Datus-ai

Datus-ai/Datus-agent

Instructions file

Claude Code instructions for Datus-ai/Datus-agent, covering datus-agent project instructions, build & run, coding conventions, cli ui and async tests.

Datus-ai/Datus-agent

Skill Claude CodeCodex

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

Datus-ai/Datus-agent

Skill Claude CodeCodex

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 CodeCodex

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 CodeCodex

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 CodeCodex

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 CodeCodex

Dosi native OSI dataset, relationship, metric, and structured-window authoring contract.

Datus-ai/Datus-agent

Skill Claude CodeCodex

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 CodeCodex

Generate MetricFlow metrics from natural language business descriptions.

Datus-ai/Datus-agent

Skill Claude CodeCodex

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

Datus-ai/Datus-agent

Skill Claude CodeCodex

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

Datus-ai/Datus-agent

Skill Claude CodeCodex

Lightweight project initialization — optionally scoped to specific files / tables / datasources / domains. Infer the project goal and in-scope datasources, scan the in-scope file tree and database metadata (db/table/desc/sample), classify into business domains, then write an AGENTS.md inventory skeleton plus the cheap…

Datus-ai/Datus-agent

Skill Claude CodeCodex

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 CodeCodex

MetricFlow semantic model authoring specification — YAML structure, field classification, validation, and Knowledge Base publishing.

Datus-ai/Datus-agent

Skill Claude CodeCodex

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 CodeCodex

OSI core schema metric authoring specification — metric expression shape, Datus extension hints, window/period-over-period semantics, and skip gates.

Datus-ai/Datus-agent

Skill Claude CodeCodex

OSI core schema semantic model authoring specification — field roles, structural keys, Datus extension hints, relationships, and validation.

Datus-ai/Datus-agent

Skill Claude CodeCodex

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 CodeCodex

Optional semantic-model profiling workflow that mines historical SQL and bounded column distributions before YAML authoring.

Datus-ai/Datus-agent

Skill Claude CodeCodex

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 CodeCodex

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 CodeCodex

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