Does it integrate with external task managers?

Yes, through its Task sub-agent, it can interface with external integrations to create, list, and verify tasks in 'Active', 'Delegated', or 'Backlog' lists.

What happens if a speaker's name is unknown?

The skill batches all unresolved names and asks the user for a single clarification before proceeding, updating the reference files to remember them for future meetings.

How does the parallel execution benefit the workflow?

By running task extraction and memory updates as concurrent sub-agents after the journal is saved, the skill achieves a 30-40% improvement in total processing time.

How does the skill identify speakers in a transcript?

It uses a name resolution protocol that cross-references transcript labels with calendar attendee lists, memory files, and a canonical replacements file to ensure accurate identity mapping.

Where are the meeting journals stored?

Journals are saved as Markdown files in a hierarchical directory structure (journal/YYYY-MM/) with standardized YAML frontmatter for easy searching.

Meeting Intelligence & Journaling

Name: Meeting Intelligence & Journaling
Author: ajayjohn

byajayjohn

•

Productivity & Workflow

Transforms meeting transcripts into structured reports, actionable tasks, and persistent organizational memory.

The Meeting skill is a sophisticated workflow engine for Claude Code that automates the entire post-meeting lifecycle. It processes raw transcripts by resolving speaker names through calendar integrations and canonical reference files, then generates structured reports covering topics, decisions, and concerns. Using a high-performance parallel architecture, it spawns sub-agents to simultaneously sync action items to task managers and update long-term memory files for people and initiatives, ensuring that no institutional knowledge is lost and every commitment is tracked.

Key Features

011 GitHub stars

02Parallel sub-agent execution for high-speed task and memory extraction

03Smart name resolution using calendar integration and reference files

04Automated task creation with accountability testing and duplicate detection

05Automated transcript analysis with structured report generation

06Standardized journaling with automatic wikilink and initiative tagging

Use Cases

01Process a meeting transcript to extract action items and update the team journal

02Summarize executive syncs and update stakeholder memory files automatically

03Sync meeting decisions and unassigned tasks to project management tools

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ajayjohn/tars-work-assistant meeting

For use in Claude.ai and ChatGPT

Download Skill