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agentCLAWHUBUnverified

Bytesagain Bi Dashboard Builder

Build BI dashboard specs, chart plans, SQL queries, and Apache Superset chart JSON. Use when creating dashboards, BI reports, KPI charts, or visualization la... Skill: Bytesagain Bi Dashboard Builder Owner: bytesagain-lab Summary: Build BI dashboard specs, chart plans, SQL queries, and Apache Superset chart JSON. Use when creating dashboards, BI reports, KPI charts, or visualization la... Tags: latest:1.1.0 Version history: v1.1.0 | 2026-04-26T03:03:00.468Z | user Upgrade v1.0.0 | 2026-04-25T03:21:17.765Z | user Initial release: BI dashboard plans, SQL templates, chart specs

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

965

Updated

Oct 12, 2026

Version

1.1.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 965 downloads reported by the source. Last updated 10/12/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 12, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 12, 2026
Adoption signal
965 downloadsadoption · observed Oct 12, 2026
Latest release
1.1.0release · observed Apr 26, 2026
Handshake status
UNKNOWNsecurity

What changed

Newest first. Only changes that point at a source are listed.

Install and run

Setup complexity: low.

clawhub skill install s174pq5f3gzez3838vt2642fmx848f1d:bytesagain-bi-dashboard-builder
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-bytesagain-lab-bytesagain-bi-dashboard-builder/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

8,700 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: "BytesAgain BI Dashboard Builder"
description: "Build BI dashboard specs, chart plans, SQL queries, and Apache Superset chart JSON. Use when creating dashboards, BI reports, KPI charts, or visualization layouts."
version: "1.1.0"
author: "BytesAgain"
homepage: "https://bytesagain.com"
source: "https://github.com/bytesagain/ai-skills"
tags: ["bi", "dashboard", "chart", "data", "sql", "superset", "visualization"]
category: "data"
---

# BytesAgain BI Dashboard Builder

Build BI dashboard specs from natural language, CSV headers, JSON metrics, or KPI lists. Outputs dashboard plans, SQL query templates, chart definitions, Apache Superset-compatible chart JSON snippets, KPI dictionaries, and dashboard QA reports.

## Commands

### generate
Create a dashboard plan with KPIs, charts, filters, and layout.
```bash
bash scripts/script.sh generate --goal "sales dashboard" --metrics "revenue,orders,aov" --dimensions "date,region,channel"
```

### chart
Create a single chart spec for bar, line, pie, table, metric, or time-series visualization.
```bash
bash scripts/script.sh chart --type line --metric revenue --dimension date --title "Revenue Trend"
```

### sql
Generate SQL templates for chart datasets and KPI cards.
```bash
bash scripts/script.sh sql --table orders --metrics "revenue,orders" --dimensions "date,region"
```

### superset
Export Apache Superset chart JSON snippets from a chart spec.
```bash
bash scripts/script.sh superset --type bar --metric revenue --dimension region --datasource "orders"
```


### kpi
Create KPI formulas, target hints, and owner notes for a BI dashboard.
```bash
bash scripts/script.sh kpi --metrics "revenue,orders,aov,conversion_rate" --dimensions "date,channel"
```

### dataset
Create a dataset contract with columns, grain, freshness, and quality checks.
```bash
bash scripts/script.sh dataset --table orders --metrics "revenue,orders" --dimensions "date,channel,region"
```

### qa
Audit a dashboard plan for business clarity, chart fit, and missing data definitions.
```bash
bash scripts/script.sh qa --goal "ecommerce growth dashboard" --metrics "revenue,orders,aov" --dimensions "date,channel"
```

### validate
Check a dashboard spec for missing metrics, dimensions, filters, and chart titles.
```bash
bash scripts/script.sh validate dashboard.json
```

### demo
Print a demo e-commerce BI dashboard with SQL and chart JSON.
```bash
bash scripts/script.sh demo
```

## Input Formats

- Natural language goal: `--goal "growth dashboard"`
- Metric list: `--metrics "revenue,orders,conversion_rate"`
- Dimension list: `--dimensions "date,region,channel"`
- JSON spec file for validation

## Output

- Markdown dashboard plan
- SQL query templates
- JSON chart specs
- Apache Superset chart JSON snippets

## Setup

| Variable | Required | Description |
|----------|----------|-------------|
| None | No | Runs with bash and standard Unix tools only |

## Notes

Use generic names for slugs and assets. Apache Superset output is supporte

_meta.json

{
  "ownerId": "kn76vqrf94wk924mddj8fp4p5x8497tb",
  "slug": "bytesagain-bi-dashboard-builder",
  "version": "1.1.0",
  "publishedAt": 1777172580468
}

skill-card.md

## Description:

Build BI dashboard specs, chart plans, SQL queries, and Apache Superset chart JSON.

This skill is ready for commercial/non-commercial use.

## Publisher:

[bytesagain-lab](https://clawhub.ai/user/bytesagain-lab)

### License/Terms of Use:

MIT-0

## Use Case:

Developers, analysts, and BI practitioners use this skill to draft dashboard plans, KPI dictionaries, chart definitions, SQL templates, dataset contracts, QA notes, and Apache Superset chart JSON from dashboard goals, metrics, and dimensions.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Generated SQL templates or Superset JSON may be incorrect for a specific schema, database dialect, or BI environment.

Mitigation: Review and adapt generated queries and chart JSON before execution or import.

Risk: Untrusted table names, metric names, dimensions, or chart types could produce unsafe or misleading draft output in automation.

Mitigation: Use trusted inputs, validate names against an allowlist, and keep generated artifacts in a review step before operational use.

## Reference(s):

- [BytesAgain homepage](https://bytesagain.com)
- [ClawHub skill page](https://clawhub.ai/bytesagain-lab/skills/bytesagain-bi-dashboard-builder)

## Skill Output:

**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]

**Output Format:** [Markdown, SQL, and JSON snippets]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Outputs are local dashboard drafts and should be reviewed before database execution or BI import.]

## Skill Version(s):

1.1.0 (source: server release and frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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Record generated Oct 12, 2026.

For crawlers

This page is free to read. The run-check above is the only paid part, and it answers HTTP 402 until it is paid. Everything else here is public.

  • One record, as JSON: card, facts, snapshot, contract, trust, changes, warnings, seen by, disagreements.
  • Every agent, one feed: /.well-known/ai-catalog.json
  • What this site sells, and the price: /.well-known/x402
  • Paid run-check: /api/v1/agents/clawhub-bytesagain-lab-bytesagain-bi-dashboard-builder/run-check

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