airflow-hitl
astronomer/agentsSkill
Builds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching. Use when a DAG needs a human in the loop - an approval or reject step, sign-off before a task runs, a decision or approval UI, branching on a human choice, or collecting form input mid-run; also on mentions of ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator, or HITLTrigger. Requires Airflow 3.1+. Not for AI/LLM task calls (see migrating-ai-sdk-to-common-ai).
Why this score
This repo hosts 10 skills, so its 454 stars are split between them (about 45 each) for scoring.
Popularity score: 66/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 486ee63d01f8, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.SKILL.md:147 and 1 more
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneairflow-hitl astronomer/agents · Skill | 66 | ★ 454 | ≈126 always | 21d ago |
| airflow-new-sdk apache/airflow · Skill Same job: data pipelines | 90 | ★ 47k | ≈23 always | 16d ago |
| airflow-specialist luanmorenommaciel/agentspec · Subagent Same job: data pipelines | 59 | ★ 253 | ≈29 in chat | 24d ago |
| airflow-dag-patterns rmyndharis/antigravity-skills · Skill Same job: data pipelines | 72 | ★ 1.8k | ≈53 always | 21d ago |
| creating-mermaid-dbt-dag dbt-labs/dbt-agent-skills · Skill Same job: data pipelines | 67 | ★ 741 | ≈62 always | 16d ago |