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 airflow-dag-structure-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/airflow-dag-structure-to-orchestra)<a href="https://agentmods.dev/skills/orchestra-hq/orchestra-skills/airflow-dag-structure-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/airflow-dag-structure-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/airflow-dag-structure-to-orchestra"><img src="https://agentmods.dev/badge/skills/orchestra-hq/orchestra-skills/airflow-dag-structure-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 | $0.00080 | $0.04349 |
| Opus 5 | $0.00040 | $0.02174 |
| Sonnet 5 | $0.00016 | $0.00870 |
| Haiku 4.5 | $0.00008 | $0.00435 |
Grade A, and why
airflow-dag-structure-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 12d 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 — 330 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Airflow DAG Structure → Orchestra Pipeline Root
Overview
Every Airflow DAG has a set of top-level configuration fields that control scheduling, retries, concurrency, and metadata. These don't map to tasks — they map to root-level fields on the Orchestra pipeline YAML. This skill must be applied first, before any task-level conversion, to establish the correct pipeline skeleton.
Field Mapping Reference
schedule_interval → schedule:
| Airflow | Orchestra | Notes |
|---|---|---|
schedule_interval='@daily' |
cron: '0 0 ? * * *' |
Expand shorthand, then convert to Orchestra's 6-field AWS EventBridge cron |
schedule_interval='@hourly' |
cron: '0 * * * ? *' |
|
schedule_interval='@weekly' |
cron: '0 0 ? * 1 *' |
AWS EventBridge day-of-week is 1-7 (1=SUN), not Airflow's 0-6 (0=SUN) |
schedule_interval='@monthly' |
cron: '0 0 1 * ? *' |
|
schedule_interval='0 4 * * *' |
cron: '0 4 * * ? *' |
Airflow's 5-field cron is NOT copied verbatim — append ?/year, see below |
schedule_interval=None |
(omit schedule:) |
Manual trigger only — use webhook: {enabled: true} instead |
schedule_interval=timedelta(hours=6) |
cron: '0 */6 * * ? *' |
Convert timedelta to nearest cron equivalent |
Orchestra requires a 6-field AWS EventBridge cron, not standard 5-field cron. Airflow's schedule_interval (and Dagster's cron_schedule, Prefect's CronSchedule) use standard 5-field cron (minute hour day-of-month month day-of-week). Orchestra's cron: field is 6-field: minute hour day-of-month month day-of-week year, and — like AWS EventBridge — exactly one of day-of-month/day-of-week must be ? while the other carries the real value (or both wildcarded, with day-of-week set to ?). The API rejects a 5-field string with "Incorrect number of values ... 6 required, 5 provided." Always append the ?/year fields when converting; never copy the source cron string verbatim.
Orchestra ScheduleModel full structure:
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.
- 12d ago First seen · 330 lines · 80 tokens per session scan A b916f4c2b8e0
airflow-dag-structure-to-orchestra is a skill published in the GitHub repository orchestra-hq/orchestra-skills (9 stars, last pushed 3d ago), licensed MIT. It adds 80 tokens to every session and 4,349 once invoked, about $0.0004 per session on Opus 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.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…