solution-hub

Extract structured engagement data from transcripts and docs into Airtable via MCP.

1|Updated Mar 24, 2026

Search Tags:#data extraction #MCP #transcripts #dedup #airtable #solution hub

Ready to run

npx skills add https://github.com/dsteven12/airtable-sa-skills --skill solution-hub

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: solution-hub
Source: https://github.com/dsteven12/airtable-sa-skills/tree/main/skills/solution-hub
Command: npx skills add https://github.com/dsteven12/airtable-sa-skills --skill solution-hub

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This capability automates the extraction of structured engagement data from transcripts, meeting notes, SOWs, and architecture docs and writes it into an Airtable Solution Hub base via MCP, reducing manual translation and ensuring consistency across records.

Core Features & Use Cases

Extracts records across 10 areas (Project, People, Timeline, Definitions, Positive Business Outcomes, Risks & Change Impacts, Decisions, User Personas, Updates, Action Items) and presents them for review before writing.
Performs deduplication and updates for incremental engagements, so new transcripts extend existing hubs without duplicating data.
Writes validated records to Airtable via MCP with correct field formats and cross-record links.

Quick Start

Provide transcripts or notes and I will extract structured data, review results, and write updates to your Solution Hub base via MCP.

Frequently Asked Questions about solution-hub

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

FAQPage Schema

How do I extract structured data from meeting transcripts into Airtable?▼

To extract structured data from meeting transcripts into Airtable, provide your notes to the Skill, which parses project details, people, and action items, then writes them via MCP after a mandatory review step.

Can I update existing Airtable records with new transcript data without duplicating entries?▼

Yes, you can update existing Airtable records without duplicating entries because the Skill performs deduplication and incremental updates, extending your Solution Hub base with new transcript data while maintaining consistency.

What types of documents can I use to populate an Airtable Solution Hub base?▼

You can populate an Airtable Solution Hub base using transcripts, meeting notes, SOWs, and architecture docs, extracting validated records across 10 core tables like Project, People, Timeline, and Action Items.

Does extracting engagement data from SOWs into Airtable require a manual review step?▼

Yes, extracting engagement data from SOWs into Airtable requires a mandatory review step where the Skill presents extracted records for validation before writing them to your base via MCP with correct field formats and cross-record links.

What limitations exist when using MCP to write transcript data into an Airtable base?▼

Limitations when using MCP to write transcript data into an Airtable base include the explicit exclusion of schema design and workflow documents, restricting the Skill to populating 10 predefined core tables from supported text formats.

Is Airtable MCP integration necessary for building an automated Solution Hub from architecture docs?▼

Yes, Airtable MCP integration is necessary for building an automated Solution Hub from architecture docs, as it enables the Skill to write validated engagement data, cross-record links, and structured definitions directly into your base.