streamlit

Name: streamlit
Author: bbrennan

Use when writing or modifying Streamlit dashboard pages, UI components, layouts, or visualizations.

by bbrennan(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

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About

Instruction file imported from bbrennan/monitor-dashboard (.github/instructions/streamlit.instructions.md). Copyright stays with the author.

Streamlit Dashboard Guidelines

Each monitoring concern (drift, metrics, features, alerts) gets its own page via st.navigation
Use st.cache_data for data loading and st.cache_resource for expensive connections
Display graceful error states with st.error() or st.warning() — never let a page crash
Model selector should appear in sidebar, shared across all pages
Date range selector for evaluation windows should default to last 30 days
Charts: prefer Plotly for interactive visualizations
All displayed values must be aggregated — never show individual customer-level data
Use st.metric() for KPIs with delta indicators showing change vs. previous period

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/bbrennan-monitor-dashboard-streamlit-instructions/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

bbrennan-monitor-dashboard-streamlit-instructions.ocm.jsonjson

{
  "ocm": "1",
  "id": "bbrennan-monitor-dashboard-streamlit-instructions",
  "kind": "skill",
  "name": "streamlit",
  "description": "Use when writing or modifying Streamlit dashboard pages, UI components, layouts, or visualizations.",
  "publisher": "bbrennan",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "data_analysis"
    ],
    "tags": [
      "skill-md",
      "github-instructions"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Use when writing or modifying Streamlit dashboard pages, UI components, layouts, or visualizations."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github-instructions",
      "repository": "https://github.com/bbrennan/monitor-dashboard",
      "path": ".github/instructions/streamlit.instructions.md",
      "ref": "4287ce1b9f45ea2cfbb7e8a014a4fe6c451c1a93",
      "url": "https://github.com/bbrennan/monitor-dashboard/blob/4287ce1b9f45ea2cfbb7e8a014a4fe6c451c1a93/.github/instructions/streamlit.instructions.md",
      "key": "bbrennan/monitor-dashboard/.github/instructions/streamlit.instructions.md"
    },
    "applies_to": "src/monitor_dashboard/app.py"
  },
  "instructions": "# Streamlit Dashboard Guidelines\n\n- Each monitoring concern (drift, metrics, features, alerts) gets its own page via `st.navigation`\n- Use `st.cache_data` for data loading and `st.cache_resource` for expensive connections\n- Display graceful error states with `st.error()` or `st.warning()` — never let a page crash\n- Model selector should appear in sidebar, shared across all pages\n- Date range selector for evaluation windows should default to last 30 days\n- Charts: prefer Plotly for interactive visualizations\n- All displayed values must be aggregated — never show individual customer-level data\n-",
  "cost": {
    "context_tokens": 171
  }
}

Fetch it by URL: GET /api/v1/registry/bbrennan-monitor-dashboard-streamlit-instructions/manifest?version=1.0.0

About

Streamlit Dashboard Guidelines

Use it

Manifest

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