Slow monorepo builds waste developer time and CI minutes. This skill provides clear Turborepo caching and pipeline configuration templates to speed up your builds and reduce CI costs.

Security teams struggle to connect identified threats with appropriate mitigations and validate control coverage. This skill provides frameworks for mapping threats to controls, analyzing defense-in-depth, and generating remediation roadmaps.

Teams struggle to standardize Terraform modules across clouds. This skill provides patterns, examples, and testing guidance to create reusable infrastructure modules.

Temporal workflow tests are often slow or flaky. This skill provides fast, deterministic testing patterns using time-skipping, activity mocking, and replay validation for reliable CI/CD pipelines.

Design systems often drift without clear tokens and patterns. This skill provides Tailwind structures to standardize components, themes, and responsive layouts across your codebase.

Setting up Stripe payment flows can be confusing and error prone. This skill provides ready patterns for checkout, subscriptions, and secure webhooks for PCI compliant implementations.

This skill helps identify and document security threats in systems using the STRIDE threat modeling methodology. It provides templates, code patterns, and analysis frameworks for systematic threat identification and mitigation planning.

Startup founders and operators often struggle to identify which metrics matter at each growth stage. This skill provides comprehensive formulas, benchmarks, and best practices for tracking SaaS, marketplace, and B2B metrics to make data-driven decisions and impress investors.

Create comprehensive 3-5 year financial models with revenue projections, burn rate calculations, runway analysis, and scenario planning to support fundraising and strategic decisions.

Slow Spark jobs waste cluster time and delay analytics. This skill provides proven tuning patterns for partitioning, caching, joins, and memory to improve performance.

Slow queries cause delays and high database costs. This skill provides clear optimization patterns and indexing guidance to improve performance and eliminate bottlenecks.

Smart contracts fail from reentrancy, overflow, and access control mistakes. This skill guides secure patterns, checks, and testing steps to prevent common vulnerabilities.

Reliability targets are often unclear and hard to measure. This skill provides SLI, SLO, and error budget templates with alerting guidance for implementing SRE practices.

Building fast semantic search is complex and error prone. This skill provides proven templates for common vector databases and hybrid retrieval methods.

Shell script issues hide until production and slow code reviews. This skill explains ShellCheck setup, rule configuration, and integration workflows to catch problems before merge.

Service mesh telemetry is hard to wire across traces, metrics, and dashboards. This skill provides ready templates and queries for Istio and Linkerd observability.

Security threats are hard to turn into clear requirements. This skill converts threats into testable requirements, user stories, and compliance mappings. Use it when translating threat models into actionable security controls.

CI/CD pipelines often leak secrets through hardcoded values and logs. This skill guides you to store, rotate, and consume secrets safely with popular platforms.

Screen reader issues are hard to reproduce and validate. This skill gives clear test steps and fixes for VoiceOver, NVDA, JAWS, and TalkBack.

You need consistent SAST tool setup across your projects. This skill provides guidance for configuring Semgrep, SonarQube, and CodeQL with custom rules and CI integration.