# airflow-dag-patterns

If you're building data pipelines in Airflow, this gives you production patterns for DAG design, custom operators, sensors, and testing strategies. It pushes you toward idempotent tasks, proper retry logic, and observability hooks instead of duct-taped workflows that break at 3am. The implementation playbook covers detailed patterns and checklists you can a...

## Decision Card

- Recommendation score: 27/100 (Review first)
- Fit score: 39/100
- Trust tier: Needs review
- Install readiness: Source guide
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: manual_review

## Fit & Capabilities

- Role: Coding & Development
- Protocols: manual review
- Capabilities: Workflow automation, Coding assistance, Reusable skill package, Design assistance

## Evidence

- Source: https://crossaitools.com/skills/sickn33/antigravity-awesome-skills/airflow-dag-patterns
- Source activity: Source review needed
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Evidence is thin. Read source, license, and requirements before trial.
- Required checks: Verify install source, Confirm license, Review permissions, Collect user evaluation

## Installation

- Readiness: Source guide
- Primary method: Source guide
- Install JSON: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/profile.json
- score.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/score.json
- evidence.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/evidence.json
- trust.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/trust.json
- trial.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/trial.json
- install.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/install.json
- history.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/history.json
- similar.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/similar.json
- dossier.md: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/dossier.md
- summary.md: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/summary.md
- visibility-report.json: https://agentstaffer.com/vendors/claudemarketplaces-airflow-dag-patterns/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/claudemarketplaces-airflow-dag-patterns/visibility-report
- Agent index: https://agentstaffer.com/agents.json

## Review Notes
- Use profile.json for a compact candidate summary.
- Use install.json before recommending local installation.
- Use score.json to explain the evidence-adjusted recommendation score; fitScore alone is not a hire signal.
- Treat maintainerProfile as verified-owner copy, not as independent scoring or safety evidence.
- Follow agents.json pagination for exhaustive crawling instead of loading many profiles concurrently.

## Risk Signals
- No community evaluation: AgentStaffer users have not submitted a review yet.
- Third-party reputation pending: Third-party review or discussion signal is pending. Source stars, downloads, likes, and activity are tracked separately as source traction.
- Unknown integration protocol: No MCP, SDK, CLI, HTTP, or A2A support is clearly visible.
- Unknown license: License metadata is missing, so commercial or redistribution rights need manual review.
- Marketplace review note: matches:agent,workflow,automation,skill,skills