Carto Create Workflow Agent Skill

Builds, schedules, and operates analytics DAGs in CARTO Workflows — the no-code/low-code orchestration layer over the data warehouse.

Context cost
14.7k tokensestimated from the bundle, loaded when it triggers
Bundle
9 files · 58.7 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Builds, schedules, and operates analytics DAGs in CARTO Workflows — the no-code/low-code orchestration layer over the data warehouse. Triggers when the user wants to author a workflow, run/edit one, schedule a DAG, or copy a workflow across profiles or orgs.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

analytics

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md26.0 kB · preview
--- name: carto-create-workflow license: MIT ---
7# carto-create-workflow
8
9CARTO Workflows is a visual DAG authoring app that compiles to warehouse SQL. Each workflow runs *inside* a connected warehouse — no CARTO compute is involved at execution time. This skill covers the full lifecycle: building the DAG (the bulk of this file), operating it via the CLI (CRUD, schedules), and **cross-profile copy** (dev → prod promotion, customer-segregated workspaces via carto workflows copy) — see the references below.
10
11> **Workflows vs Builder — distinct apps.** This skill targets **Workflows** (CARTO's DAG/orchestration app, /workflows/<id> in the URL). **Builder** is the separate **map**-authoring app (/builder/<id>). When this skill mentions "the Workflows canvas", "in Workflows", or "the DAG view", that is never Builder — they're different products that share an org and connections but nothing else. Workflow output (a result table with geometry) is typically visualised in Builder afterward; that's the only place the two apps connect.
12
13For one-off ad-hoc SQL, use [carto-query-datawarehouse](../carto-query-datawarehouse) — workflows are for repeatable, scheduled, multi-step DAGs.
14
15> **Access-path routing.** The interactive lifecycle maps to MCP tools on an OAuth-authenticated MCP session: create_workflow, update_workflow (method=update|share|unshare|publish|unpublish), validate_workflow (method=validate|verify|to_sql), read_workflows (method=list|get|list_mcp_tools|get_mcp_tool), run_workflow (method=run|status|results), schedule_workflow (method=add|update|remove), and read_workflow_components (method=list|get — the component catalog). The phases below apply on either path — where a step names a carto workflows command, substitute the matching MCP tool (e.g. verify-remote → validate_workflow method=verify). Stay on the CLI for scripting/CI, bundle-schema introspection (carto workflows schema — no MCP equivalent), cross-profile copy (carto workflows copy — CLI-only), and usage-log auditing (carto activity query — CLI-only). Fall back to the CLI when the server isn't attached, or when the MCP session is **token**-authenticated — authoring/admin tools are hidden there; only run_workflow and validate_workflow remain. Detection signals: [carto-basics/references/access-paths.md](../carto-basics/references/access-paths.md).
16
17Bundle structure, component schemas, input formats, and gotchas are all served live — by the CLI (carto workflows schema / components) or, on the MCP path, by read_workflow_components (method=list|get). **Never hardcode or assume them.** Live introspection is the source of truth.
18
19Live introspection (use before reaching for any reference file). On MCP, read_workflow_components (method=list|get) covers the component rows; the bundle/DAG schema sections are CLI-only.
20
21| Command | What it serves |
22|---|---|
23| carto workflows schema | Index of all bundle/DAG schema sections |
24| carto workflows schema bundle | Top-level bundle shape (id, title, connectionId, config, privacy, tags). privacy is a $ref — fetch its shape with carto workflows schema privacy. Minimal valid form: "privacy": { "privacy": "private" } (the inner string is *not* a bare "private" — enums lists the allowed values for that inner field). |
25| carto workflows schema config | Full DAG config (schemaVersion, connectionProvider enum, nodes, edges, variables, viewport, useCache, executionSettings, schedule) |
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md3,459 words
Files9
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈80
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
14,595
on trigger
The instruction body and 8 supporting files, read only when the skill fires.
7.3%
of a 200k window
Ten skills this size would take about 73% of the window before you open a file.
050k100k150k200k context window

14.7k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

9 files, 58.7 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md26.0 kB
  • references/canvas-notes.md5.2 kB
  • references/cross-profile-copy.md3.6 kB
  • references/mcp-and-api-publish.md8.3 kB
  • references/schedule-readd.md2.6 kB
  • references/scheduling.md2.5 kB
  • references/providers/bigquery.md2.9 kB
  • references/providers/databricks.md4.3 kB
  • references/providers/snowflake.md3.3 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 9 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Carto Create Workflow · 14.7k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/carto-create-workflow/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/carto-create-workflow" ] && { [ ! -e .claude/skills/carto-create-workflow ] || { mv .claude/skills/carto-create-workflow "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/carto-create-workflow" .claude/skills/ && echo "Installed .claude/skills/carto-create-workflow"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add cartodb/carto-create-workflow

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/carto-create-workflow/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/carto-create-workflow/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/carto-create-workflow" ] && { [ ! -e ~/.claude/skills/carto-create-workflow ] || { mv ~/.claude/skills/carto-create-workflow "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/carto-create-workflow" ~/.claude/skills/ && echo "Installed ~/.claude/skills/carto-create-workflow" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/carto-create-workflow/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencecartodb/carto-create-workflow

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

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