Priority Detector

Extract engagements, requests, and deadlines from Limitless lifelogs into Notion todos.

Updated Oct 23, 2025
One-click install
npx skills add https://github.com/chrisboulet/Nexus --skill priority-detector
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Priority Detector
Source: https://github.com/chrisboulet/Nexus/tree/main/skills/priority-detector
Command: npx skills add https://github.com/chrisboulet/Nexus --skill priority-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

As a solo fractional CTO, you juggle multiple client conversations and notes, often struggling to extract actionable priorities from extensive lifelogs. This Skill eliminates the tedious manual effort of sifting through recorded discussions, automatically identifying critical tasks and transforming them into concrete actions. Start each day knowing exactly what to do, without having to reread your notes or worry about missed commitments.

Core Features & Use Cases

  • Intelligent Priority Detection: Leverages Claude Sonnet 4.5 to automatically scan your Limitless conversations and identify three key priority types: engagements you've made, demands you've received, and explicit deadlines.
  • Automated Notion Task Creation: Seamlessly converts detected priorities into structured TODOs within your Notion database. Each task includes its type, a clear description, relevant context, the source conversation, and a confidence score.
  • Use Case: Imagine effortlessly converting hours of recorded client discussions into a clear, prioritized Notion task list, generated automatically overnight. This ensures no commitment is missed and every request is addressed, allowing you to focus on strategic work from the moment you begin your day.

Quick Start

Get today's priorities and create Notion TODOs

./nexus priorities today

Get weekly priorities (dry-run mode, no Notion creation)

./nexus priorities week --dry-run

Frequently Asked Questions about Priority Detector

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

FAQPage Schema
How do I automatically extract priorities from voice notes and conversations?

Priority Detector scans your Limitless conversations and voice notes using Claude to automatically identify engagements, requests, and deadlines. It extracts actionable priorities without manual review, converting hours of recorded discussions into structured task lists.

Can I sync detected priorities directly to Notion as TODOs?

Yes. Priority Detector converts identified priorities into Notion tasks automatically, including priority type, description, context, source conversation, and confidence score. Use dry-run mode to preview changes before creating tasks.

What types of priorities does this detect from lifelogs?

Priority Detector identifies three priority types: engagements you've made, demands you've received, and explicit deadlines. Each detection includes a confidence score so you can filter by certainty threshold.

Does Priority Detector work with API-based lifelog ingestion?

Yes. The Skill supports API-based lifelog ingestion alongside Limitless conversations, enabling flexible data sources. Configure confidence thresholds and use dry-run mode for safe testing before Notion creation.

How accurate are the priorities extracted, and can I control filtering?

Each detected priority includes a confidence score. You can set configurable confidence thresholds to filter results, balancing precision and recall. Dry-run mode lets you review detected priorities before committing changes to Notion.

Is this suitable for managing priorities across multiple client conversations?

Priority Detector is built for fractional CTOs and professionals juggling multiple client discussions. It scales across extensive lifelogs, automatically surfacing commitments and deadlines so nothing falls through the cracks.