Hi - I answer from the OpenSmartRoute documentation: routing, the API, plans and quotas, self-hosting. Ask away, or open a support ticket if you need a person.
Grounded in the docs - follow a source before acting on it.
streamlit - Skill - OpenSmartRoute
Skillv1.0.0
streamlit
Use when writing or modifying Streamlit dashboard pages, UI components, layouts, or visualizations.
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.
# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'
Manifest
An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"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
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