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.
npx skills add orchestra-hq/orchestra-skills --skill airbyte-cloud-prefect-to-orchestragit clone --depth 1 https://github.com/orchestra-hq/orchestra-skillsWrote 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.
[](https://agentmods.dev/skills/orchestra-hq/orchestra-skills/airbyte-cloud-prefect-to-orchestra)<a href="https://agentmods.dev/skills/orchestra-hq/orchestra-skills/airbyte-cloud-prefect-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/airbyte-cloud-prefect-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.
<a href="https://agentmods.dev/skills/orchestra-hq/orchestra-skills/airbyte-cloud-prefect-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/airbyte-cloud-prefect-to-orchestra.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00092 | $0.00968 |
| Opus 5.5 | $0.00037 | $0.00387 |
| Sonnet 5.5 | $0.00018 | $0.00194 |
| Haiku 4.5 | $0.00009 | $0.00097 |
Grade A, and why
airbyte-cloud-prefect-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.
How it starts
The opening of the file, as written. The whole thing — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Overview
This skill converts Prefect prefect_airbyte tasks targeting Airbyte Cloud (api.airbyte.com) into Orchestra pipeline tasks using integration: AIRBYTE_CLOUD and integration_job: AIRBYTE_CLOUD_JOB. It covers sync and reset job types.
Parameter Mapping
| Prefect construct | Orchestra field | Notes |
|---|---|---|
AirbyteConnection.load("...") |
connection: |
Orchestra Airbyte Cloud connection slug |
connection_id (UUID) |
parameters.connection_id |
Copy verbatim — UUID string |
trigger_sync_run_and_wait_for_completion() |
parameters.job_type: sync |
Orchestra always waits; no separate polling needed |
reset_cache=True |
parameters.job_type: reset |
Full reload of the connection |
Prefect block host api.airbyte.com |
integration: AIRBYTE_CLOUD |
Any other host → use airbyte-server-prefect-to-orchestra |
Orchestra YAML Structure
integration: AIRBYTE_CLOUD
integration_job: AIRBYTE_CLOUD_JOB
name: sync-task
connection: airbyte_cloud_prod_12345
parameters:
connection_id: 'a1b2c3d4-e5f6-7890-abcd-ef1234567890'
job_type: sync
depends_on: []
condition: null
tags: []
Conversion Steps
- Confirm the Prefect block's
airbyte_server_hostisapi.airbyte.com— if not, useairbyte-server-prefect-to-orchestra - Set
integration: AIRBYTE_CLOUD - Set
integration_job: AIRBYTE_CLOUD_JOB - Copy the
connection_idUUID verbatim intoparameters.connection_id - Map
reset_cache=True→parameters.job_type: reset; otherwiseparameters.job_type: sync - Set
connection:to the Orchestra Airbyte Cloud connection slug (ask operator if unknown) - Set
depends_on:from upstream task dependencies
Before / After Example
Prefect (before)
from prefect import flow, task
from prefect_airbyte.connections import AirbyteConnection
from prefect_airbyte.flows import trigger_sync_run_and_wait_for_completion
@flow
def sync_airbyte_cloud():
airbyte_conn = AirbyteConnection.load("my-airbyte-cloud-block")
trigger_sync_run_and_wait_for_completion(
airbyte_connection=airbyte_conn,
connection_id="a1b2c3d4-e5f6-7890-abcd-ef1234567890",
)
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 · 100 lines · 92 tokens per session scan A 6930057eb5d5
airbyte-cloud-prefect-to-orchestra is a skill published in the GitHub repository orchestra-hq/orchestra-skills (9 stars, last pushed yesterday), licensed MIT. It adds 92 tokens to every session and 968 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.
airbyte-cloud-prefect-to-orchestra compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| airbyte-cloud-prefect-to-orchestraorchestra-hq/orchestra-skills | Skill | 9 | yesterday | MIT | A | 92 | Claude Code |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |