Datus-ai

Datus-ai/Datus-agent

Skill Claude Code

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

Datus-ai/Datus-agent

Skill Claude Code

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 getchartdata when supported.

Datus-ai/Datus-agent

Skill Claude Code

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 parallel with explore subagents (the validated-query SQL…

Datus-ai/Datus-agent

Skill Claude Code

Create new Datus skills from scratch. Use when users want to build a new skill, scaffold a skill directory, or capture a workflow as a reusable skill. Trigger phrases include "create a skill", "make a skill for", "turn this into a skill", "new skill".

Datus-ai/Datus-agent

Skill Claude CodeCodex

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

Datus-ai/Datus-agent

Skill Claude CodeCodex

Bootstrap project reference SQL and metrics from a BI dashboard through an installed plugin. Use when the user asks to initialize, import, extract, or build context, reference SQL, semantic models, or metrics from a dashboard or requests dashboard bootstrap.

Datus-ai/Datus-agent

Skill Claude Code

Activate when the genjob 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 transferqueryresult, and lightweight reconciliation.

Datus-ai/Datus-agent

Skill Claude Code

Dosi native OSI dataset, relationship, and metric authoring guidance.

Datus-ai/Datus-agent

Skill Claude Code

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

Datus-ai/Datus-agent

Skill Claude Code

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

Datus-ai/Datus-agent

Skill Claude Code

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

Datus-ai/Datus-agent

Skill Claude Code

Lightweight project initialization — optionally scoped to specific files / tables / datasources / domains. Reads the project's SQL (through the persisted table lineage graph, upsertlineage / querylineage), human-written docs and the database schema without querying table data, then writes an AGENTS.md project map and…

Datus-ai/Datus-agent

Skill Claude Code

Audit and reorganize every persistent store — semanticmodels, metrics, referencesql, knowledge, memory, AGENTS.md, skills — verifying each item sits in the correct store per storage-classify, and surfacing duplicates, misclassifications, conflicts, and stale/erroneous entries. Produce a Remediation Plan, STOP for…

Datus-ai/Datus-agent

Skill Claude Code

Optimize and improve existing Datus skills. Use when users want to edit a skill, improve its instructions, optimize its description for better triggering, or analyze skill performance based on usage sessions. Trigger phrases include "optimize skill", "improve skill", "edit skill", "fix skill", "skill not triggering".

Datus-ai/Datus-agent

Skill Claude Code

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.

Datus-ai/Datus-agent

Skill Claude Code

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 right store. Present a Summary Manifest and STOP for…

Datus-ai/Datus-agent

Skill Claude Code

Decide where a produced artifact must be persisted before writing it, then route semanticmodels and metrics through semanticmodeling, referencesql through gensqlsummary, knowledge through extract-knowledge (lite), memory through addmemory, skills through create-skill, and AGENTS.md edits directly. Load before…

Datus-ai/Datus-agent

Skill Claude Code

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

Datus-ai/Datus-agent

Skill Claude Code

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 skills.

Datus-ai/Datus-agent

Skill Claude Code

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

Datus-ai/Datus-agent

Skill Claude Code

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 by a dashboard - so it carries trend/seasonality/promotion…