Map dbt schema.yml / properties.yml models and sources into ktx semantic-layer overlays and column notes. Covers sources: vs models:, column datatests (notnull, unique, acceptedvalues, relationships), and how bundle-time writes complement manifest backfill from git sync. Load when the WorkUnit's skillNames includes dbtingest or when raw files are dbt YAML under models/ / sources/.
EnglishIdentify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.
EnglishConvert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic schema projection.
EnglishClassify and resolve conflicts detected during bundle ingest (structural duplicates, definitional contradictions, near-duplicate clusters, re-ingest changes, evictions).
EnglishCapture semantic-layer and knowledge updates from a live database schema snapshot.
EnglishExtract durable ktx knowledge and semantic-layer contribution proposals from staged Looker runtime dashboard, Look, and explore JSON. Load for WorkUnits whose raw files are under explores/, dashboards/, or looks/.
EnglishMap a LookML view/model/explore into ktx semantic layer sources. Covers the LookML to ktx primitive table, provenance tagging, and three worked examples (overlay, standalone from derivedtable, standalone with sqlalwayswhere). Load when the turn contains .lkml content.
EnglishConvert Metabase questions, models, and metrics into ktx Semantic Layer source definitions.
EnglishMap a MetricFlow semanticmodel or metric into ktx semantic layer sources. Covers the MetricFlow to ktx primitive table, extends: inheritance flattening, metric-type handling (simple / derived / ratio / cumulative / conversion), model: ref('x') resolution, and four worked examples. Load when the turn contains .yml/.yaml files with top-level semanticmodels: or metrics:.
EnglishSynthesize durable ktx wiki pages and semantic-layer sources from staged Notion pages, databases, data-source rows, and clustered Notion evidence. Load when a WorkUnit contains Notion raw files or Notion evidence chunks.
EnglishHow to capture new reusable patterns into ktx's semantic layer - when a measure, segment, or join belongs in the catalog and how to write it generically so it stays small and useful over time. Loaded by the post-turn memory-agent only. The research agent does not write to the SL.
English
AGENT SKILLS ATLASIncludes Dbt Ingest, Historic SQL Patterns, Historic SQL Table Digest, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Dbt Ingest
Map dbt schema.yml / properties.yml models and sources into ktx semantic-layer overlays and column notes. Covers sources: vs models:, column datatests (notnull, unique, acceptedvalues, relationships), and how bundle-time writes complement manifest backfill from git sync. Load when the WorkUnit's skillNames includes dbtingest or when raw files are dbt YAML under models/ / sources/.
Historic SQL Patterns
Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.
Historic SQL Table Digest
Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic schema projection.
Ingest Triage
Classify and resolve conflicts detected during bundle ingest (structural duplicates, definitional contradictions, near-duplicate clusters, re-ingest changes, evictions).
Live Database Ingest
Capture semantic-layer and knowledge updates from a live database schema snapshot.
Looker Ingest
Extract durable ktx knowledge and semantic-layer contribution proposals from staged Looker runtime dashboard, Look, and explore JSON. Load for WorkUnits whose raw files are under explores/, dashboards/, or looks/.
Lookml Ingest
Map a LookML view/model/explore into ktx semantic layer sources. Covers the LookML to ktx primitive table, provenance tagging, and three worked examples (overlay, standalone from derivedtable, standalone with sqlalwayswhere). Load when the turn contains .lkml content.
Metabase Ingest
Convert Metabase questions, models, and metrics into ktx Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-dupli
Metricflow Ingest
Map a MetricFlow semanticmodel or metric into ktx semantic layer sources. Covers the MetricFlow to ktx primitive table, extends: inheritance flattening, metric-type handling (simple / derived / ratio / cumulative / conversion), model: ref('x') resolution, and four worked examples. Load when the turn contains .yml/.yaml files with top-level semanticmodels: or metrics:.
Notion Synthesize
Synthesize durable ktx wiki pages and semantic-layer sources from staged Notion pages, databases, data-source rows, and clustered Notion evidence. Load when a WorkUnit contains Notion raw files or Notion evidence chunks.
Sl Capture
How to capture new reusable patterns into ktx's semantic layer - when a measure, segment, or join belongs in the catalog and how to write it generically so it stays small and useful over time. Loaded by the post-turn memory-agent only. The research agent does not write to the SL.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Dbt Ingest skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: Apache-2.0. The author’s terms apply.