What is dagster-asset-checks-to-orchestra?

Dagster projelerindeki veri kalite kontrollerini Orchestra test işlerine dönüştürmek için kullanılan bir eşleştirme rehberidir. Veri kalite kontrolü, verilerin beklenen koşulları karşılayıp karşılamadığını sınar.

Dagster asset check işlevlerini, dbt testlerini ve benzeri beklenti kontrollerini; eşleşen kayıt sayısını döndüren SQL testlerine çevirmek için kullanılır.

Dagster denetimlerinin Orchestra içinde hangi SQL sorgusu, veri deposu ve hata uyarı sınırlarıyla kurulacağını belirleme sorununu azaltır.

dagster-asset-checks-to-orchestra — Skill by orchestra-hq

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add orchestra-hq/orchestra-skills --skill dagster-asset-checks-to-orchestra

Clone the repo

git clone --depth 1 https://github.com/orchestra-hq/orchestra-skills

Made for: Claude Code.

Or install migrate-to-orchestra, the plugin that ships this one along with the rest of its 52 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/dagster-asset-checks-to-orchestra/github.svg)](https://agentmods.dev/skills/orchestra-hq/orchestra-skills/dagster-asset-checks-to-orchestra)

Your own site

<a href="https://agentmods.dev/skills/orchestra-hq/orchestra-skills/dagster-asset-checks-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/dagster-asset-checks-to-orchestra/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/orchestra-hq/orchestra-skills/dagster-asset-checks-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/dagster-asset-checks-to-orchestra.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 109 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,159 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00109	$0.02159
Opus 5.5	$0.00044	$0.00864
Sonnet 5.5	$0.00022	$0.00432
Haiku 4.5	$0.00011	$0.00216

Measured 2mo ago against content hash 7ecc3167b6f2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dagster-asset-checks-to-orchestra scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/migrate-to-orchestra/skills/dagster-asset-checks-to-orchestra/SKILL.md · 257 lines

How it starts

The opening of the file, as written. The whole thing — 257 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Dagster Asset Checks -> Orchestra Test Jobs

Overview

Dagster data quality is expressed via @asset_check functions that return AssetCheckResult(passed=..., severity=...), built-in checks like build_metadata_bounds_checks, dbt tests surfaced through dagster-dbt, and ExpectationResult. Orchestra has native test job types for SQL-based checks across all major warehouses, with configurable error and warning thresholds.

Test Job Pattern

parameters:
  statement: "SELECT COUNT(*) FROM orders WHERE amount < 0"
  error_threshold_expression: "> 0"    # FAIL if any negative amounts
  warn_threshold_expression: "> 0"     # WARN at same threshold (or looser)

The statement must return a single numeric value. The result is compared against the threshold expressions. Both default to "> 0" — fail if any rows match.

Available Test Integration Jobs

Integration	`integration_job`	Warehouse
`SNOWFLAKE`	`SNOWFLAKE_RUN_TEST`	Snowflake
`GCP_BIG_QUERY`	`GCP_BQ_RUN_TEST`	BigQuery
`POSTGRES`	`POSTGRES_RUN_TEST`	PostgreSQL
`DATABRICKS`	`DATABRICKS_RUN_TEST`	Databricks SQL
`FABRIC_SYNAPSE`	`FABRIC_SYNAPSE_RUN_DQ_TEST`	Microsoft Fabric
`SNOWFLAKE`	`SNOWFLAKE_SCHEMA_VALIDATION`	Column type/constraint checks
`SNOWFLAKE`	`SNOWFLAKE_ANOMALY_DETECTION`	ML-based anomaly detection
`DBT_CORE`	`DBT_CORE_EXECUTE` with `dbt test;`	dbt test framework

Dagster Pattern Mapping

`@asset_check` returning `AssetCheckResult` -> `*_RUN_TEST`

A Dagster check passes when passed=True. Orchestra's test fails when the SQL result matches the threshold — so invert the logic.

# Dagster
@asset_check(asset=orders)
def no_null_order_ids(snowflake: SnowflakeResource):
    with snowflake.get_connection() as conn:
        nulls = conn.cursor().execute(
            "SELECT COUNT(*) FROM orders WHERE order_id IS NULL").fetchone()[0]
    return AssetCheckResult(passed=nulls == 0, metadata={"null_count": nulls})

Read the full file on GitHub · 257 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 257 lines · 109 tokens per session scan A 7ecc3167b6f2

Subscribe to this mod's changes

dagster-asset-checks-to-orchestra is a skill published in the GitHub repository orchestra-hq/orchestra-skills (9 stars, last pushed yesterday), licensed MIT. It adds 109 tokens to every session and 2,159 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Data and AI Testing

dagster-asset-checks-to-orchestra next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
dagster-asset-checks-to-orchestraorchestra-hq/orchestra-skills	Skill	9	yesterday	MIT	A	109	Claude Code
agent-platform-model-registrygoogle/skills	Skill	22k	yesterday	Apache-2.0	A	60	Claude Code, Codex
foundry-config-setupmicrosoft/agent-framework	Skill	15k	yesterday	MIT	A	65	Claude Code, Codex
google-cloud-solution-agentic-analytics-spark-knowledge-cataloggoogle/skills	Skill	22k	yesterday	Apache-2.0	A	132	Claude Code, Codex
training-checkwanshuiyin/Auto-claude-code-research-in-sleep	Skill	19k	3d ago	MIT	A	35	Claude Code
nemo-automodel-launcher-configNVIDIA/skills	Skill	3.9k	yesterday	Apache-2.0	A	30	Claude Code
finetuningmicrosoft/skills	Skill	3.2k	yesterday	MIT	A	132	Claude Code