94
Hoshin Kanri X-Matrix Strategy Aligner
Align high-level manufacturing goals with specific shop-floor Kaizen projects.
DevOps & CI
DevOps & CI prompt templates.
- 15
- templates
Web2Backend & APIs13Databases4DevOps & CI15Debugging35Code review3Testing13Architecture9General engineering91
91
Zero-Downtime Database Migration Planner
Generates a multi-phase schema migration strategy for high-traffic SaaS environments using the Expand-Contract pattern.
90
On-Call Handover & Readiness Review
Standardizes the transfer of system ownership between shifts, highlighting active alerts and recent changes.
86
ML Model Drift Detection and Retraining Strategy
Develops a systematic monitoring and automated retraining framework for production ML models.
85
Smart Building IoT Deployment Framework
Architects a sensor-based monitoring layer for energy optimization and occupancy tracking.
84
Kubernetes ML Deployment Resource Profiler
Calculates optimal CPU, GPU, and Memory requests/limits for ML inference containers.
84
Terraform Infrastructure-as-Code Refactoring Plan
Audits existing Terraform code and provides a plan to modularize and secure the state.
83
Zero-Trust Service Mesh Security Hardening Guide
Generates a tactical hardening plan for Istio or Linkerd service meshes to enforce mTLS and L7 authorization.
82
CI/CD Pipeline Security & Supply Chain Hardening
Secures the software delivery pipeline against supply chain attacks and credential leaks.
82
Kubernetes RBAC Hardening Auditor
Reviews K8s Role-Based Access Control configurations to enforce Principle of Least Privilege.
82
Kubernetes Resource Request & Limit Optimizer
Analyzes historical utilization to recommend precise CPU/Memory settings for K8s workloads.
72
Parameterised Reusable Deployment Workflow
Consolidate duplicated deployment pipelines into one reusable, parameterised workflow with approval gates
70
Extracting a Service From a Shared Database Module
Split a capability out of a shared-database module into an independently deployed service
70
Pipeline Security Scanning Integration Plan
Integrate automated code scanning into the pipeline with schedules, gating and alert ownership
70
Schema Change Plan With Reversibility and Deploy Ordering
Sequence a schema change and its code deployment so neither breaks the other