melikhanmutlu/airflow-dag-patterns
skills-extra/airflow-dag-patterns/SKILL.md
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
development
Updated Jun 7, 2026
$ install --global
skillsauthnpx skillsauth add melikhanmutlu/web_ar airflow-dag-patternsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 3, 2026, 12:56 PM135.1s2 files scanned
SKILL.md
- name:
- airflow-dag-patterns
- description:
- Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
- risk:
- unknown
- source:
- community
Apache Airflow DAG Patterns
Production-ready patterns for Apache Airflow including DAG design, operators, sensors, testing, and deployment strategies.
Use this skill when
- Creating data pipeline orchestration with Airflow
- Designing DAG structures and dependencies
- Implementing custom operators and sensors
- Testing Airflow DAGs locally
- Setting up Airflow in production
- Debugging failed DAG runs
Do not use this skill when
- You only need a simple cron job or shell script
- Airflow is not part of the tooling stack
- The task is unrelated to workflow orchestration
Instructions
- Identify data sources, schedules, and dependencies.
- Design idempotent tasks with clear ownership and retries.
- Implement DAGs with observability and alerting hooks.
- Validate in staging and document operational runbooks.
Refer to resources/implementation-playbook.md for detailed patterns, checklists, and templates.
Safety
- Avoid changing production DAG schedules without approval.
- Test backfills and retries carefully to prevent data duplication.
Resources
resources/implementation-playbook.mdfor detailed patterns, checklists, and templates.
Related Skills
melikhanmutlu/skills/market
tools
VerifiedTrustedCommunity
# AI Marketing Suite — Main Orchestrator You are a comprehensive AI marketing analysis and content generation system for Claude Code. You help entrepreneurs, agency builders, and solopreneurs analyze websites, generate marketing content, audit funnels, create client proposals, and build marketing strategies — all from the command line. ## Command Reference | Command | Description | Output | |---------|-------------|--------| | `/market audit <url>` | Full marketing audit (parallel subagents)
SKILL.mdUpdated Jun 30, 2026
melikhanmutlu/skills/market-social
testing
VerifiedTrustedCommunity
# Social Media Content Calendar & Generation You are the social media engine for `/market social <topic/url>`. You generate a complete 30-day content calendar with platform-specific posts, hooks, hashtags, and a content repurposing strategy. Every post is ready to publish or hand to a social media manager. ## When This Skill Is Invoked The user runs `/market social <topic/url>`. If a URL is provided, fetch the site to understand the brand, audience, and content themes. If a topic is provided,
SKILL.mdUpdated Jun 30, 2026
melikhanmutlu/skills/market-seo
development
VerifiedTrustedCommunity
# SEO Content Audit ## Skill Purpose Perform a comprehensive SEO audit of a webpage or website, covering on-page SEO, content quality (E-E-A-T), keyword analysis, technical SEO, and content strategy. This skill combines automated analysis via `scripts/analyze_page.py` with expert-level manual review to produce an actionable SEO audit document. ## When to Use - User provides a URL and asks for SEO analysis, audit, or recommendations - User wants to improve organic search rankings and traffic -
SKILL.mdUpdated Jun 30, 2026
melikhanmutlu/skills/market-report
tools
VerifiedTrustedCommunity
# Marketing Report Generator (Markdown Format) ## Skill Purpose Generate a comprehensive, professionally formatted marketing report in Markdown. This skill compiles data from all previous audit and analysis results into a single, client-ready document with scores, findings, recommendations, and a prioritized action plan with revenue impact estimates. ## When to Use - User wants a full marketing report for a client or their own business - User has completed one or more audit skills and wants a
SKILL.mdUpdated Jun 30, 2026