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/preset-mcp-discovery

Use Superset MCP health, instance, list, detail, schema, and chart-type discovery tools. Use only for MCP tool workflows; do not use for direct API work.

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preset-io-agent-skills
1228 skills
Install
$ npx -y skills add preset-io/agent-skills --skill preset-mcp-discovery --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/preset-mcp-discovery

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use Superset MCP health, instance, list, detail, schema, and chart-type discovery tools. Use only for MCP tool workflows; do not use for direct API work.

SKILL.md

preset-mcp-discovery.SKILL.md
name: preset-mcp-discovery
description: Use Superset MCP health, instance, list, detail, schema, and chart-type discovery tools. Use only for MCP tool workflows; do not use for direct API work.

preset-mcp-discovery

Use for MCP metadata discovery that does not require result data or persistent changes.

Always

  • Use the single narrowest tool that answers the question; discovery calls are for missing IDs, names, or schemas — not a mandatory ladder.
  • Do not repeat an identical list call; reuse earlier results. Following pagination or refining a search filter when the target was not in the returned page is fine.
  • When a call fails on filter, sort, pagination, or request wrapper fields, fix it against the live tool schema rather than guessing again.
  • Do not expose hidden dataset, database, schema, or SQL details after permission errors.

Decision Rules

  • Use `health_check` and `get_instance_info` only when the user asks about service health or the workspace itself.
  • Use `list_*` tools once to find IDs when the identifier is missing; pick a `page_size` that covers the request in one call.
  • Use `get_*_info` for details of a specific known object.
  • Use `get_schema` only when a request fails or valid filter/sort/select fields are genuinely unknown.

Workflow Order

1. If the needed ID, UUID, slug, or other schema-accepted identifier is already known, skip listing and act on it. Resolve a bare display name with one list/search call. 2. Otherwise list/search once for the object type in question. 3. Fetch details only for the specific object needed. 4. Route to `preset-mcp-data` for result rows, chart data, previews, or rendered SQL. 5. Route to mutation-focused skills before creating or updating objects.

Retrieve

  • Discovery tool map: [references/discovery-tools.md](references/discovery-tools.md)
Read more
Ships withpreset-io-agent-skills

Agent guidance for working with Preset, Apache Superset, and Superset MCP tools. The skills work across Claude, OpenAI Codex, Cursor, GitHub Copilot, Snowflake Cortex Code CLI, and Gemini CLI from a single source.

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10d ago
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Repo: preset-io/agent-skills

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