Transform Chat History into Relationship K-Line Charts with AI

Visualize Chat Relationships with K-Line Charts Using AI Technology

Unlock deep insights into communication dynamics with the "Transform Chat History into Relationship K-Line Charts with AI" skill. This innovative tool takes two-person chat histories and converts them into relationship K-line charts, revealing the intensity of interactions over time. Perfect for developers and teams utilizing AI coding agents like Claude Code, Cursor, and Codex, this skill turns chat data into visual analytics without any cloud dependencies.

What this skill does

• Entry Mode: Simply type /rcl-score to start. Prepare a chat export file, either in WeChat CSV, JSON, or plain text format. Paste the file's absolute path for processing.
• Batch Scoring Mode: When initiated with a "Score each TURN" command or a === TURNS === block, the skill bypasses the entry steps, directly applying scoring rules to each conversation turn.
• Preprocesses and scores chat messages using v3.1 semantic deltas, transforming these scores into a comprehensive scored.jsonl file.
• Initiates visualization of the relationship dynamics on the local web frontend, where each K-line indicates the ebb and flow of communication intensity over time.

Use cases

• Developers aiming to analyze the ebbs and flows within communication histories for relationship dynamics.
• Businesses seeking to visualize team or client communications for patterns and insights.
• Teams interested in leveraging AI insights to improve interpersonal relationship management through data-driven approaches.

Technical details

• Utilizes key capabilities like candlestick-chart, aiapplication, and rcl-score, ensuring robust data processing and visualization.
• Operates entirely on local machines, with no data uploaded to the cloud, guaranteeing privacy and security of sensitive chat data.
• Optimized for low effort operation using AI models such as Claude’s Sonnet 4.6 and GPT series, with efficient processing times, taking approximately 7 minutes per 1000 messages.

Engage with your chat histories like never before, converting them into actionable insights with the Relationship Candlestick Lab’s scoring skill.

Source & Licence

This package is built on open-source work published by ZhenyuanPAN822 (ZhenyuanPAN822/relationship-candlestick-lab) 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.