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49 results

Code Translation Between Languages

plus

Create clear, well-structured technical documentation covering functions, APIs, and usage examples to streamline project maintenance and onb

claude-sonnet-4-7 2,138 previews 0 uses

Unit Tests Writer

plus

Review code for common security vulnerabilities such as SQL Injection, XSS, and CSRF, and provide precise technical recommendations to harde

claude-sonnet-4-7 2,013 previews 0 uses

React Performance Optimization Audit (Core Web Vitals + Bundle)

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For engineers battling slow React apps: audit LCP/CLS/INP, expose wasteful re-renders and bundle bloat, deliver an actionable fix roadmap.

claude-sonnet-4-7 3,766 previews 0 uses

OAuth2/OIDC Authentication Flow Implementation Review

plus

For security and backend engineers: audit OAuth2/OIDC to find CSRF, token leakage, JWT misconfiguration, with complete PKCE and rotating ref

claude-sonnet-4-7 3,254 previews 0 uses

Debug & Fix

plus

Optimise code performance and application speed by identifying bottlenecks and applying appropriate optimisation techniques to reduce respon

claude-sonnet-4-7 2,038 previews 0 uses

Dockerfile Multi-stage Build Review

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Review a Dockerfile across 10 dimensions (multi-stage, cache layers, image size, security, non-root user) with a buildable optimized version

claude-sonnet-4-7 3,616 previews 0 uses

GitHub Actions CI/CD Review

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Review a GitHub Actions workflow across 10 dimensions (security, secrets, caching, concurrency, OIDC) with an optimized runnable version.

claude-sonnet-4-7 3,666 previews 0 uses

Terraform Module Review

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Review a Terraform module across 10 dimensions (state, providers, variables, outputs, composition, security) with actionable fixes.

claude-sonnet-4-7 3,691 previews 0 uses

GraphQL Schema Design + Resolver Review

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For engineers building GraphQL APIs: audit schema for N+1 problems, over-fetching, and security gaps, with complete DataLoader and paginatio

claude-sonnet-4-7 2,475 previews 0 uses

Database Migration Strategy (Zero-Downtime, Large Tables)

pro

For database engineers: apply Expand-Contract Pattern to migrate tables with millions of rows without locks or downtime, with rollback plan

claude-sonnet-4-7 3,204 previews 0 uses

Redis Caching Strategy + Cache Invalidation Patterns

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For backend engineers: design a robust Redis layer with Cache-Aside, Write-Through, TTL strategy, Cache Stampede prevention, and safe invali

claude-sonnet-4-7 3,179 previews 0 uses

Load Testing Strategy (k6/Artillery) + Performance Budget

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For engineers pre-launch: design k6/Artillery scenarios simulating real peak traffic, define performance budgets, and produce CI/CD-ready th

claude-sonnet-4-7 3,229 previews 0 uses

Mobile App React Native Performance Review

plus

For React Native engineers: audit JS Thread jank, FlatList rendering, and memory leaks with complete Hermes profiling and Flipper diagnostic

claude-sonnet-4-7 3,279 previews 0 uses

Systematic Bug-Tracing and Fix Helper

free

Analyze a bug through a structured hypothesis method, isolate the root cause, and deliver a complete runnable fix with no TODOs or stubs, pl

claude-sonnet-4-7 2,174 previews 0 uses

Production-Readiness Code Review

plus

Review a pull request across seven axes (correctness, security, performance, readability, tests, error handling, design) with line-anchored

claude-sonnet-4-7 2,099 previews 0 uses

Behavior-Preserving Refactor in Small Steps

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Refactor tangled code into clean units through small behavior-preserving steps, with a safety-net test and complete final code free of any T

claude-sonnet-4-7 2,124 previews 0 uses

Comprehensive Test Suite with Edge-Case Coverage

free

Write an organized test suite (happy, edge, failure, security) for a code unit using the right framework, with complete runnable test code a

claude-sonnet-4-7 2,049 previews 0 uses

Professional REST API Design with OpenAPI Contract

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Design a consistent REST API (resources, verbs, status codes, pagination, errors, auth, versioning) with a valid OpenAPI 3.1 contract and co

claude-sonnet-4-7 2,074 previews 0 uses

Correct and Optimized SQL Query with Execution Plan

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Turn a described requirement into a correct optimized SQL query, with execution-plan reasoning, suggested indexes, and performance alternati

claude-sonnet-4-7 1,999 previews 0 uses

Precise and Safe Regex Builder with Tests

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Turn a text-pattern description into a correct regex for the target flavor, with part-by-part explanation, match/no-match cases, and ReDoS a

claude-sonnet-4-7 2,024 previews 0 uses

Architecture Decision Record with Trade-off Analysis

pro

Document an architecture decision as a professional ADR: context, alternatives with trade-offs, the decision and rationale, consequences, an

claude-sonnet-4-7 3,573 previews 0 uses

Explain Unfamiliar Code with Flow Map and Hidden Risks

free

Explain unfamiliar code at three levels (overview, line-by-line, flow), surfacing hidden risks and implicit assumptions, without inventing b

claude-sonnet-4-7 3,548 previews 0 uses

Performance Optimization with Measure-First Method

pro

Optimize a slow code path by pinpointing the bottleneck via measurement, analyzing complexity, and delivering a complete optimized version w

claude-sonnet-4-7 2,336 previews 0 uses

OWASP Top 10 Code Security Audit with Fixes

pro

Audit code against OWASP Top 10 (2021), rank findings by severity, and deliver a complete fix for each confirmed vulnerability without false

claude-sonnet-4-7 2,311 previews 0 uses

Author a Multi-stage Dockerfile and Integrated CI Pipeline

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Create a secure multi-stage Dockerfile and an integrated CI pipeline (build, lint, test, scan, deploy) that run as-is, with a non-root user

claude-sonnet-4-7 2,386 previews 0 uses

Full Distributed System Architecture Design

pro

Design a full distributed system architecture linking components, data, and flows with justified decisions and explicit trade-offs, security

claude-sonnet-4-7 2,648 previews 0 uses

Monolith-to-Microservices Decomposition Plan

pro

Analyze a monolith and decompose it into microservices with domain-driven boundaries, a gradual migration plan, and clear trade-offs, withou

claude-sonnet-4-7 2,673 previews 0 uses

Relational Schema Design with Indexing Strategy

free

Design a normalized relational schema with keys, constraints, and indexes justified by real queries plus a migration plan, without inventing

claude-sonnet-4-7 2,698 previews 0 uses

Complete API Contract with Valid OpenAPI Spec

plus

Design a complete REST API contract as a valid OpenAPI 3.1 spec: paths, schemas, status codes, auth, and errors, without inventing nonstanda

claude-sonnet-4-7 2,723 previews 0 uses

Secure Multi-Stage CI/CD Pipeline Design

plus

Design a multi-stage CI/CD pipeline with quality gates, security scans, secret management, safe deployment, and rollback, without inventing

claude-sonnet-4-7 2,748 previews 0 uses

Secure Parameterized Infrastructure-as-Code

pro

Write a parameterized Infrastructure-as-Code module with secure state, least privilege, encryption, and tagging, without inventing resources

claude-sonnet-4-7 2,773 previews 0 uses

Methodical Performance Profiling and Optimization Plan

free

Methodically profile a system from real measurements, locate bottlenecks, and propose impact-ranked optimizations while warning against prem

claude-sonnet-4-7 2,798 previews 0 uses

Safe Concurrency Design Free of Races and Deadlocks

pro

Design a safe concurrency solution preventing data races and deadlocks and ensuring correctness under parallel load, with a justified model

claude-sonnet-4-7 2,823 previews 0 uses

Caching Strategy Design with Consistent Invalidation

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Design a multi-layer caching strategy with the right read/write pattern, consistent invalidation, and stampede handling, without inventing c

claude-sonnet-4-7 2,848 previews 0 uses

Actionable Observability and Logging Design

plus

Design a complete observability stack (structured logs, metrics, distributed tracing) with actionable alerts and sensitive-data protection,

claude-sonnet-4-7 3,056 previews 0 uses

Robust Idempotent ETL Data Pipeline Design

pro

Design a robust, safely re-runnable ETL pipeline with data quality, failure handling, and privacy, without inventing connectors or transform

claude-sonnet-4-7 3,081 previews 0 uses

Zero-Downtime Database Migration Plan

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Design a zero-downtime schema or data migration using the expand-then-contract pattern, with backward compatibility, safe rollback, and veri

claude-sonnet-4-7 3,106 previews 0 uses

Reproducible ML Model Training Pipeline

plus

Design a reproducible ML training pipeline from data prep to evaluation and persistence, with seed pinning, experiment tracking, and data se

claude-sonnet-4-7 2,030 previews 0 uses

Production Prompt Engineering for an LLM Feature

free

Design a production system prompt for an LLM feature with precise role, output, and guardrails, plus testing and anti-injection strategy, wi

claude-sonnet-4-7 1,955 previews 0 uses

End-to-End RAG System Design

plus

Design a complete RAG system from chunking and embedding to source-grounded generation, with quality evaluation and document security, witho

claude-sonnet-4-7 1,980 previews 0 uses

Auditable Data-Cleaning Pipeline

free

Write a data-cleaning pipeline detecting anomalies, missing values, and duplicates with documented rules, a before/after quality report, and

claude-sonnet-4-7 2,105 previews 0 uses

Systematic Leakage-Free Feature Engineering

pro

Design a feature-engineering methodology that derives strong features, prevents leakage, and documents each one, handling temporal and categ

claude-sonnet-4-7 2,130 previews 0 uses

ML Model Evaluation with Task-Correct Metrics

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Design a model-evaluation methodology that picks task-correct metrics and addresses imbalance, generalization gap, and bias, interpreting re

claude-sonnet-4-7 2,055 previews 0 uses

MLOps Model Deployment to Production

pro

Design an MLOps deployment plan to production covering packaging, serving, versioning, drift monitoring, and safe rollback, with model and d

claude-sonnet-4-7 2,080 previews 0 uses

End-to-End Recommendation System Design

pro

Design a recommendation system that selects the right approach, handles cold start, evaluates without bias, and respects privacy, with justi

claude-sonnet-4-7 3,833 previews 0 uses

Arabic NLP Text-Classification Pipeline

plus

Design an Arabic text-classification pipeline handling normalization, tokenization, class imbalance, and correct-metric evaluation, with Ara

claude-sonnet-4-7 3,858 previews 0 uses

Reproducible Computer-Vision Pipeline

pro

Design a computer-vision pipeline for classification or detection covering loading, augmentation, training, and correct-metric evaluation, w

claude-sonnet-4-7 3,104 previews 0 uses

Time-Series Forecasting Code with Sound Temporal Validation

plus

Write a time-series forecasting pipeline handling seasonality, trend, and gaps, with sound temporal validation free of future leakage and co

claude-sonnet-4-7 3,079 previews 0 uses

Vector-DB Integration for Production Semantic Search

pro

Design a vector-DB integration for a semantic-search app covering schema, indexing, filtered querying, update management, and security, with

claude-sonnet-4-7 3,154 previews 0 uses

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