Datus-ai/Datus-agent

gen-table

Create database tables from SQL (CTAS) or natural language descriptions

Quellsprache: Englisch

gen-datasource

Generate a realistic synthetic data warehouse (single DuckDB database) from a business description and a row budget, then load it into the active datasource. The output is meant to be queried - by an AI agent answering data questions, by a business report, or…

Quellsprache: Englisch

init

Lightweight initialization of a project's core scope, optionally limited to files, tables or domains. Reads SQL and persisted lineage, human docs and live schema without querying table data. Writes confirmed knowledge to AGENTS.md and knowledge/*.md;…

Quellsprache: Englisch

dashboard-bootstrap

Bootstrap reference SQL, semantic models and metrics from BI dashboards, and rebuild selected dashboards as Datus visual dashboards through installed plugins. Use for dashboard context initialization, import, migration or reconstruction, including requests to…

Quellsprache: Englisch

superset-dashboard

Create, view, and manage Superset dashboards with charts and datasets

Quellsprache: Englisch

dosi-semantic-authoring

Dosi native OSI dataset, relationship, and metric authoring guidance

Quellsprache: Englisch

create-skill

Datus skill file format and packaging reference. Consult when creating or revising a skill requires optional frontmatter fields, directory layout, or agent.yml integration details.

Quellsprache: Englisch

storage-classify

Decide where a produced artifact must be persisted before writing it, then route semantic_models and metrics through semantic_modeling, reference_sql through gen_sql_summary, knowledge through extract-knowledge (lite), memory through add_memory, skills…

Quellsprache: Englisch

create-subagent

Create or update custom Datus subagents by editing the loaded agent.yml. Use when a workflow needs persistent agentic_nodes scoped to already-built tables, metrics, or reference SQL.

Quellsprache: Englisch

build-kb

Build the project's vector-indexed knowledge base from files plus database metadata — optionally scoped to specific files / tables / datasources / domains. Scan the in-scope material, classify it into business domains, explore each domain's tables and docs in…

Quellsprache: Englisch

extract-knowledge

Mine shortest atomic facts from (question + gold_sql) pairs into ./knowledge/*.md; either by simulating SQL drafting (lite) or by driving the gen_sql subagent in blind iteration (deep)

Quellsprache: Englisch

memory-organization

Audit and reorganize every persistent store — semantic_models, metrics, reference_sql, knowledge, memory, AGENTS.md, skills — verifying each item sits in the correct store per storage-classify, and surfacing duplicates, misclassifications, conflicts, and…

Quellsprache: Englisch

session-summarize

Review the current chat session and persist its valuable takeaways — business facts/rules, validated SQL, metric/model definitions, durable preferences, project conventions, reusable workflows — by classifying each via storage-classify and routing it to the…

Quellsprache: Englisch

data-migration

Activate when the gen_job agent detects that the source and target databases differ. Covers cross-database transfer lifecycle - type mapping via adapter Mixin hints, DDL generation, data transfer via transfer_query_result, and lightweight reconciliation.

Quellsprache: Englisch

table-validation

Validate the column contract of a newly written table — column set, types, and nullability match expectations. Object existence and row counts are handled by the builtin layer and are out of scope. Data-content assertions belong to project-level validator…

Quellsprache: Englisch

transfer-reconciliation

Lightweight post-transfer reconciliation example — verify tool-reported row count parity and run a small target-side sanity check without re-scanning the source.

Quellsprache: Englisch

data-profiler

Profile data quality and distributions

Quellsprache: Englisch

report-generator

Generate formatted data reports from SQL query results

Quellsprache: Englisch

airflow-workflow

Execution guide for Airflow scheduled jobs — troubleshooting, updating, conn_id conventions, and cron references

Quellsprache: Englisch

scheduler-validation

Scheduler validator driven by ValidationHook — read-only static verification of scheduled jobs (schedule correctness, configuration, runtime context already collected by deterministic hook). Does not trigger test runs.

Quellsprache: Englisch

grafana-dashboard

Create, view, and manage Grafana dashboards with panels and datasources

Quellsprache: Englisch

bi-validation

BI validator driven by ValidationHook — inspects every dashboard, chart, and dataset delivered in the run, verifies config quality (chart type, metrics, dimensions, dataset wiring) and data presence via get_chart_data when supported

Quellsprache: Englisch

admin-tools

Administrative database tools (restricted access)

Quellsprache: Englisch

sql-analysis

Guided workflow for SQL data analysis using db_tools

Quellsprache: Englisch

sql-optimization

SQL query optimization techniques and best practices

Quellsprache: Englisch