action-item-extractor

Extract commitments from unstructured text into a structured action-item register.

1|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/stephenrogan/csm-skills --skill action-item-extractor-stephenrogan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: action-item-extractor
Source: https://github.com/stephenrogan/csm-skills/tree/main/skills/action-item-extractor
Command: npx skills add https://github.com/stephenrogan/csm-skills --skill action-item-extractor-stephenrogan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Extracts commitments, action items, and follow-ups from unstructured text (such as call notes, emails, transcripts, Slack conversations) and outputs a structured list with owners, deadlines, and priority for reliable follow-up.

Core Features & Use Cases

  • Explicit and implicit commitments are identified from text and converted into actionable items.
  • Each item records an owner, a deadline, and a priority to drive accountability.
  • Use cases include meeting summaries, email threads, and chat transcripts to surface next steps.

Quick Start

Paste your notes or transcripts and request an action-item extraction.

Frequently Asked Questions about action-item-extractor

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

FAQPage Schema
How do I extract action items from meeting transcripts and chat notes?

To extract action items from meeting transcripts, paste the unstructured text into the prompt to identify commitments, assign owners, capture deadlines, and rank priorities. It surfaces explicit and implicit follow-ups into a structured register.

What is the best way to pull owners and deadlines from unstructured text?

The best way to pull owners and deadlines from unstructured text is applying an extraction process that converts buried commitments into a structured list. It identifies responsible parties and due dates to drive reliable follow-up.

Can I identify implicit commitments in email threads?

Yes, you can identify implicit commitments in email threads. The extraction process surfaces both explicit and implicit commitments, converting them into actionable items with assigned owners, deadlines, and priority levels.

Does action-item-extractor work with Slack conversations and call notes?

Yes, action-item-extractor works with Slack conversations, call notes, and email threads. It processes unstructured text to surface next steps, assigning owners and deadlines to create a reliable follow-up register.

How do I prioritize follow-ups after extracting action items?

To prioritize follow-ups after extracting action items, the process ranks commitments by priority and provides clear next steps. It assigns owners and deadlines to ensure accountability and structured follow-up.

Are there limitations to extracting action items from unstructured text?

A limitation of extracting action items from unstructured text is reliance on text clarity. It processes call notes, emails, and transcripts, but ambiguous language may hinder accurate owner assignment, deadline capture, and priority ranking.