LABSCO SUMMARY
exploreomni/omni-agent-skills is Omni Analytics' own plugin set, and every skill in it needs a live Omni account and API key before it does anything.
Most ship in the omni-analytics plugin and walk a BI tool's usual lifecycle through the Omni CLI: omni-model-explorer and omni-model-builder read and edit the semantic model — views, topics, dimensions, measures, joins — in YAML; omni-query runs against it and chains multi-step analysis, including raw SQL and table calculations like running totals or period-over-period change; omni-content-explorer and omni-content-builder find, then build or edit, the dashboards and workbooks on top of that model; omni-embed signs URLs and wires themes and events for embedding a dashboard elsewhere; omni-admin covers users, groups, permissions, and schema refreshes; and omni-ai-optimizer and omni-ai-eval both concern Blobby, Omni's own AI agent — one tunes ai_context, ai_fields, and synonyms so Blobby answers correctly, the other runs judged evals to check whether it does.
The remaining two live in a separate omni-integrations plugin and each do one conversion: omni-to-snowflake-semantic-view and omni-to-databricks-metric-view turn an Omni topic into that warehouse's own semantic-layer format, for a team that wants the same metrics reachable from Snowflake Cortex Analyst or Databricks Genie.
There is no free or local path through any of them — the CLI needs an organization or personal API key before its first command runs, and several admin workflows specifically need an org-level key rather than a personal one. If your team doesn't already run Omni Analytics, none of these skills has anything to teach you.
The same repository also ships three Cursor .mdc rule files (API conventions, YAML conventions, terminology) that Cursor loads automatically but that Claude Code and other skills.sh agents do not load as rules at all — the README says as much, calling them reference material outside Cursor. We count skills, not rules, so those three sit outside the skills above.
WHAT'S INSIDE
Showing all 12 skills
Runs the day-to-day administration of an Omni Analytics account from the command line — creating and permissioning users and groups, wiring up database connections, and scheduling dashboard deliveries — and checks after every change that it actually took effect.
Builds and edits Omni dashboards from the command line — pages, charts, filters, and layout — going through a draft that can be checked before it ever replaces what people currently see.
Decides what people can actually chart and filter in Omni: which fields exist, which tables they come from, and how those tables connect — with every change tried out on a copy of the model and checked before anyone else sees it.
Runs Omni's built-in eval system against Blobby, the Omni AI agent: a reusable set of test questions is scored automatically for accuracy, so a modeling change can be measured before it goes live rather than judged by feel.
Tunes an Omni semantic model so Blobby, the built-in AI agent, understands the business's own terms and picks the right field instead of a similarly named wrong one.
Puts a live Omni dashboard inside someone else's product so it looks like part of it, with each viewer signed in behind the scenes and shown only the data their own account is allowed to see.
Takes a set of business measures already defined in Omni and rebuilds it inside Databricks, so the same numbers, worked out the same way, are available to Databricks' own dashboards and its AI assistant.
Moves the business measures you defined in Omni — totals, averages, counts and the filters behind them — into your dbt project, then has Omni read them back from dbt so each number is defined in one place only.
The definitions behind an Omni report — the measures, the tables they draw on, the wording — rewritten as something Snowflake itself understands, so Snowflake's own AI analyst can answer from them.
Finds and organizes existing dashboards and workbooks in Omni — searching by name, browsing folders and labels, and pulling up a direct link to what it finds.
Shows what an Omni instance can actually answer questions about — which subject areas, tables and fields are there, and how they fit together — before anyone builds a chart or changes anything.
Pulls actual numbers out of Omni: name the fields, filters and calculations you want and the query behind them is written for you, so nobody has to know SQL to get an answer.
Explore, query, model, embed, and manage Omni Analytics through the REST API and embed SDK. Includes 9 skills, 3 specialized agents, and 4 context rules for model exploration, querying, model building, content browsing, content building, embedding, AI optimization, AI eval, and administration.
Integration skills for connecting Omni Analytics with external data platforms — Snowflake Semantic Views, Databricks Metric Views, dbt MetricFlow, and more.
The accounts-and-access one: creating people and groups, granting or removing what they can open, wiring database connections, setting up timed deliveries. It prints the permissions as they stand before it alters them, asks first before removing anybody, and reads the setting back to confirm the change landed.
Give it a business question instead of a query. It looks up which subject area can answer it, decides what to break the figures down by and what to exclude, runs it, then reports the figure together with what that figure leaves out — and a sharper follow-up question when the result suggests one.
For changing what is available to chart: a new field, a new measure, a join between two tables. It never writes to the live model — it opens a branch, validates after each write, runs a query to prove the new field behaves, and ends by handing you a pull request or asking before it merges.
INSTALL
CHOOSE SKILLS
Run this outside your AI tool, using Node.js 22.20.0 or newer. Skills CLI 1.7.2 starts with no skills selected; prompts cancel installation without an interactive terminal. For project installation, open your project's folder first.
Install checklist
Select All, then Enter. Enter alone cannot continue with nothing selected.Additional agents. ↑/↓ moves, Space toggles selections, Enter confirms.Installing to: for your intended tool. Stop if it names a different tool.Symlink (Recommended) for shared files or Copy to all agents for separate copies; review the summary before confirming installation.Install the find-skills skill? defaults to Yes, adding another skill for all projects. Choose No if you don't want that extra installation.npx skills add exploreomni/omni-agent-skillsSINGLE SKILL
Run this outside your AI tool, using Node.js 22.20.0 or newer. Skills CLI 1.7.2 skips skill selection; prompts cancel installation without an interactive terminal. If choosing Project when asked about installation scope, open your project's folder before running this.
Install checklist
Additional agents. ↑/↓ moves, Space toggles selections, Enter confirms.Installing to: for your intended tool. Stop if it names a different tool.Symlink (Recommended) for shared files or Copy to all agents for separate copies; review the summary before confirming installation.Install the find-skills skill? defaults to Yes, adding another skill for all projects. Choose No if you don't want that extra installation.Find the skill name in the Skills tab. Open that skill's panel before copying a command: some skills need files or other skills from this package, and the panel shows the install route to use.
npx skills add exploreomni/omni-agent-skills --skill <YOUR_SKILL_NAME> --full-depthPLUGIN MARKETPLACE
/plugin marketplace add exploreomni/omni-agent-skills/plugin install omni-analytics@omni-analytics/plugin install omni-integrations@omni-analyticsTyped inside the agent's own prompt, not in a terminal. The marketplace is called omni-analytics, which is the part after the @.