echo

Transform Skill Unit content into structured semantic metadata for RAG indexing.

1|Updated Dec 18, 2025
One-click install
npx skills add https://github.com/matt-fell-ai/PAI --skill echo-matt-fell-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: echo
Source: https://github.com/matt-fell-ai/PAI/tree/main/skills/Echo
Command: npx skills add https://github.com/matt-fell-ai/PAI --skill echo-matt-fell-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Stop manually transcribing meetings and voice memos. This Skill processes native audio recordings to extract structured context, tasks, and strategic insights.

Core Features & Use Cases

  • Auditory Context Capture: Process meeting recordings, verbal notes, and voice messages into organized, executable workflows.

Core Features & Use Cases

  • Hands-Free Context: Record ideas while walking and have them scaffolded by the time you reach your desk.
  • Strategic Continuity: Capture the "Why" behind decisions made in conversations.
  • Use Case: Imagine you just finished a 45-minute strategy meeting. Use this Skill to automatically extract key decisions, identify action items, and document strategic intent.
  • Automatic Tasking: Turn "We should do X" into actual entries in your execution history.

Quick Start

Process the audio file 'product_roadmap_discussion.mp3' to identify 3 strategic priorities and create corresponding project entries.

Frequently Asked Questions about echo

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

FAQPage Schema
How do I extract tasks and decisions from meeting recordings?

Meeting recording processing extracts structured context by converting audio into organized task lists and decision documentation. This Skill transforms voice notes into actionable items with strategic intent captured, enabling you to skip manual transcription and go directly to execution.

Can I turn voice notes into structured tasks automatically?

Yes. Voice transcription processing captures verbal context and transforms it into executable task entries. The Skill scaffolds ideas recorded while mobile into organized workflows ready for your execution system by the time you return to your desk.

What's the best way to document strategic decisions from conversations?

Auditory context capture processes meeting recordings to extract key decisions, action items, and strategic reasoning in one pass. Rather than manual note-taking, this approach identifies the 'why' behind decisions and documents intent alongside executable next steps.

How do I process audio files to identify priorities and create project entries?

Audio processing extracts semantic metadata from recordings by identifying strategic priorities and converting them into project entries. The Skill analyzes verbal context to surface key initiatives and structures them as linked tasks in your workflow.

Do I need transcription software before using voice-to-task extraction?

No. This Skill handles audio processing and transcription directly within its workflow. It processes native audio recordings without requiring separate transcription tools, moving directly from voice input to structured semantic metadata and task generation.

What happens if my meeting recording is unclear or has background noise?

The Skill processes audio to extract structured context and tasks from meeting content. Quality depends on recording clarity, though semantic metadata extraction focuses on identifying decisions and action items even from conversational speech with typical office environment audio.