productivity-update

Synchronize tasks from project trackers and GitHub with local TASKS.md files.

114|13|Updated Jan 17, 2026
One-click install
npx skills add https://github.com/frumu-ai/tandem --skill productivity-update
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: productivity-update
Source: https://github.com/frumu-ai/tandem/tree/main/src-tauri/resources/skill-templates/productivity-update
Command: npx skills add https://github.com/frumu-ai/tandem --skill productivity-update

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you keep your task list and AI's memory up-to-date by syncing with external tools and identifying gaps in your knowledge.

Core Features & Use Cases

  • Task Synchronization: Automatically fetches tasks from project trackers and GitHub, comparing them with your local TASKS.md.
  • Stale Item Triage: Identifies and helps you manage tasks that are overdue or have been inactive for too long.
  • Memory Gap Filling: Decodes entities within tasks (people, projects, acronyms) and prompts you to fill in missing context.
  • Enrichment Capture: Extracts links, status updates, and relationships from tasks to update your memory files.
  • Use Case: Run productivity-update daily to ensure your to-do list reflects your current work and that your AI has the latest context on projects and people.

Quick Start

Run the productivity-update skill to sync your tasks and refresh your memory.

Frequently Asked Questions about productivity-update

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I sync tasks from GitHub issues with my local TASKS.md file?

To sync tasks from GitHub issues, this Skill automatically fetches issues from project trackers and compares them with your local TASKS.md file, identifying discrepancies and updating your local task list to reflect current work.

What is the best way to triage stale tasks and overdue items in my workflow?

The best way to triage stale tasks is running this Skill, which identifies overdue or inactive items in your task management tools and local files, then helps you manage or remove them to keep your workflow current.

How do I identify and fill knowledge gaps in my AI's memory context?

To identify and fill knowledge gaps in AI memory, this Skill decodes entities like people, projects, and acronyms from your tasks, then prompts you to provide missing context to update your local memory files.

Do I need specific task management tools or local memory files to use this workflow automation?

Yes, you need access to external task management tools like project trackers and GitHub, along with local TASKS.md and memory files, to enable synchronization and context updates for the AI.

Can I capture enrichment details like status updates and links from project trackers?

Yes, you can capture enrichment from task details; the Skill extracts links, status updates, and relationships from your project trackers and uses them to update your local memory files automatically.

What happens to memory context when I sync tasks from external sources?

When you sync tasks from external sources, the Skill updates your memory context by extracting entity relationships and enrichment details, ensuring your AI has the latest project and people knowledge.