Ingest Signal

Ingest informal content into structured Markdown with metadata and key takeaways.

14|2|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/rchandnaWUSTL/pm-digital-twin --skill ingest-signal
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Ingest Signal
Source: https://github.com/rchandnaWUSTL/pm-digital-twin/tree/main/skills/ingest-signal
Command: npx skills add https://github.com/rchandnaWUSTL/pm-digital-twin --skill ingest-signal

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a lightweight way to ingest and structure informal content like blog posts, emails, or notes that don't fit more rigid formats, ensuring valuable context is saved and discoverable.

Core Features & Use Cases

  • Content Classification: Automatically detects the type of signal (blog, email, competitor doc, etc.).
  • Metadata Enrichment: Fills in relevant frontmatter like one_line_description, related_customers, and related_jira.
  • Structured Output: Presents signal metadata, key takeaways, and the minimally reformatted original content in Markdown.
  • Use Case: You find an interesting competitor blog post. Paste the URL or content, and this Skill will process it, extract key insights, and tag it with relevant customer or project information for future reference.

Quick Start

Use the ingest-signal skill to process the provided blog post content.

Frequently Asked Questions about Ingest Signal

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

FAQPage Schema
How do I structure informal content like emails and notes into Markdown?

To structure informal content into Markdown, you can ingest raw text and the tool automatically classifies content type, enriches it with metadata like source and date, and outputs a consistent Markdown format. It preserves original content while adding structured frontmatter.

What is the best way to extract key takeaways from blog posts for future reference?

The best way to extract key takeaways from blog posts is to paste content into this ingestion tool. It identifies content type, extracts key insights, generates a concise one-line description, and tags it with relevant customer or project information for discoverability.

How do I add metadata to competitor documentation I want to save?

To add metadata to competitor documentation, you ingest raw content and the system automatically enriches it with relevant frontmatter. This includes fields for related customers, related Jira issues, source, and date, making the documentation easily searchable.

Can I process informal notes without losing the original text formatting?

Yes, you can process informal notes without losing original text formatting. The tool performs only minimal reformatting of original content to ensure valuable context is saved, while still structuring output into a consistent Markdown format.

Does this content structuring tool work with Jira issues and customer data?

Yes, this content structuring tool works with Jira issues and customer data by enriching Markdown frontmatter with related_customers and related_jira fields. This connects your informal notes and signals directly to your project tracking and sales context.

When should I use an automated ingestion process for informal content?

You should use an automated ingestion process for informal content when you have valuable signals like emails or blog posts that do not fit rigid formats. It ensures this scattered context is consistently structured, enriched with metadata, and made discoverable.