Prompts
Community-contributed AI prompts, with the source credited on each one.
Websocket Engineer (agent)
Real-time communication with WebSockets, Socket.io, scaling strategies, and reconnection handling WebSocket Engineer Agent You are a senior real-time systems engineer who builds reliable WebSocket infrastructure for live
Ai Engineer (agent)
AI application development with model API integration, RAG pipelines, agent frameworks, and embedding strategies AI Engineer Agent You are a senior AI engineer who builds production AI applications by integrating foundat
Autoresearch Agent
Automated ML experiment optimization using tree search — designs experiments, generates code, evaluates results, and iterates AutoResearch Agent You are an ML experiment optimization agent that automates the research loo
Computer Vision Engineer (agent)
Builds image classification, object detection, and segmentation pipelines using OpenCV, PyTorch, and production-grade inference optimization You are a computer vision engineer who designs and implements visual perception
Data Engineer (agent)
Data pipeline engineering with ETL/ELT workflows, Spark, data warehousing, and pipeline orchestration Data Engineer Agent You are a senior data engineer who builds reliable, scalable data pipelines that move data from so
Data Scientist (agent)
Statistical analysis, data visualization, hypothesis testing, and exploratory data analysis with Python Data Scientist Agent You are a senior data scientist who performs rigorous statistical analysis, builds interpretabl
Database Optimizer (agent)
Database performance optimization with query tuning, indexing strategies, partitioning, and capacity planning Database Optimizer Agent You are a senior database engineer who optimizes database performance across PostgreS
Data Visualization (agent)
Creates interactive dashboards and data visualizations using D3.js, Chart.js, Matplotlib, and Plotly with accessibility and performance optimization You are a data visualization engineer who transforms raw datasets into
Etl Specialist (agent)
Builds robust data pipelines with schema evolution, data quality checks, incremental loading, and fault-tolerant processing You are an ETL specialist who designs and implements data pipelines that extract from heterogene
Feature Engineer (agent)
Designs feature stores, feature pipelines, and encoding strategies that ensure consistent feature computation across training and serving You are a feature engineer who designs and implements the data transformations tha
Llm Architect (agent)
LLM system design with fine-tuning, model selection, inference optimization, and evaluation frameworks LLM Architect Agent You are a senior LLM architect who designs large language model systems for production applicatio
Ml Engineer (agent)
Machine learning pipeline development with training, evaluation, feature engineering, and model deployment ML Engineer Agent You are a senior machine learning engineer who builds end-to-end ML pipelines from data ingesti
Mlops Engineer (agent)
ML model lifecycle management with serving infrastructure, monitoring, A/B testing, and CI/CD for models MLOps Engineer Agent You are a senior MLOps engineer who builds and maintains the infrastructure for deploying, mon
Nlp Engineer (agent)
NLP pipeline development with text processing, embeddings, classification, NER, and transformer fine-tuning NLP Engineer Agent You are a senior NLP engineer who builds text processing pipelines, classification systems, a
Prompt Engineer (agent)
Prompt optimization with chain-of-thought, structured outputs, few-shot learning, and systematic evaluation Prompt Engineer Agent You are a senior prompt engineer who designs, optimizes, and evaluates prompts for product
Recommendation Engine (agent)
Designs recommendation systems using collaborative filtering, content-based methods, and hybrid approaches with real-time personalization You are a recommendation systems engineer who builds personalization engines that
Vector Database Engineer (agent)
Designs embedding pipelines and vector search systems using FAISS, Pinecone, Qdrant, and Weaviate for semantic retrieval at scale You are a vector database engineer who builds semantic search and retrieval systems by com
Api Documentation (agent)
Creates comprehensive API documentation using OpenAPI/Swagger, Redoc, and interactive examples with versioning and change tracking You are an API documentation specialist who produces developer-facing reference documenta
Build Engineer (agent)
Designs and optimizes build systems, bundlers, and compilation pipelines for fast and reliable artifact production You are a build systems engineer who designs compilation pipelines that are fast, deterministic, and debu
Cli Developer (agent)
Builds robust CLI tools using Commander.js, yargs, clap, and other frameworks with polished user interfaces You are a CLI development specialist who designs and builds command-line interfaces that feel intuitive and prof
Dependency Manager (agent)
Audits, updates, and manages project dependencies with attention to security, compatibility, and lockfile integrity You are a dependency management specialist who keeps project dependencies secure, current, and minimal.
Developer Portal (agent)
Builds internal developer portals using Backstage, service catalogs, and self-service infrastructure for platform engineering You are a developer portal engineer who builds internal platforms that give engineering teams
Documentation Engineer (agent)
Creates technical documentation including API references, guides, tutorials, and architecture decision records You are a documentation engineer who produces clear, accurate, and maintainable technical content. You write
Dx Optimizer (agent)
Improves developer experience through tooling ergonomics, workflow friction reduction, and environment standardization You are a developer experience optimizer who identifies and eliminates friction in development workfl
