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airbyte-cloud-airflow-to-orchestra

Use this skill when the user wants to convert an Airflow task that uses AirbyteTriggerSyncOperator or AirbyteSensor (apache-airflow-providers-airbyte) into an equivalent Orchestra pipeline task targeting Airbyte Cloud. Triggers: any mention of migrating, converting, or rewriting Airflow Airbyte tasks to Orchestra; any Airflow DAG code containing AirbyteTriggerSyncOperator or AirbyteSensor pointed at Airbyte Cloud.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

82%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A concise, highly actionable conversion skill with concrete YAML, a parameter map, and a clear before/after. The main gaps are a duplicated YAML example and the absence of an explicit validation/verification checkpoint in the workflow.

Suggestions

Consolidate the 'Orchestra YAML Structure' and 'Before/After Example' YAML blocks to remove the duplicated after-template and reduce tokens.

Add an explicit validation checkpoint to the Conversion Steps (e.g., 'Validate the resulting YAML parses and confirm the connection_id resolves in Orchestra before wiring depends_on').

Consider moving the 'Adding Alerts to Airbyte Tasks' section into a separate reference file, keeping SKILL.md as a focused overview with a one-level pointer.

DimensionReasoningScore

Conciseness

Assumes Claude's knowledge of Airflow/Airbyte and uses lean tables and numbered steps, but the Before/After YAML block partly duplicates the standalone Orchestra YAML Structure example.

4 / 5

Actionability

Provides copy-paste-ready YAML with a realistic UUID, a full parameter-mapping table, and concrete numbered conversion steps that cover the common case end to end.

5 / 5

Workflow Clarity

Six clearly sequenced steps with a checkpoint in step 2 (confirm the Orchestra connection exists), but no explicit validate-then-retry feedback loop or final 'verify the pipeline runs' checkpoint.

4 / 5

Progressive Disclosure

Well-organized single-file skill with clearly signaled one-level references (external doc URLs and a pointer to the sibling slack-airflow-to-orchestra skill), though the Alerts subsection could arguably live in its own reference file.

4 / 5

Total

17

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, well-scoped description that clearly conveys both capability and trigger conditions with concrete operator names. The only minor gap is that it frames a single conversion action rather than enumerating several discrete actions.

DimensionReasoningScore

Specificity

Names the concrete source operators (AirbyteTriggerSyncOperator, AirbyteSensor) and a specific target (Orchestra AIRBYTE_CLOUD sync task), but describes a single conversion action rather than multiple distinct actions.

4 / 5

Completeness

Explicitly states both what the skill does (convert Airflow Airbyte tasks to Orchestra pipeline tasks) and when to use it via a 'Use this skill when...' clause plus a dedicated 'Triggers:' list.

5 / 5

Trigger Term Quality

Includes synonyms users naturally say (migrating, converting, rewriting) plus the operator class names and 'DAG code' trigger, giving comprehensive natural-term coverage.

5 / 5

Distinctiveness Conflict Risk

Scoped tightly to Airbyte Cloud operator conversion with distinct operator-class triggers, minimizing overlap with sibling skills like the AIRBYTE_SERVER or Slack converters.

5 / 5

Total

19

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
orchestra-hq/orchestra-skills
Reviewed

Table of Contents

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