Pytest test development for Python microservices. Use when writing unit tests, integration tests, fixtures, mocking external services, or setting up test infrastructure. Triggers on requests to...
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security-audit
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Performs comprehensive security audits identifying vulnerabilities, misconfigurations, and security best practice violations across applications, APIs, infrastructure, and data pipelines. Covers...
Design high-performance PostgreSQL databases with schema optimization, indexing strategies, partitioning, replication, and PostgreSQL 17 tuning.
Automate compliance checks for NIST, FedRAMP, FISMA, GDPR, HIPAA, and fintech regulations with OSCAL artifact generation and evidence validation.
Validate NIST SP 800-53 control implementation with evidence mapping, gap analysis, automated testing, and compliance reporting across 20 control families.
ci-cd
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Designs and implements CI/CD pipelines for automated testing, building, deployment, and security scanning across multiple platforms. Covers pipeline optimization, test integration, artifact...
github-actions
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Write and modify GitHub Actions workflows and custom actions. Use when working with .github/workflows files, CI/CD pipelines, workflow triggers, jobs, steps, secrets, runners, or creating custom...
user-story-writing
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Write effective user stories that capture requirements from the user's perspective. Create clear stories with detailed acceptance criteria to guide development and define done.
using-pandas
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Idiomatic pandas usage patterns and performance best practices. Use when writing or reviewing pandas code to ensure: (1) Modern API usage (loc/iloc, method chaining, pipe), (2) Performance...
runbook-creation
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Create operational runbooks, playbooks, standard operating procedures (SOPs), and incident response guides. Use when documenting operational procedures, on-call guides, or incident response processes.
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error...
deployment-engineer
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Expert Deployment Engineer specializing in CI/CD automation, containerization, and release management across diverse platforms. Proficient in Jenkins, GitHub Actions, GitLab CI, Azure DevOps, and...
iac-security
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Infrastructure as Code security scanning skill for Terraform, CloudFormation, Kubernetes manifests, Helm charts, and ARM templates. This skill should be used when auditing IaC configurations for...
error_handling
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Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error...
deploy_cicd
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CI/CD pipeline, GitHub Actions, automated deployment, release management, production shipping, and software delivery.
error_handling
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Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error...
deploy_cicd
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CI/CD pipeline, GitHub Actions, automated deployment, release management, production shipping, and software delivery.
backend-architect
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Expert backend architect specializing in scalable API design,
backend-architect
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Expert backend architect specializing in scalable API design,
backend-architect
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Expert backend architect specializing in scalable API design,