Which remote operating systems are supported?

It works with any system that supports SSH and has Chronicle installed, including FreeBSD, Linux, and macOS.

Do I need the Gemini API key on both systems?

No, you only need the Gemini API key configured on your local machine where the actual summarization takes place.

Does this skill store my remote data permanently on my local machine?

No, it uses a transient workflow where temporary sessions are assigned negative IDs and automatically deleted after the summary is generated and exported.

What happens if the SSH connection is unstable?

The skill provides a manual 3-step workflow (export to file, summarize, import) as a fallback to ensure data integrity during network failures.

Can it handle very long development sessions?

Yes, the skill is designed to handle large transcripts (10,000+ lines) by automatically processing them in chunks before generating the final summary.

Chronicle Remote Summarizer

Name: Chronicle Remote Summarizer
Author: ChandlerHardy

byChandlerHardy

0•

Productivity & Workflow

Automates the cross-system summarization of Chronicle development sessions between remote servers and local machines with AI access.

This skill bridges the gap between restricted remote development environments and AI-powered analysis. It enables users to export session transcripts from remote systems—such as FreeBSD or headless Linux servers—process them using the Gemini API on a local machine, and seamlessly push the generated summaries back to the original host. It is the ideal solution for developers who use Chronicle to track workflows on machines where API keys or direct internet access for LLMs are unavailable or restricted.

Key Features

010 GitHub stars

02Local AI summarization using the Gemini API for remote data

03Transient local processing with automatic temporary session cleanup

04Cross-system session export and import automation via SSH pipes

05Support for large session transcripts via automatic text chunking

06Configurable remote system profiles for streamlined one-command execution

Use Cases

01Maintaining a clean local environment while generating summaries for various remote workflows

02Syncing intelligent session insights across disparate development environments like macOS and Linux

03Summarizing development sessions on remote FreeBSD servers lacking direct Gemini API access

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add chandlerhardy/chronicle chronicle-remote-summarizer

For use in Claude.ai and ChatGPT

Download Skill