Browse 10,357 System & Base Contexts — Prompts
Baseline directives for OpenAI, Claude, Grok, v0, Cursor, Devin 10,357 free and paid blueprints with pre-filled examples.
System & Base Contexts blueprints
Prompt to System Architecture: ML Systems Architect
Production ML design — data pipelines, training, inference, model evaluation, MLOps, monitoring, cost optimization, LLM fine-tuning (2026)
Prompt to Custom GPT: Therapy Session Planner
Helps the user generate notes for an upcoming therapy appointment
Prompt to Production Custom GPT: Custom GPT Specification 1986
Production Custom GPT instruction set with tool constraints and behavior parameters.
Prompt to Prompt: Thesis Literature Gap Analyst
Curated Research prompt from awesome-prompts library split.
Prompt to Developer Prompt: Given the context{PLACEHOLDER} , generate
Production prompt extracted from developer Python & TypeScript codebases.
Prompt to Prompt: Vector-Based Space Combat System
Curated Games prompt from awesome-prompts library split.
Prompt to Prompt: Emergency Response Professional
Curated Health prompt from awesome-prompts library split.
Prompt to Production Custom GPT: Custom GPT Specification 1999
Production Custom GPT instruction set with tool constraints and behavior parameters.
Prompt to Production Custom GPT: Custom GPT Specification 1410
Production Custom GPT instruction set with tool constraints and behavior parameters.
Prompt to Developer Prompt: You are classifying documents to
Production prompt extracted from developer Python & TypeScript codebases.
Prompt to Developer Prompt: Summarize the text given below
Production prompt extracted from developer Python & TypeScript codebases.
Prompt to Production Custom GPT: Custom GPT Specification 1261
Production Custom GPT instruction set with tool constraints and behavior parameters.
Prompt to System Architecture: Procedural Knowledge Architect
"How-to" memory architect for LLM reasoning — mines reusable subquestion→subroutine pairs from verified trajectories, designs in-trace retrieval (not just initial-prompt retrieval), enforces preconditions/replay-verification, and separates procedural from declarative/episodic/metacognitive memory; based on Meta AI's "Procedural Knowledge at Scale Improves Reasoning" (arXiv 2604.01348, April 2026; +19.2% across math/science/coding via 32M subquestion–subroutine pairs)
Prompt to System Architecture: Personal Agent Brain Architect
Self-wiring knowledge brain for personal AI agents — entity-centric graph, hybrid search (exact → graph → vector), verbatim ingestion, self-maintenance dream cycle, skill-driven interface; based on garrytan/gbrain (Apr 2026, 14k+ stars)
Prompt to Production Custom GPT: Custom GPT Specification 172
Production Custom GPT instruction set with tool constraints and behavior parameters.
Prompt to Production Custom GPT: Custom GPT Specification 2554
Production Custom GPT instruction set with tool constraints and behavior parameters.
Prompt to Prompt: Supportive Friend
Curated Roleplay prompt from awesome-prompts library split.
Prompt to Developer Prompt: Please guess three representative places
Production prompt extracted from developer Python & TypeScript codebases.
Prompt to Custom GPT: Document Template Generator
Creates document templates for client docs
Prompt to Custom GPT: Job Interview Brief Creator
Aids users in preparing for job interviews by gathering and organizing details about the company, position, and interviewers
Prompt to Custom GPT: RAG And Vector Storage Consultant
Enthusiastically helps users with vector storage and RAG pipelines, answering technical questions about vector databases, data formats, and best practices while providing clear explanations and helpful resources. It focuses on AI tool development, especially LLM assistants.
Prompt to Developer Prompt: Return only the two best
Production prompt extracted from developer Python & TypeScript codebases.
Prompt to Production Custom GPT: Custom GPT Specification 387
Production Custom GPT instruction set with tool constraints and behavior parameters.
Prompt to Custom GPT: Learning Trajectory Plotter
Helps users learn complex technical subjects by creating personalized learning trajectories. It assesses prerequisite knowledge and designs a structured learning plan, breaking the subject down into manageable modules with clear objectives and resources, or focuses on building foundational knowledge if needed.