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airtable-knowledge-extract

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Seed Airtable knowledge into vault via per-base extracts.

Data & Analytics#vault#cluster#knowledge-extraction#wikilinks#gatekeeping#airtable#per-base
Authorsonthanh
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Extract knowledge from Airtable bases into the vault as linked entity pages. Per-base × vertical-slice extract with full-cluster subgraph traversal, Sonnet worker + Opus 4.6 per-batch reviewer at ≥95% gate, self-improving examples bank, mandatory HITL re-anchor on every new base, and legacy-link detection. Use when seeding historical knowledge from company Airtable bases for /think, /connect, /emerge — or when the user invokes /airtable-knowledge-extract.

Core Features & Use Cases

  • Per-base vertical-slice extract into the vault with linked entity pages and wikilinks
  • HITL-driven one-base-at-a-time reviews with mandatory re-anchor on new bases
  • Legacy-link detection and per-base cleanup to keep knowledge graph coherent
  • Outputs staged in the cache with an outcome log for audit and reproducibility

Quick Start

Point Airtable bases at the workflow and run the extract pipeline to seed vault pages.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: airtable-knowledge-extract
Download link: https://github.com/sonthanh/brain-os-plugin/archive/main.zip#airtable-knowledge-extract

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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