Identifying contradictory statements in customer interactions for content consistency improvement.

Technical details

• Operates as an extension for AI coding frameworks: Claude Code, Cursor, and Codex.
• Utilizes internal scripting for data extraction and report generation: bash node "${CLAUDE_PLUGIN_ROOT}/scripts/stats.js" and bash node "${CLAUDE_PLUGIN_ROOT}/scripts/count.js".
• Runs on existing programming environments without additional integration requirements.

Source & Licence

This package is built on open-source work published by HimanshuJ16 (HimanshuJ16/frank) 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.