What is prefect-conditions-to-orchestra?

A conversion guide for replacing conditional logic in Prefect workflows with conditions in Orchestra pipelines. It covers branches based on inputs or earlier task results, failed tasks treated as warnings, dependencies, and mapped tasks.

Use it when migrating Prefect flows with `if/else` branches, conditional task submission, `allow_failure`, always-run tasks, or dependencies without data passing.

Prefect expresses decisions in Python, while Orchestra expresses them with pipeline condition fields and output references. The guide shows how to preserve when tasks run, skip, or continue after a warning.

prefect-conditions-to-orchestra — Skill by orchestra-hq

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo

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

agentmods

npx agentmods add skills/orchestra-hq/orchestra-skills/prefect-conditions-to-orchestra

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/prefect-conditions-to-orchestra/github.svg)](https://agentmods.dev/skills/orchestra-hq/orchestra-skills/prefect-conditions-to-orchestra)

Your own site

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

Per session 88 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,427 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	$0.00088	$0.01427
Opus 5.5	$0.00035	$0.00571
Sonnet 5.5	$0.00018	$0.00285
Haiku 4.5	$0.00009	$0.00143

Measured 2mo ago against content hash 46cb5bde14d2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

prefect-conditions-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/prefect-conditions-to-orchestra/SKILL.md · 169 lines

How it starts

The opening of the file, as written. The whole thing — 169 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Overview

This skill converts Prefect conditional execution patterns into Orchestra condition: expressions. It covers input-driven branches, runtime output-driven branches, allow_failure patterns, and always-run tasks.

Parameter Mapping

Prefect construct	Orchestra field	Notes
Default (no condition)	`condition: null`	Orchestra default
Input-driven branch	`condition: "${{ inputs.flag == true }}"`	Decision known at trigger time
`result = task.submit(); if result.result():`	upstream PYTHON task with `set_outputs: true` + downstream condition	Runtime decision via outputs
`allow_failure=True`	`treat_failure_as_warning: true` on upstream task	Downstream continues regardless
Skip if no data	`condition: "${{ ORCHESTRA.PIPELINE_RUN_TASKS['id'].OUTPUTS['key'] > 0 }}"`
Always run	`condition: "${{ True }}"`	Runs even if upstream failed
`.submit(wait_for=[other])`	`depends_on: [other-task-id]`	Dependency without data passing
`.map()` over list	`matrix:` block on TaskGroupModel	See `prefect-data-passing-to-orchestra`

Orchestra YAML Structure

version: v1
name: conditional-pipeline
pipeline:
  stage-check:
    tasks:
      task-check-new-data:
        integration: SNOWFLAKE
        integration_job: SNOWFLAKE_RUN_QUERY
        parameters:
          statement: "SELECT COUNT(*) AS row_count FROM staging.new_records"
        depends_on: []
        condition: null
        tags: []
    depends_on: []

  stage-process:
    tasks:
      task-process-records:
        integration: PYTHON
        integration_job: PYTHON_EXECUTE_SCRIPT
        parameters:
          command: python scripts/process_records.py
        depends_on: []
        condition: "${{ ORCHESTRA.PIPELINE_RUN_TASKS['task-check-new-data'].OUTPUTS['row_count'] > 0 }}"
        tags: []
    depends_on:
      - stage-check

  stage-skip:
    tasks:
      task-log-skip:
        integration: PYTHON
        integration_job: PYTHON_EXECUTE_SCRIPT
        parameters:
          command: python scripts/log_skip.py
        depends_on: []
        condition: "${{ ORCHESTRA.PIPELINE_RUN_TASKS['task-check-new-data'].OUTPUTS['row_count'] == 0 }}"
        tags: []
    depends_on:
      - stage-check

Read the full file on GitHub · 169 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 · 169 lines · 88 tokens per session scan A 46cb5bde14d2

Subscribe to this mod's changes

prefect-conditions-to-orchestra is a skill published in the GitHub repository orchestra-hq/orchestra-skills (9 stars, last pushed yesterday), licensed MIT. It adds 88 tokens to every session and 1,427 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.

DevOps and cloud

prefect-conditions-to-orchestra next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
prefect-conditions-to-orchestraorchestra-hq/orchestra-skills	Skill	9	yesterday	MIT	A	88	Claude Code
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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
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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