Demo: Portable SQL Skills Library Walkthrough
Watch Chion compile your team’s existing queries into a portable skill library: exportable, LLM-agnostic, and yours to keep.
Chion compiles your team's queries into portable skills that run in Claude Code, Codex, or Cursor. This walkthrough shows the export format.
Problem. Most text-to-SQL tools lock your queries inside their UI. What Chion does. Chion exporting your team's compiled queries as portable skills that run in Claude Code, Codex, or Cursor.
Published ·1:19
Want a walkthrough on your own schema?
Founder demo of Chion compiling your team’s SQL into a portable skills library that runs in Claude Code, Cursor, or Codex CLI. Watch the 79-second walkthrough.
What this demo shows
A founder-led walkthrough of how Chion ingests your existing query corpus (dashboards, ad-hoc reports, ETL scripts) and produces two interoperable artifacts: a portable Skills library and an in-product reasoning surface. Both run on the same business-logic layer.
LLM-agnostic by design
The Skills library exports in a format that any modern LLM environment can consume: Claude, GPT, Gemini, or any future model that accepts structured Skills. Switching providers does not require re-compiling your analytics intelligence.
Outcome predictability over token count
Our SQL reasoning framework is optimized for predictable outcomes, not raw token efficiency. The thirty-thousand-token ceiling per request is dominated by deterministic context gathering, not generative drafting; which is why answers stay consistent across runs.
You own the artifact
The compiled Skills library is yours to keep. There is no vendor lock-in at the data layer: export it, version it, and run it inside any compatible runtime.
Read transcript
00:00Today we are launching Chion: the first LLM-agnostic, portable Skills framework purpose-built for enterprise analytics teams.
00:07Chion converts your existing queries, workflows, and organizational context into a durable business-logic layer that your company owns outright.
00:17Overnight, Chion can produce clean, verifiable signal for an organization of two hundred people. Every query is chunked, validated, semantically described, and routed to the part of the business it belongs to. Finance receives finance logic. Operations receives operations logic. Growth receives growth logic.
00:30Delivery happens through two complementary surfaces.
00:33First, a portable Skills library. Every query is enriched with three things: the business question it answers, the transformation it is permitted to perform, and the role-and-team context that surrounds it. Skills are scoped per team, exportable at every layer, and fungible with any LLM environment that consumes the Skills format.
00:50Second, Chion Studio: our AI-native dashboarding layer that runs the same library through our proprietary SQL reasoning framework. The framework is optimized for outcome predictability, so tokens are not wasted writing SQL from scratch on every request.
01:07The result: you compile your analytics intelligence in approximately one day, you own the resulting layer permanently, and you can run it anywhere: inside your existing Skills framework, or natively inside Chion Studio.
01:15Visit chion.ai and contact us to begin testing today.
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