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README.md
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README.md
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@ -19,14 +19,14 @@ KTX turns warehouse metadata, semantic definitions, and business knowledge into
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reviewable project files that agents can use while planning, querying, and
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updating analytics work.
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A KTX project is a directory of plain files — YAML semantic sources, Markdown
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wiki pages, and SQLite state — that you commit to git and review in PRs,
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A KTX project is a directory of plain files - YAML semantic sources, Markdown
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wiki pages, and SQLite state - that you commit to git and review in PRs,
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just like dbt models.
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## Who KTX is for
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KTX is built for analytics engineers and data teams who want data agents to
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work on real analytics systems — not just generate one-off SQL.
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work on real analytics systems - not just generate one-off SQL.
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Use KTX when you want agents to:
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@ -120,7 +120,7 @@ my-project/
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```
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Semantic sources and wiki pages are committed to git. The `.ktx/` directory
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holds ephemeral state and is git-ignored — delete it and KTX rebuilds on the
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holds ephemeral state and is git-ignored - delete it and KTX rebuilds on the
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next run.
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### Build demo warehouse context
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@ -163,7 +163,7 @@ source packages for development, not public release artifacts.
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KTX integrates with coding agents through CLI skills. The setup wizard
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configures this automatically.
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**CLI skills** — the agent calls `ktx` commands directly through a skill file
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**CLI skills** - the agent calls `ktx` commands directly through a skill file
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installed in your agent's config (e.g., `.claude/skills/ktx/SKILL.md`):
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```bash
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