winstonkoh87
Registry indexed
dashboard-builder
Build self-contained interactive HTML dashboards with charts, filters, and tables. Generates a single browser-openable file — no server or dependencies required.
Overview
Build self-contained interactive HTML dashboards with charts, filters, and tables. Generates a single browser-openable file — no server or dependencies required.
Read full documentation
Source documentation, not instructions for this website. Review permissions before running any commands.
Dashboard Builder — Interactive HTML Dashboards
Stolen from: Anthropic Data Plugin — build-dashboard (2026-05-24) Adaptation: Stripped enterprise connectors, added Athena-specific data patterns.
When to Use
- Creating executive overview with KPI cards
- Turning query results into a shareable self-contained report
- Building a monitoring snapshot
- Needing multiple charts with filters in one browser-openable file
- Client deliverables requiring interactive data presentation
Workflow
1. Understand Requirements
Determine:
- Purpose: Executive overview, operational monitoring, deep-dive analysis, team reporting
- Audience: Who will use this dashboard?
- Key metrics: What numbers matter most?
- Dimensions: What should users be able to filter or slice by?
- Data source: Live query, pasted data, CSV file, or sample data
2. Gather Data
If data is available → Parse, clean, embed as JSON in the HTML file. If working from description → Create realistic sample dataset. Note it uses sample data. Provide swap instructions.
3. Design Layout
Follow standard dashboard layout:
┌──────────────────────────────────────────────────┐
│ Dashboard Title [Filters ▼] │
├────────────┬────────────┬────────────┬───────────┤
│ KPI Card │ KPI Card │ KPI Card │ KPI Card │
├────────────┴────────────┼────────────┴───────────┤
│ │ │
│ Primary Chart │ Secondary Chart │
│ (largest area) │ │
│ │ │
├─────────────────────────┴────────────────────────┤
│ │
│ Detail Table (sortable, scrollable) │
│ │
└──────────────────────────────────────────────────┘
Adapt to content:
- 2-4 KPI cards at top for headline numbers
- 1-3 charts in middle for trends and breakdowns
- Optional detail table at bottom for drill-down
- Filters in header or sidebar depending on complexity
4. Build HTML Dashboard
Single self-contained HTML file:
Structure: Semantic HTML5, responsive grid (CSS Grid/Flexbox), filter controls, KPI cards, chart containers, sortable data table.
Styling: Professional dark/light scheme, card-based layout with subtle shadows, consistent typography (system fonts), responsive, print-friendly.
Interactivity: Chart.js for charts, filter dropdowns updating all views simultaneously, sortable columns, hover tooltips, number formatting.
Data: All data embedded as JavaScript variables. No external fetches. Works completely offline.
5. Chart Types
| Chart | Use For |
|---|---|
| Line | Time series trends |
| Bar | Category comparisons |
| Doughnut | Composition (<6 categories) |
| Stacked bar | Composition over time |
| Mixed (bar + line) | Volume with rate overlay |
6. Base Template
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Dashboard Title</title>
<script src="https://cdn.jsdelivr.net/npm/chart.js@4.5.1" integrity="sha384-jb8JQMbMoBUzgWatfe6COACi2ljcDdZQ2OxczGA3bGNeWe+6DChMTBJemed7ZnvJ" crossorigin="anonymous"></script>
<style>
/* --- Design System --- */
:root {
--bg: #0f1117; --surface: #1a1d2e; --border: #2a2d3e;
--text: #e4e4e7; --text-muted: #71717a;
--accent: #6366f1; --accent-hover: #818cf8;
--success: #22c55e; --warning: #eab308; --danger: #ef4444;
--radius: 12px; --shadow: 0 4px 24px rgba(0,0,0,.3);
}
* { margin:0; padding:0; box-sizing:border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
background: var(--bg); color: var(--text); line-height: 1.5; }
.dashboard { max-width: 1400px; margin: 0 auto; padding: 24px; }
.kpi-row { display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 16px; margin-bottom: 24px; }
.kpi-card { background: var(--surface); border: 1px solid var(--border); border-radius: var(--radius); padding: 20px; }
.kpi-label { font-size: 0.875rem; color: var(--text-muted); margin-bottom: 4px; }
.kpi-value { font-size: 2rem; font-weight: 700; }
.kpi-change { font-size: 0.875rem; margin-top: 4px; }
.kpi-change.positive { color: var(--success); }
.kpi-change.negative { color: var(--danger); }
.chart-row { display: grid; grid-template-columns: 2fr 1fr; gap: 16px; margin-bottom: 24px; }
.chart-card { background: var(--surface); border: 1px solid var(--border); border-radius: var(--radius); padding: 20px; }
.chart-card h3 { font-size: 1rem; margin-bottom: 12px; color: var(--text-muted); }
table { width: 100%; border-collapse: collapse; }
th, td { padding: 10px 12px; text-align: left; border-bottom: 1px solid var(--border); }
th { color: var(--text-muted); font-size: 0.8rem; text-transform: uppercase; cursor: pointer; }
th:hover { color: var(--accent); }
.filters { display: flex; gap: 12px; align-items: center; }
select { background: var(--surface); color: var(--text); border: 1px solid var(--border);
border-radius: 8px; padding: 8px 12px; font-size: 0.875rem; }
footer { text-align: center; color: var(--text-muted); font-size: 0.8rem; margin-top: 32px; }
@media (max-width: 768px) { .chart-row { grid-template-columns: 1fr; } }
</style>
</head>
<body>
<div class="dashboard">
<header style="display:flex; justify-content:space-between; align-items:center; margin-bottom:24px;">
<h1>Dashboard Title</h1>
<div class="filters"><!-- Filter controls --></div>
</header>
<section class="kpi-row"><!-- KPI cards --></section>
<section class="chart-row"><!-- Chart containers --></section>
<section class="chart-card"><!-- Data table --></section>
<footer>Data as of: <span id="data-date"></span></footer>
</div>
<script>
const DATA = []; // Embedded data
class Dashboard {
constructor(data) { this.rawData = data; this.filteredData = data; this.charts = {}; this.init(); }
init() { this.setupFilters(); this.renderKPIs(); this.renderCharts(); this.renderTable(); }
applyFilters() { /* Filter + re-render all views */ }
setupFilters() {}
renderKPIs() {}
renderCharts() {}
updateCharts() {}
renderTable() {}
}
const dashboard = new Dashboard(DATA);
</script>
</body>
</html>
7. Save and Open
- Save as descriptive name (e.g.,
sales_dashboard.html) - Open in user's default browser
- Confirm it renders correctly
- Provide instructions for updating data or customizing
References
- Anthropic build-dashboard — Source skill
- Athena precedent: web-based interactive deliverables as single HTML files
File metadata
name: dashboard-builder description: "Build self-contained interactive HTML dashboards with charts, filters, and tables. Generates a single browser-openable file — no server or dependencies required." vibe: "Data without visualization is just noise." context_trigger: "dashboard, visualization, KPI, chart, analytics view, build dashboard, data dashboard, monitoring, metrics view" argument_hint: "<description> [data source]" auto-invoke: false model: default source: "anthropics/knowledge-work-plugins — data/skills/build-dashboard (2026-05-24)" stolen_date: "2026-05-24"
View original text
---
name: dashboard-builder
description: "Build self-contained interactive HTML dashboards with charts, filters, and tables. Generates a single browser-openable file — no server or dependencies required."
vibe: "Data without visualization is just noise."
context_trigger: "dashboard, visualization, KPI, chart, analytics view, build dashboard, data dashboard, monitoring, metrics view"
argument_hint: "<description> [data source]"
auto-invoke: false
model: default
source: "anthropics/knowledge-work-plugins — data/skills/build-dashboard (2026-05-24)"
stolen_date: "2026-05-24"
---
# Dashboard Builder — Interactive HTML Dashboards
> **Stolen from**: [Anthropic Data Plugin — build-dashboard](https://github.com/anthropics/knowledge-work-plugins/tree/main/data/skills/build-dashboard) (2026-05-24)
> **Adaptation**: Stripped enterprise connectors, added Athena-specific data patterns.
## When to Use
- Creating executive overview with KPI cards
- Turning query results into a shareable self-contained report
- Building a monitoring snapshot
- Needing multiple charts with filters in one browser-openable file
- Client deliverables requiring interactive data presentation
## Workflow
### 1. Understand Requirements
Determine:
- **Purpose**: Executive overview, operational monitoring, deep-dive analysis, team reporting
- **Audience**: Who will use this dashboard?
- **Key metrics**: What numbers matter most?
- **Dimensions**: What should users be able to filter or slice by?
- **Data source**: Live query, pasted data, CSV file, or sample data
### 2. Gather Data
**If data is available** → Parse, clean, embed as JSON in the HTML file.
**If working from description** → Create realistic sample dataset. Note it uses sample data. Provide swap instructions.
### 3. Design Layout
Follow standard dashboard layout:
```
┌──────────────────────────────────────────────────┐
│ Dashboard Title [Filters ▼] │
├────────────┬────────────┬────────────┬───────────┤
│ KPI Card │ KPI Card │ KPI Card │ KPI Card │
├────────────┴────────────┼────────────┴───────────┤
│ │ │
│ Primary Chart │ Secondary Chart │
│ (largest area) │ │
│ │ │
├─────────────────────────┴────────────────────────┤
│ │
│ Detail Table (sortable, scrollable) │
│ │
└──────────────────────────────────────────────────┘
```
Adapt to content:
- 2-4 KPI cards at top for headline numbers
- 1-3 charts in middle for trends and breakdowns
- Optional detail table at bottom for drill-down
- Filters in header or sidebar depending on complexity
### 4. Build HTML Dashboard
Single self-contained HTML file:
**Structure**: Semantic HTML5, responsive grid (CSS Grid/Flexbox), filter controls, KPI cards, chart containers, sortable data table.
**Styling**: Professional dark/light scheme, card-based layout with subtle shadows, consistent typography (system fonts), responsive, print-friendly.
**Interactivity**: Chart.js for charts, filter dropdowns updating all views simultaneously, sortable columns, hover tooltips, number formatting.
**Data**: All data embedded as JavaScript variables. No external fetches. Works completely offline.
### 5. Chart Types
| Chart | Use For |
|:------|:--------|
| Line | Time series trends |
| Bar | Category comparisons |
| Doughnut | Composition (<6 categories) |
| Stacked bar | Composition over time |
| Mixed (bar + line) | Volume with rate overlay |
### 6. Base Template
```html
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Dashboard Title</title>
<script src="https://cdn.jsdelivr.net/npm/chart.js@4.5.1" integrity="sha384-jb8JQMbMoBUzgWatfe6COACi2ljcDdZQ2OxczGA3bGNeWe+6DChMTBJemed7ZnvJ" crossorigin="anonymous"></script>
<style>
/* --- Design System --- */
:root {
--bg: #0f1117; --surface: #1a1d2e; --border: #2a2d3e;
--text: #e4e4e7; --text-muted: #71717a;
--accent: #6366f1; --accent-hover: #818cf8;
--success: #22c55e; --warning: #eab308; --danger: #ef4444;
--radius: 12px; --shadow: 0 4px 24px rgba(0,0,0,.3);
}
* { margin:0; padding:0; box-sizing:border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
background: var(--bg); color: var(--text); line-height: 1.5; }
.dashboard { max-width: 1400px; margin: 0 auto; padding: 24px; }
.kpi-row { display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 16px; margin-bottom: 24px; }
.kpi-card { background: var(--surface); border: 1px solid var(--border); border-radius: var(--radius); padding: 20px; }
.kpi-label { font-size: 0.875rem; color: var(--text-muted); margin-bottom: 4px; }
.kpi-value { font-size: 2rem; font-weight: 700; }
.kpi-change { font-size: 0.875rem; margin-top: 4px; }
.kpi-change.positive { color: var(--success); }
.kpi-change.negative { color: var(--danger); }
.chart-row { display: grid; grid-template-columns: 2fr 1fr; gap: 16px; margin-bottom: 24px; }
.chart-card { background: var(--surface); border: 1px solid var(--border); border-radius: var(--radius); padding: 20px; }
.chart-card h3 { font-size: 1rem; margin-bottom: 12px; color: var(--text-muted); }
table { width: 100%; border-collapse: collapse; }
th, td { padding: 10px 12px; text-align: left; border-bottom: 1px solid var(--border); }
th { color: var(--text-muted); font-size: 0.8rem; text-transform: uppercase; cursor: pointer; }
th:hover { color: var(--accent); }
.filters { display: flex; gap: 12px; align-items: center; }
select { background: var(--surface); color: var(--text); border: 1px solid var(--border);
border-radius: 8px; padding: 8px 12px; font-size: 0.875rem; }
footer { text-align: center; color: var(--text-muted); font-size: 0.8rem; margin-top: 32px; }
@media (max-width: 768px) { .chart-row { grid-template-columns: 1fr; } }
</style>
</head>
<body>
<div class="dashboard">
<header style="display:flex; justify-content:space-between; align-items:center; margin-bottom:24px;">
<h1>Dashboard Title</h1>
<div class="filters"><!-- Filter controls --></div>
</header>
<section class="kpi-row"><!-- KPI cards --></section>
<section class="chart-row"><!-- Chart containers --></section>
<section class="chart-card"><!-- Data table --></section>
<footer>Data as of: <span id="data-date"></span></footer>
</div>
<script>
const DATA = []; // Embedded data
class Dashboard {
constructor(data) { this.rawData = data; this.filteredData = data; this.charts = {}; this.init(); }
init() { this.setupFilters(); this.renderKPIs(); this.renderCharts(); this.renderTable(); }
applyFilters() { /* Filter + re-render all views */ }
setupFilters() {}
renderKPIs() {}
renderCharts() {}
updateCharts() {}
renderTable() {}
}
const dashboard = new Dashboard(DATA);
</script>
</body>
</html>
```
### 7. Save and Open
1. Save as descriptive name (e.g., `sales_dashboard.html`)
2. Open in user's default browser
3. Confirm it renders correctly
4. Provide instructions for updating data or customizing
## References
- [Anthropic build-dashboard](https://github.com/anthropics/knowledge-work-plugins/tree/main/data/skills/build-dashboard) — Source skill
- Athena precedent: web-based interactive deliverables as single HTML files
Review the source
Price & running costs
- Get the skill
- Price unconfirmed
- Run it
- Requirements have not been confirmed. Check the source for agent, API and service charges.
- License
- MIT
- Price unconfirmed
- We have not confirmed a price for this skill. Existing source and install links remain available.
Free to get does not mean free to run. Price labels are not safety ratings. Submit pricing information →
Skill source recorded
Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.
Review before install: Avoid automatic install
License: MIT
- Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
- The skill claims 'no server or dependencies required' but the provided template loads Chart.js from a CDN, which is an external dependency and requires internet connectivity for first load.
- The term 'stolen' in the metadata and documentation is informal and could be perceived as unprofessional, though it does include proper attribution.
- This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
- Quality score needs review
Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.
Start with one small task
- 1Read the source. Confirm the input, expected output, dependencies and permissions.
- 2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
- 3Check the output and changed files. Report only what actually ran; keep the source revision for reproduction.
Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.
Source & usage notes
IndexedAI Reviewed
Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.
- Source repository
- winstonkoh87/Athena-Public
- License
- MIT
- Version
- Unknown
- Last GitHub push
- Sep 30, 2026
- Registry updated
- Oct 1, 2026
- Instruction path
- examples/skills/coding/dashboard-builder/SKILL.md @ 38fbb0ed6abe
Version reported in registry metadata; check source releases before relying on it.
Quality
75/100
Strong
Trust
66/100
Sandbox only
Audit
81/100
Risky
- Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
- The skill claims 'no server or dependencies required' but the provided template loads Chart.js from a CDN, which is an external dependency and requires internet connectivity for first load.
- The term 'stolen' in the metadata and documentation is informal and could be perceived as unprofessional, though it does include proper attribution.
- This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
- Quality score needs review
- Verified installs
- —
- Outcomes
- —
Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.
Agent access
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
More details
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"license": "MIT",
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"install": "npx skills add winstonkoh87/Athena-Public --skill dashboard-builder",
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"documentation": "Usable metadata, review docs",
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"reason": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"best_for": [
"design-creative",
"agent-skill"
],
"known_risks": [
"The skill claims 'no server or dependencies required' but the provided template loads Chart.js from a CDN, which is an external dependency and requires internet connectivity for first load.",
"This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.",
"Quality score needs review"
]
},
"agent_proven": {
"version": "agent-proven-v1",
"score": 0,
"tier": "unproven",
"label": "Needs first agent run",
"summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
"metrics": {
"totalOutcomes": 0,
"successfulOutcomes": 0,
"failedOutcomes": 0,
"installAttempts": 0,
"installSuccessRate": null,
"successRate": null,
"recentSuccessRate": null,
"recentFailureRate": null,
"riskBlocked": 0,
"setupRequired": 0,
"notRelevant": 0,
"avgOutputQuality": null,
"avgTimeToUsefulMs": null,
"productionOutcomes": 0,
"humanReviewRequired": 0,
"uniqueAgents": 0,
"lastOutcomeAt": null
},
"signals": [],
"penalties": [
"No real agent outcome evidence yet"
]
},
"audit": {
"score": 81,
"risk_level": "risky",
"risk_label": "Risky",
"warnings": [
"Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required",
"The skill claims 'no server or dependencies required' but the provided template loads Chart.js from a CDN, which is an external dependency and requires internet connectivity for first load.",
"The term 'stolen' in the metadata and documentation is informal and could be perceived as unprofessional, though it does include proper attribution.",
"This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.",
"Quality score needs review"
]
},
"safety_gate": {
"tier": "blocked",
"label": "Blocked for auto-install",
"auto_install_policy": "block",
"auto_install_allowed": false,
"human_review_required": true,
"blocked": true,
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"quality": {
"score": 75,
"label": "Strong"
},
"supply": {
"track": "Design and creative production",
"scenario": "Design and creative",
"maintenance": "3d since push",
"risk": "Risky"
},
"alternative_skills": [
{
"slug": "appsmithorg-appsmith",
"name": "Appsmith",
"url": "https://www.openagentskill.com/skills/appsmithorg-appsmith",
"stars": 40861,
"install_command": "",
"trust_score": 92,
"audit_score": 94
}
],
"do_not_use_when": [
"teams that need a vendor-supported SLA",
"production agents without a repository review",
"The skill claims 'no server or dependencies required' but the provided template loads Chart.js from a CDN, which is an external dependency and requires internet connectivity for first load.",
"Audit risk risky exceeds max_risk=medium",
"Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required",
"The term 'stolen' in the metadata and documentation is informal and could be perceived as unprofessional, though it does include proper attribution.",
"This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.",
"Quality score needs review"
],
"agent_contract": {
"task_input": "Use dashboard-builder in an agent workflow",
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
"install_policy": "block",
"minimum_review_before_use": [
"Trust: 74/100 Strong shortlist",
"Audit: 81/100 Risky",
"Safety: 57/100 Avoid automatic install",
"Review repository, license, install command, and permission surface before production use."
],
"expected_agent_output": {
"selected_skill": "winstonkoh87-dashboard-builder (dashboard-builder)",
"install_command": "npx skills add winstonkoh87/Athena-Public --skill dashboard-builder",
"risk_summary": "Risky; Blocked for auto-install; Review before production",
"verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
}
},
"outcome_feedback": {
"endpoint": "https://www.openagentskill.com/api/agent/outcome",
"method": "POST",
"requires_resolve_event_id": true,
"event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
"expected_outcomes": [
"success",
"failed",
"not_relevant",
"blocked_by_risk",
"setup_required"
],
"payload_template": {
"event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
"skill_slug": "winstonkoh87-dashboard-builder",
"task": "Use dashboard-builder in an agent workflow",
"agent": "codex",
"outcome": "success",
"install_used": true,
"risk_blocked": false,
"setup_required": false,
"task_success": true,
"output_quality": 4,
"error_type": null,
"human_review_required": false,
"workspace": "sandbox",
"time_to_useful_ms": 120000,
"notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
}
},
"endpoints": {
"web": "https://www.openagentskill.com/skills/winstonkoh87-dashboard-builder",
"api": "https://www.openagentskill.com/api/agent/skills/winstonkoh87-dashboard-builder",
"audit": "https://www.openagentskill.com/skills/winstonkoh87-dashboard-builder/audit",
"eval": "https://www.openagentskill.com/api/agent/evals?slug=winstonkoh87-dashboard-builder&task=Use%20dashboard-builder%20in%20an%20agent%20workflow&max_risk=medium",
"resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20dashboard-builder%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
"receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20dashboard-builder%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
"install": "https://www.openagentskill.com/api/skills/winstonkoh87-dashboard-builder/install",
"manifest": "https://www.openagentskill.com/api/registry/manifest/winstonkoh87-dashboard-builder"
}
}For the creator
Listing source
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- Creator
- winstonkoh87
- Indexed by
- OpenAgentSkill community index
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