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discover

Identify repetitive work patterns across Slack, Linear, and Gmail for automation.

29|12|Updated Mar 30, 2026
Search Tags:#automation#workflow#productivity#optimization#discovery#pattern-recognition
One-click install
npx skills add https://github.com/matteotitta/genesys-skills --skill discover-matteotitta
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discover
Source: https://github.com/matteotitta/genesys-skills/tree/main/skills/meta/learning/discover
Command: npx skills add https://github.com/matteotitta/genesys-skills --skill discover-matteotitta

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of invisible operational debt by identifying repetitive tasks that are currently being performed manually across multiple communication and project management platforms.

Core Features & Use Cases

  • Cross-Platform Pattern Recognition: Scans Slack, Gmail, Linear, Granola, Calendar, and session logs to find recurring workflows.
  • Data-Driven Prioritization: Uses an 8-dimension scoring framework to categorize potential automations into BUILD, DEFER, or KILL buckets.
  • Use Case: A founder spends hours every week manually summarizing Slack threads and updating Linear tickets; this skill identifies the pattern and recommends building a custom MCP workflow to automate the synchronization.

Quick Start

Run the discover skill to scan your recent activity and generate a report of recommended automations.

Frequently Asked Questions about discover

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

FAQPage Schema
How do I find recurring tasks in Slack, Gmail, and Linear to automate?▼

To find recurring tasks in Slack, Gmail, and Linear, this skill scans your cross-platform activity logs to identify repeatable work patterns. It then evaluates these patterns based on frequency and time savings to recommend high-impact automations.

What is the best way to prioritize workflow automation candidates from communication logs?▼

The best way to prioritize workflow automation candidates is using an 8-dimension scoring framework. This approach categorizes potential tasks into BUILD, DEFER, or KILL buckets by evaluating frequency, time savings, and context dependency.

How does pattern recognition track automation lifecycle status over time?▼

Pattern recognition tracks automation lifecycle status by maintaining a persistent SQLite database. This database records the evolution of identified work patterns across your connected platforms, ensuring ongoing visibility into operational debt.

Can I use this skill to scan Granola and Calendar logs for manual workflows?▼

Yes, you can use this skill to scan Granola and Calendar logs. It performs cross-platform pattern recognition across multiple data sources including Slack, Gmail, Linear, Granola, and Calendar to find recurring workflows suitable for automation.

When do I need to scan session logs for operational debt?▼

You need to scan session logs for operational debt when invisible manual tasks accumulate across project management platforms. Identifying these repetitive workflows allows you to evaluate potential tasks and proactively build custom MCP workflows.

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