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Use when creating dashboards, BI reports, KPI charts, or visualization la...\n\nTags: latest:1.1.0\n\nVersion history:\n\nv1.1.0 | 2026-04-26T03:03:00.468Z | user\n\nUpgrade\n\nv1.0.0 | 2026-04-25T03:21:17.765Z | user\n\nInitial release: BI dashboard plans, SQL templates, chart specs, and Superset JSON export\n\nArchive index:\n\nArchive v1.1.0: 4 files, 6196 bytes\n\nFiles: scripts/script.sh (10954b), skill-card.md (1917b), SKILL.md (3160b), _meta.json (150b)\n\nFile v1.1.0:SKILL.md\n\n---\nname: \"BytesAgain BI Dashboard Builder\"\ndescription: \"Build BI dashboard specs, chart plans, SQL queries, and Apache Superset chart JSON. Use when creating dashboards, BI reports, KPI charts, or visualization layouts.\"\nversion: \"1.1.0\"\nauthor: \"BytesAgain\"\nhomepage: \"https://bytesagain.com\"\nsource: \"https://github.com/bytesagain/ai-skills\"\ntags: [\"bi\", \"dashboard\", \"chart\", \"data\", \"sql\", \"superset\", \"visualization\"]\ncategory: \"data\"\n---\n\n# BytesAgain BI Dashboard Builder\n\nBuild 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.\n\n## Commands\n\n### generate\nCreate a dashboard plan with KPIs, charts, filters, and layout.\n```bash\nbash scripts/script.sh generate --goal \"sales dashboard\" --metrics \"revenue,orders,aov\" --dimensions \"date,region,channel\"\n```\n\n### chart\nCreate a single chart spec for bar, line, pie, table, metric, or time-series visualization.\n```bash\nbash scripts/script.sh chart --type line --metric revenue --dimension date --title \"Revenue Trend\"\n```\n\n### sql\nGenerate SQL templates for chart datasets and KPI cards.\n```bash\nbash scripts/script.sh sql --table orders --metrics \"revenue,orders\" --dimensions \"date,region\"\n```\n\n### superset\nExport Apache Superset chart JSON snippets from a chart spec.\n```bash\nbash scripts/script.sh superset --type bar --metric revenue --dimension region --datasource \"orders\"\n```\n\n\n### kpi\nCreate KPI formulas, target hints, and owner notes for a BI dashboard.\n```bash\nbash scripts/script.sh kpi --metrics \"revenue,orders,aov,conversion_rate\" --dimensions \"date,channel\"\n```\n\n### dataset\nCreate a dataset contract with columns, grain, freshness, and quality checks.\n```bash\nbash scripts/script.sh dataset --table orders --metrics \"revenue,orders\" --dimensions \"date,channel,region\"\n```\n\n### qa\nAudit a dashboard plan for business clarity, chart fit, and missing data definitions.\n```bash\nbash scripts/script.sh qa --goal \"ecommerce growth dashboard\" --metrics \"revenue,orders,aov\" --dimensions \"date,channel\"\n```\n\n### validate\nCheck a dashboard spec for missing metrics, dimensions, filters, and chart titles.\n```bash\nbash scripts/script.sh validate dashboard.json\n```\n\n### demo\nPrint a demo e-commerce BI dashboard with SQL and chart JSON.\n```bash\nbash scripts/script.sh demo\n```\n\n## Input Formats\n\n- Natural language goal: `--goal \"growth dashboard\"`\n- Metric list: `--metrics \"revenue,orders,conversion_rate\"`\n- Dimension list: `--dimensions \"date,region,channel\"`\n- JSON spec file for validation\n\n## Output\n\n- Markdown dashboard plan\n- SQL query templates\n- JSON chart specs\n- Apache Superset chart JSON snippets\n\n## Setup\n\n| Variable | Required | Description |\n|----------|----------|-------------|\n| None | No | Runs with bash and standard Unix tools only |\n\n## Notes\n\nUse generic names for slugs and assets. Apache Superset output is supported as an export format, but this skill is a general BI dashboard builder.\n\n## Feedback\n\nhttps://bytesagain.com/feedback/\n\nPowered by BytesAgain | bytesagain.com\n\nFile v1.1.0:_meta.json\n\n{\n  \"ownerId\": \"kn76vqrf94wk924mddj8fp4p5x8497tb\",\n  \"slug\": \"bytesagain-bi-dashboard-builder\",\n  \"version\": \"1.1.0\",\n  \"publishedAt\": 1777172580468\n}\n\nFile v1.1.0:skill-card.md\n\n## Description:\n\nBuild BI dashboard specs, chart plans, SQL queries, and Apache Superset chart JSON.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[bytesagain-lab](https://clawhub.ai/user/bytesagain-lab)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers, 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.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Generated SQL templates or Superset JSON may be incorrect for a specific schema, database dialect, or BI environment.\n\nMitigation: Review and adapt generated queries and chart JSON before execution or import.\n\nRisk: Untrusted table names, metric names, dimensions, or chart types could produce unsafe or misleading draft output in automation.\n\nMitigation: Use trusted inputs, validate names against an allowlist, and keep generated artifacts in a review step before operational use.\n\n## Reference(s):\n\n- [BytesAgain homepage](https://bytesagain.com)\n- [ClawHub skill page](https://clawhub.ai/bytesagain-lab/skills/bytesagain-bi-dashboard-builder)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown, SQL, and JSON snippets]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Outputs are local dashboard drafts and should be reviewed before database execution or BI import.]\n\n## Skill Version(s):\n\n1.1.0 (source: server release and frontmatter)\n\n## Ethical Considerations:\n\nUsers 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.\n\nArchive v1.0.0: 3 files, 4174 bytes\n\nFiles: scripts/script.sh (8269b), SKILL.md (2487b), _meta.json (150b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: \"BytesAgain BI Dashboard Builder\"\ndescription: \"Build BI dashboard specs, chart plans, SQL queries, and Apache Superset chart JSON. Use when creating dashboards, BI reports, KPI charts, or visualization layouts.\"\nversion: \"1.0.0\"\nauthor: \"BytesAgain\"\nhomepage: \"https://bytesagain.com\"\nsource: \"https://github.com/bytesagain/ai-skills\"\ntags: [\"bi\", \"dashboard\", \"chart\", \"data\", \"sql\", \"superset\", \"visualization\"]\ncategory: \"data\"\n---\n\n# BytesAgain BI Dashboard Builder\n\nBuild BI dashboard specs from natural language, CSV headers, JSON metrics, or KPI lists. Outputs dashboard plans, SQL query templates, chart definitions, and Apache Superset-compatible chart JSON snippets.\n\n## Commands\n\n### generate\nCreate a dashboard plan with KPIs, charts, filters, and layout.\n```bash\nbash scripts/script.sh generate --goal \"sales dashboard\" --metrics \"revenue,orders,aov\" --dimensions \"date,region,channel\"\n```\n\n### chart\nCreate a single chart spec for bar, line, pie, table, metric, or time-series visualization.\n```bash\nbash scripts/script.sh chart --type line --metric revenue --dimension date --title \"Revenue Trend\"\n```\n\n### sql\nGenerate SQL templates for chart datasets and KPI cards.\n```bash\nbash scripts/script.sh sql --table orders --metrics \"revenue,orders\" --dimensions \"date,region\"\n```\n\n### superset\nExport Apache Superset chart JSON snippets from a chart spec.\n```bash\nbash scripts/script.sh superset --type bar --metric revenue --dimension region --datasource \"orders\"\n```\n\n### validate\nCheck a dashboard spec for missing metrics, dimensions, filters, and chart titles.\n```bash\nbash scripts/script.sh validate dashboard.json\n```\n\n### demo\nPrint a demo e-commerce BI dashboard with SQL and chart JSON.\n```bash\nbash scripts/script.sh demo\n```\n\n## Input Formats\n\n- Natural language goal: `--goal \"growth dashboard\"`\n- Metric list: `--metrics \"revenue,orders,conversion_rate\"`\n- Dimension list: `--dimensions \"date,region,channel\"`\n- JSON spec file for validation\n\n## Output\n\n- Markdown dashboard plan\n- SQL query templates\n- JSON chart specs\n- Apache Superset chart JSON snippets\n\n## Setup\n\n| Variable | Required | Description |\n|----------|----------|-------------|\n| None | No | Runs with bash and standard Unix tools only |\n\n## Notes\n\nUse generic names for slugs and assets. Apache Superset output is supported as an export format, but this skill is a general BI dashboard builder.\n\n## Feedback\n\nhttps://bytesagain.com/feedback/\n\nPowered by BytesAgain | bytesagain.com\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn76vqrf94wk924mddj8fp4p5x8497tb\",\n  \"slug\": \"bytesagain-bi-dashboard-builder\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1777087277765\n}","readmeExcerpt":"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... 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Use when creating dashboards, BI reports, KPI charts, or visualization layouts.\"\nversion: \"1.1.0\"\nauthor: \"BytesAgain\"\nhomepage: \"https://bytesagain.com\"\nsource: \"https://github.com/bytesagain/ai-skills\"\ntags: [\"bi\", \"dashboard\", \"chart\", \"data\", \"sql\", \"superset\", \"visualization\"]\ncategory: \"data\"\n---\n\n# BytesAgain BI Dashboard Builder\n\nBuild 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.\n\n## Commands\n\n### generate\nCreate a dashboard plan with KPIs, charts, filters, and layout.\n```bash\nbash scripts/script.sh generate --goal \"sales dashboard\" --metrics \"revenue,orders,aov\" --dimensions \"date,region,channel\"\n```\n\n### chart\nCreate a single chart spec for bar, line, pie, table, metric, or time-series visualization.\n```bash\nbash scripts/script.sh chart --type line --metric revenue --dimension date --title \"Revenue Trend\"\n```\n\n### sql\nGenerate SQL templates for chart datasets and KPI cards.\n```bash\nbash scripts/script.sh sql --table orders --metrics \"revenue,orders\" --dimensions \"date,region\"\n```\n\n### superset\nExport Apache Superset chart JSON snippets from a chart spec.\n```bash\nbash scripts/script.sh superset --type bar --metric revenue --dimension region --datasource \"orders\"\n```\n\n\n### kpi\nCreate KPI formulas, target hints, and owner notes for a BI dashboard.\n```bash\nbash scripts/script.sh kpi --metrics \"revenue,orders,aov,conversion_rate\" --dimensions \"date,channel\"\n```\n\n### dataset\nCreate a dataset contract with columns, grain, freshness, and quality checks.\n```bash\nbash scripts/script.sh dataset --table orders --metrics \"revenue,orders\" --dimensions \"date,channel,region\"\n```\n\n### qa\nAudit a dashboard plan for business clarity, chart fit, and missing data definitions.\n```bash\nbash scripts/script.sh qa --goal \"ecommerce growth dashboard\" --metrics \"revenue,orders,aov\" --dimensions \"date,channel\"\n```\n\n### validate\nCheck a dashboard spec for missing metrics, dimensions, filters, and chart titles.\n```bash\nbash scripts/script.sh validate dashboard.json\n```\n\n### demo\nPrint a demo e-commerce BI dashboard with SQL and chart JSON.\n```bash\nbash scripts/script.sh demo\n```\n\n## Input Formats\n\n- Natural language goal: `--goal \"growth dashboard\"`\n- Metric list: `--metrics \"revenue,orders,conversion_rate\"`\n- Dimension list: `--dimensions \"date,region,channel\"`\n- JSON spec file for validation\n\n## Output\n\n- Markdown dashboard plan\n- SQL query templates\n- JSON chart specs\n- Apache Superset chart JSON snippets\n\n## Setup\n\n| Variable | Required | Description |\n|----------|----------|-------------|\n| None | No | Runs with bash and standard Unix tools only |\n\n## Notes\n\nUse generic names for slugs and assets. 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