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airbyte-server-airflow-to-orchestra

Use this skill when the user wants to convert an Airflow task that uses AirbyteTriggerSyncOperator or AirbyteSensor pointed at a self-hosted Airbyte Server instance into an equivalent Orchestra pipeline task. Triggers: any mention of migrating or converting Airflow self-hosted Airbyte tasks to Orchestra; Airflow DAG code with AirbyteTriggerSyncOperator using a host/port pointing to an on-prem or self-managed Airbyte deployment.

70

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

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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.

An actionable, well-structured single-purpose conversion skill with executable YAML and a concrete before/after example. The main improvements would be adding an explicit validation checkpoint and tightening or deferring the Alerts section.

Suggestions

Add an explicit verification step to Conversion Steps, e.g. 'Verify the Orchestra connection name exists in Settings → Connections before emitting the YAML'.

Move or shorten the inline Alerts section, relying on the referenced slack-airflow-to-orchestra skill for full schema details to reduce token weight.

Note in the Conversion Steps how to confirm the correct API version (v1 Config API vs newer OSS API) for the Orchestra connection, since this is flagged as a gotcha but not woven into the workflow.

DimensionReasoningScore

Conciseness

Lean mapping table, compact YAML template, and a single before/after example with little over-explanation, though the inline Alerts section adds length that is largely deferred to another skill and could be trimmed further.

4 / 5

Actionability

Provides a complete parameter mapping table, a fully specified YAML template with required fields (job_type: sync), and a copy-paste-ready before/after example covering the common conversion case.

5 / 5

Workflow Clarity

Numbered Conversion Steps give a clear sequence (identify, create/verify connection, replace, drop sensor, wire dependencies), but lack an explicit validation/verification checkpoint such as confirming the Orchestra connection exists before emitting YAML.

4 / 5

Progressive Disclosure

Well-organized sections with clear external doc references and a pointer to the slack skill; the main organization gap is the Alerts block being inline rather than fully deferred to the referenced skill.

4 / 5

Total

17

/

20

Passed

Description

87%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, specific description that clearly states both the conversion action and the precise trigger conditions for self-hosted Airbyte Server migrations. Minor room for a few additional synonyms, but otherwise well-targeted.

DimensionReasoningScore

Specificity

Names the concrete source operators (AirbyteTriggerSyncOperator/AirbyteSensor), the self-hosted Airbyte Server target, and the convert-to-Orchestra-pipeline-task action, listing several specific items with only minor coverage gaps.

4 / 5

Completeness

Explicitly answers both what (convert an Airflow Airbyte task into an equivalent Orchestra pipeline task) and when, with a dedicated 'Triggers:' enumeration of concrete trigger phrases and an explicit 'Use this skill when...' clause.

5 / 5

Trigger Term Quality

Includes natural user phrasings ('migrating or converting Airflow self-hosted Airbyte tasks to Orchestra', 'on-prem', 'self-managed') plus the operator name users would paste, with only a few synonyms missing.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (self-hosted Airbyte Server via Airflow to Orchestra) with distinct triggers and explicit Cloud-vs-Server scoping, giving minimal conflict risk with other skills.

5 / 5

Total

18

/

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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