How does it handle images and documents in chats?

It provides deep processing for attachments; it reads and describes the visual content of images and summarizes the text within PDFs, Word documents, and other text-based files.

Does it re-process every file every time it runs?

No, the skill uses a state management system stored in `.claude/state/timeline-state.json` to track processed files and only handles new or modified data to save time and tokens.

What is the final output format of the timeline?

The skill generates a structured Markdown file at `analysis/events-chronological.md`, organized by month with YAML frontmatter for easy programmatic reading.

Can it distinguish between different topics in a long chat log?

Yes, it uses topic clustering logic based on time gaps and thematic shifts to group messages into coherent events rather than one long, unreadable list.

Which data sources does this skill support?

The skill currently supports Hyprnote transcripts, Notion markdown files, WhatsApp chat logs (including attachments), and Hailer message exports.

Timeline Event Indexer

Name: Timeline Event Indexer
Author: my-entourage

bymy-entourage

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Collaboration Tools

Synchronizes and summarizes project communications from multiple channels into a centralized, chronological event index.

The Update Timeline skill is a powerful tool for maintaining project context by consolidating data from Hyprnote, Notion, WhatsApp, and Hailer into a single chronological master file. It employs deep semantic analysis to move beyond simple log parsing, automatically extracting key decisions, action items, and participant roles from raw transcripts and chat histories. By using state tracking, it efficiently processes only new or modified files, ensuring your project history is always up-to-date with clustered topics, visual descriptions of image attachments, and relevance ratings for every entry.

Key Features

01Multi-source parsing for WhatsApp, Notion, Hyprnote, and Hailer

02Chronological topic clustering for fragmented communication streams

032 GitHub stars

04Visual content description for image attachments and document summarization

05Automated state management to track and process only new or changed files

06Deep semantic extraction of decisions, action items, and key insights

Use Cases

01Onboarding new team members with a searchable, summarized record of project evolution

02Generating automated project progress summaries and decision logs for stakeholders

03Maintaining a single source of truth for project history across disparate communication silos

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add my-entourage/entourage-plugin update-timeline

For use in Claude.ai and ChatGPT

Download Skill