ktx-ai-data-context-layer
Installation
SKILL.md
ktx AI Data Context Layer Skill
Skill by ara.so — MCP Skills collection.
What is ktx?
ktx is a self-improving context layer that teaches AI agents how to query your data warehouse accurately. It automatically:
- Learns from company knowledge - ingests wiki content, organizes it, removes duplicates, flags contradictions
- Maps the data stack - samples tables, captures metadata, detects joinable columns
- Builds a semantic layer - combines raw tables and metrics through a join graph that resolves chasm and fan traps
- Serves agents at execution - exposes CLI and MCP tools with combined full-text and semantic search
Works with PostgreSQL, Snowflake, BigQuery, ClickHouse, MySQL, SQL Server, and SQLite. Integrates with dbt, MetricFlow, LookML, Looker, Metabase, and Notion.