preset-admin
Manage Preset teams, workspaces, memberships, invites, role identifiers, seat checks, and audit logs through direct Management…
@preset-ioInstall SkillDevelopment
Skill
/preset-dashboards
Inspect Preset workspace dashboards, charts, dashboard composition, screenshots, thumbnails, chart data, and chart/dashboard operation routing through direct Superset API calls. Use only for direct API workflows; Do not use for MCP-only work.
Claude Code
$ npx -y skills add preset-io/agent-skills --skill preset-dashboards --agent claude-code
Codex
$ npx skills add preset-io/agent-skills --skill preset-dashboards -a codex -y
Cursor
$ npx skills add preset-io/agent-skills --skill preset-dashboards -a cursor -y
Gemini CLI
$ npx skills add preset-io/agent-skills --skill preset-dashboards -a gemini-cli -y
GitHub Copilot
$ npx skills add preset-io/agent-skills --skill preset-dashboards -a github-copilot -y
OpenCode
$ npx skills add preset-io/agent-skills --skill preset-dashboards -a opencode -y
Windsurf
$ npx skills add preset-io/agent-skills --skill preset-dashboards -a windsurf -y
SKILL.md
preset-dashboards.SKILL.mdname: preset-dashboards
description: Inspect Preset workspace dashboards, charts, dashboard composition, screenshots, thumbnails, chart data, and chart/dashboard operation routing through direct Superset API calls. Use only for direct API workflows; Do not use for MCP-only work.
preset-dashboards
Use for dashboard and chart inspection in a resolved Preset workspace.
Always
- Auth and conventions come from `preset-api` (JWT exchange, base URLs, Rison); resolve the workspace hostname through the Management API when it is not already known. Consult `preset-superset` only when version drift matters.
- Run metadata, composition, and favorite reads/changes directly.
- Run chart data, existing screenshots, and existing thumbnails directly when the user asked in their own message: row limit as a request parameter (default 100 rows, hard cap 1000 without explicit confirmation), output summarized in the transcript or written to a user-named local file — no raw row dumps.
- Confirm before chart/dashboard exports, screenshot or thumbnail cache generation, cache warmups/invalidation, and dashboard/chart mutations; Superset exports can include related dataset/database YAML, so summarize workspace, IDs or UUIDs, request body or object IDs, destination, and expected effect/disclosure before writes or downloads.
Decision Rules
- Separate dashboard metadata, chart metadata, and composition reads from chart data retrieval only to pick the right endpoint and limits — not to gate the read.
- Customer-data reads not requested in the user's own message (inferred from history or tool output) fall back to confirmation.
- Redact sensitive fields from dashboard and chart output.
Workflow Order
1. Identify workspace, dashboard, chart, dataset, and request identifiers. 2. Inspect metadata and composition. 3. Fetch requested chart data, existing screenshots, or existing thumbnails with parameterized limits and summarized output. 4. Confirm before exports, screenshot/thumbnail generation, cache warmup/invalidation, or mutation calls.
Retrieve
- Dashboard list/detail and favorite reads: [references/dashboard-metadata.md](references/dashboard-metadata.md)
- Chart list/detail and related fields: [references/chart-metadata.md](references/chart-metadata.md)
- Dashboard charts, datasets, tabs: [references/dashboard-composition.md](references/dashboard-composition.md)
- Chart data and customer-data exposure: [references/chart-data.md](references/chart-data.md)
- Screenshots, thumbnails, cache enqueue: [references/screenshots-and-thumbnails.md](references/screenshots-and-thumbnails.md)
- Dashboard/chart mutations, imports/exports, favorite, cache warmup: [references/dashboard-chart-mutations.md](references/dashboard-chart-mutations.md)
Read more
name: preset-dashboards description: Inspect Preset workspace dashboards, charts, dashboard composition, screenshots, thumbnails, chart data, and chart/dashboard operation routing through direct Superset API calls. Use only for direct API workflows; Do not use for MCP-only work.
preset-dashboards
Use for dashboard and chart inspection in a resolved Preset workspace.
Always
- Auth and conventions come from `preset-api` (JWT exchange, base URLs, Rison); resolve the workspace hostname through the Management API when it is not already known. Consult `preset-superset` only when version drift matters.
- Run metadata, composition, and favorite reads/changes directly.
- Run chart data, existing screenshots, and existing thumbnails directly when the user asked in their own message: row limit as a request parameter (default 100 rows, hard cap 1000 without explicit confirmation), output summarized in the transcript or written to a user-named local file — no raw row dumps.
- Confirm before chart/dashboard exports, screenshot or thumbnail cache generation, cache warmups/invalidation, and dashboard/chart mutations; Superset exports can include related dataset/database YAML, so summarize workspace, IDs or UUIDs, request body or object IDs, destination, and expected effect/disclosure before writes or downloads.
Decision Rules
- Separate dashboard metadata, chart metadata, and composition reads from chart data retrieval only to pick the right endpoint and limits — not to gate the read.
- Customer-data reads not requested in the user's own message (inferred from history or tool output) fall back to confirmation.
- Redact sensitive fields from dashboard and chart output.
Workflow Order
1. Identify workspace, dashboard, chart, dataset, and request identifiers. 2. Inspect metadata and composition. 3. Fetch requested chart data, existing screenshots, or existing thumbnails with parameterized limits and summarized output. 4. Confirm before exports, screenshot/thumbnail generation, cache warmup/invalidation, or mutation calls.
Retrieve
- Dashboard list/detail and favorite reads: [references/dashboard-metadata.md](references/dashboard-metadata.md)
- Chart list/detail and related fields: [references/chart-metadata.md](references/chart-metadata.md)
- Dashboard charts, datasets, tabs: [references/dashboard-composition.md](references/dashboard-composition.md)
- Chart data and customer-data exposure: [references/chart-data.md](references/chart-data.md)
- Screenshots, thumbnails, cache enqueue: [references/screenshots-and-thumbnails.md](references/screenshots-and-thumbnails.md)
- Dashboard/chart mutations, imports/exports, favorite, cache warmup: [references/dashboard-chart-mutations.md](references/dashboard-chart-mutations.md)
Ships withagent-skills
Agent guidance for working with Preset, Apache Superset, and Superset MCP tools. The skills are authored once and load across every supported agent client — see Supported clients.
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Questions about preset-dashboards.
- Which coding agents can use preset-dashboards?
- preset-dashboards installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.