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airbyte-server-prefect-to-orchestra

Use this skill when the user wants to convert a Prefect task that syncs a self-hosted Airbyte Server — AirbyteConnection block, trigger_sync_run_and_wait_for_completion, or AirbyteSyncResult pointed at a non-Cloud host — into an equivalent Orchestra pipeline task targeting Airbyte Server. Triggers: any mention of migrating or rewriting Prefect Airbyte tasks to Orchestra; any Prefect flow code importing from prefect_airbyte pointed at a self-hosted Airbyte Server.

71

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

86%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.

The body is actionable and well-structured with concrete before/after examples and a useful gotchas section. The main improvement is collapsing the duplicate YAML blocks and adding an explicit output-validation step.

Suggestions

Merge the standalone "Orchestra YAML Structure" block into the "Before / After" example to remove the duplicated YAML skeleton.

Add an explicit validation checkpoint at the end of "Conversion Steps" (e.g., confirm the generated YAML has a required job_type and the connection slug's stored host matches the Prefect block).

Consider trimming the parameter-mapping table rows that are already restated verbatim in the checklist.

DimensionReasoningScore

Conciseness

Mostly lean with no padded explanations of Airbyte/Prefect concepts, but the standalone "Orchestra YAML Structure" block and the "Before / After" YAML overlap, adding mild redundancy.

4 / 5

Actionability

Provides copy-paste-ready Prefect Python and Orchestra YAML plus a precise parameter-mapping table and checklist covering the common sync/reset cases.

5 / 5

Workflow Clarity

Sequenced checklist with an opening disambiguation checkpoint (confirm host != api.airbyte.com), but lacks an explicit validate-output/feedback loop after YAML generation.

4 / 5

Progressive Disclosure

Well-organized sections with one-level-deep external-doc references and a single pointer to a sibling skill; no nested references and no content that clearly belongs in a separate bundle file.

5 / 5

Total

18

/

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.

The description is specific, well-scoped, and explicitly states both what it does and when to use it, with strong disambiguation from the sibling Cloud skill. Minor gains possible from broader trigger synonyms.

DimensionReasoningScore

Specificity

Names the domain and concrete conversion action, enumerating specific Prefect constructs ("AirbyteConnection block, trigger_sync_run_and_wait_for_completion, or AirbyteSyncResult") and the Orchestra target, with minor coverage gaps.

4 / 5

Completeness

Clearly answers both what (convert self-hosted Airbyte Prefect task to Orchestra pipeline task) and when (explicit "Use this skill when..." plus a dedicated "Triggers:" clause).

5 / 5

Trigger Term Quality

Explicit trigger phrases ("migrating or rewriting Prefect Airbyte tasks to Orchestra", "importing from prefect_airbyte") give good natural keyword coverage, though a few common synonyms are missing.

4 / 5

Distinctiveness Conflict Risk

Highly specific niche (self-hosted Airbyte Server, non-Cloud host) with explicit disambiguation from the Cloud variant, giving a clear niche with minimal conflict risk.

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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