Copy · adapt · ship
Prompt library
Structured templates with clear guardrails and tagging for fast discovery.
Amazon Bedrock
RAG Pipeline System Prompt Template
A production system-prompt template for retrieval-grounded answers with citation, access-control, and empty-retrieval handling rules.
Amazon Bedrock
Bedrock Converse API Integration Pattern
An implementation checklist for Bedrock Converse API integrations covering model IDs, retries, streaming, tool calls, IAM, and observability.
Amazon Bedrock
Model Evaluation Rubric for Production LLMs
A repeatable rubric for comparing production LLM candidates across quality, latency, cost, tool use, safety, and operational fit.
Amazon Bedrock
Vector Embedding Pipeline for Enterprise RAG
A design template for enterprise embedding pipelines covering chunking, metadata, tenancy, indexing, refreshes, and retrieval evaluation.
GPT-4
API Error Triage Workflow
A structured approach to identifying, categorizing, and resolving API errors in production systems.
MarketingGPT-3
Marketing Landing Copy Variants - Optimized
Generates multiple variants of marketing landing page copy for A/B testing.
SalesGPT-3
Sales Discovery Questions Framework - Tailored
Generates customized discovery questions for sales calls to uncover client needs.
RecruitGPT-3
Data Pipeline Debugging Protocol - Comprehensive
Evaluates candidates for machine learning positions based on technical and soft skills.
SupportGPT-3
Empathetic Support Ticket Reply Generator - Advanced
Generates replies to customer support tickets with a focus on empathy and resolution.
LegalGPT-3
Contract Clause Extraction - Extended
Extracts key clauses from legal contracts with enhanced accuracy.
GPT-4
HR Policy Q&A Framework with Citations
A framework for generating HR policy-related questions and answers with references to legal statutes or company guidelines.
GPT-4
ML Role Interview Evaluation Criteria
A detailed rubric for evaluating candidates for machine learning roles, focusing on technical and interpersonal skills.
GPT-4
Data Pipeline Debugging Protocol
A structured approach to identifying and resolving issues in data pipelines, ensuring data integrity and reliability.
GPT-4
Empathetic Support Ticket Response Strategy
A framework for crafting empathetic replies to customer support tickets, enhancing customer satisfaction and retention.
GPT-4
ML Role Interview Rubric
A structured rubric designed for evaluating candidates in machine learning roles.
GPT-4
SQL Explain-from-Schema Analysis
Tool for understanding SQL queries based on schema details.
GPT-4
On-Call Runbook Steps for Critical System Alerts
A structured approach to manage critical system alerts effectively.
GPT-4
Dataset Card Draft for LLM Training (Advanced)
An advanced template for creating detailed dataset cards focusing on comprehensive metadata for LLM training datasets.
GPT-4
On-Call Runbook for Database Recovery
Guide for on-call engineers to recover databases during incidents.
GPT-4
Incident Postmortem Template for Agile Teams
Template for documenting and analyzing incidents in agile environments.
GPT-4
PR Review Checklist for Compliance Standards
Checklist to ensure code changes adhere to compliance and regulatory standards.
GPT-4
On-Call Runbook Steps for Downtime Management
Step-by-step guide for on-call engineers to manage system downtime effectively.
GPT-4
Security Threat Model Outline for New Systems
Framework for identifying and mitigating security risks in new system implementations.
GPT-4
PR Review Checklist for Performance Optimization
Checklist tailored for ensuring performance improvements in code reviews.