What does the --comprehensive flag do?

The comprehensive flag triggers a deep scan of your recent activity sources, including chat messages, sent emails, and recently touched documents, to find tasks you haven't captured yet.

How does the memory gap filling work?

The skill analyzes your tasks for unknown entities like project names or people. If it doesn't find a corresponding file in your memory directory, it asks you for context to build a better local knowledge base.

Does this skill automatically delete tasks from my list?

No, the update skill never auto-adds or deletes tasks without user confirmation. It flags potential changes, such as stale items or completed external tasks, and presents them for your approval.

Which external project management tools are supported?

It natively supports GitHub Issues via the CLI and can connect to tools like Asana, Linear, or Jira provided the corresponding MCP connectors are configured.

Knowledge Work Sync

Name: Knowledge Work Sync
Author: anthropics

byanthropics

•

11,566

•

Productivity & Workflow

Synchronizes task lists from external trackers and refreshes AI memory by scanning recent activity and identifying knowledge gaps.

This skill ensures your Claude Cowork environment stays aligned with your actual workload by bi-directionally syncing tasks between your local TASKS.md and external tools like Jira, GitHub, or Asana. It proactively identifies stale tasks, decodes unknown entities such as people, projects, and acronyms to build a robust local memory, and offers a comprehensive mode that scans chat and email history to capture missed action items. By automating the maintenance of your productivity system, it ensures your AI assistant always has the most current context for your projects and professional network.

Key Features

01Automated triage for stale, overdue, or context-light tasks in TASKS.md

02Context enrichment that extracts links, relationships, and deadlines from daily tasks

0311,566 GitHub stars

04Entity decoding to identify and fill memory gaps for people, projects, and acronyms

05Comprehensive activity scanning across chat, email, and documents to surface missed todos

06Bi-directional task synchronization with GitHub Issues and external project trackers

Use Cases

01Maintaining an up-to-date project glossary and directory of stakeholders automatically as you work

02Performing a weekly deep scan of communication channels to catch forgotten commitments made in chat or email

03Consolidating assigned GitHub issues and Jira tickets into a single, manageable TASKS.md file

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anthropics/knowledge-work-plugins update

For use in Claude.ai and ChatGPT

Key Features

01Automated triage for stale, overdue, or context-light tasks in TASKS.md

02Context enrichment that extracts links, relationships, and deadlines from daily tasks

0311,566 GitHub stars

04Entity decoding to identify and fill memory gaps for people, projects, and acronyms

05Comprehensive activity scanning across chat, email, and documents to surface missed todos

06Bi-directional task synchronization with GitHub Issues and external project trackers

Use Cases

01Maintaining an up-to-date project glossary and directory of stakeholders automatically as you work

02Performing a weekly deep scan of communication channels to catch forgotten commitments made in chat or email

03Consolidating assigned GitHub issues and Jira tickets into a single, manageable TASKS.md file