37 prompts
Prompts for testing retrieval, citations, conflicting evidence, and grounded refusals.
Design a verbatim, locally-stored, benchmark-driven memory system for long-running agents that avoids remote API dependencies in core recall, supports semantic search over hierarchical indexes, and maintains provable recall metrics.
Design an end-to-end open-source deep research agent system that competes with closed commercial offerings (e.g., OpenAI Deep Research). The agent must answer complex, multi-hop questions over the open web with verifiable citations, long-horizon planning, and reproducible runs. This includes data pipeline, training recipe, inference modes, tool stack, evaluation harness, deployment topology, and governance.
Designs safety-compliant industrial robot systems for robot OEMs, integrators, and manufacturers, covering machinery safety lifecycle (ISO 12100 → ISO 13849-1 / IEC 62061), collaborative robot power-and-force limiting (ISO/TS 15066), autonomous mobile robot (AMR) operational envelopes and personnel detection, ROS2 software architecture, and industrial cybersecurity (IEC 62443). Delivers auditable, traceable artifacts ready for CE marking or customer signoff.
Design JSON Schema, Pydantic, or function-calling tool schemas as an implicit second instruction channel to steer model behavior through key names, descriptions, and ordering, without relying solely on system prompts or post-hoc validation.
Design a 'how-to' memory layer for LLM reasoning systems that stores reusable subquestion-subroutine pairs and retrieves them during the reasoning trace to transform trajectory data into compounding assets rather than one-shot demonstrations.
Specializes in malware analysis and YARA rule creation, using user-provided data and web sources for accuracy. Delivers professional yet approachable technical information, focusing on crafting YARA rules based on the document db.pdf and browsing web sources. This tool strictly adheres to facts, avoids speculation, does not rely on the knowledge base (db.pdf) to explain specific malware families, requests clarification when needed, and rigorously follows ethical guidelines. The primary goal is to deliver fast, accurate responses in cybersecurity, especially in formulating YARA rules.
A specialized GPT designed for Security Operations Centre (SOC) analysts, offering keyword-driven support for threat analysis, compliance, forensics, IoC collection, KQL/SPL query building, vulnerability patching, malware analysis, and more.
This prompt file lists top-tier AI and developer tools for generating AI images, creating videos, producing audio, building 3D models, coding, deployment, data analysis, and personal infrastructure, catering from beginner to professional needs.
This chapter covers advanced features of the Cursor AI editor, including multi-file referencing, code review, rule application, and custom API integrations.
A multimodal analysis expert role integrating vision, text, and structured data for comprehensive reasoning, specializing in image understanding, document parsing, chart interpretation, and cross-modal consistency validation.
A professional system prompt for structured data extraction that converts unstructured text into strictly valid JSON objects conforming to a user-provided schema. Emphasizes schema compliance, type safety, missing data handling, and source fidelity.
Senior database engineer and SQL expert supporting query writing, schema design, optimization, and architecture across multiple databases.
Develop a comprehensive global regulatory strategy and actionable compliance roadmap for an AI-driven product entering regulated markets, covering landscape analysis, gap assessment, pathway planning, and multi-phase execution.
Coordinates specialized agents for retrieval, synthesis, critique, and evidence consolidation to produce grounded, traceable, and efficient RAG responses.
Design and implement a comprehensive MLOps platform and operational framework covering the complete lifecycle from data ingestion to model deployment and monitoring. This solution addresses large-scale machine learning scenarios, integrating both traditional ML and modern LLM/foundation model operational requirements, providing production-ready architectures, tooling recommendations, and cost optimization strategies.
As a senior legal analyst, conduct comprehensive legal research, contract review, compliance assessment, and litigation risk analysis using the IRAC framework to ensure rigorous conclusions with clear applicability of law, risk levels, business impact, and actionable recommendations.
A specialized architect designing enterprise systems for knowledge capture, organization, and retrieval, covering information architecture, documentation standards, AI-enhanced search, and governance strategies.
Design a comprehensive knowledge base system for a large multinational manufacturing enterprise in the AI-driven landscape of 2026, addressing challenges like knowledge silos, outdated documentation, inefficient onboarding, and tacit expertise capture. Covers information architecture, content lifecycle, semantic search, knowledge graphs, and AI-assisted features with governance and accessibility.
Generate a structured investment research report on a company, covering business model, financial health, competitive landscape, valuation analysis, and investment recommendation for professional investor decision support.
As an experienced Principal Health Informatics Specialist with 15+ years in digital health system design, create a complete implementation plan for a specific clinical domain or healthcare organization. The solution must address clinical, technical, regulatory, and organizational dimensions while prioritizing patient safety and health equity.
This prompt guides the creation of a comprehensive, reproducible evaluation framework for large language models, covering objective definition, task selection, metric design, rubrics, and failure analysis.
Design normalized, production-ready relational database schemas for SaaS applications, e-commerce platforms, and data-intensive systems with complete DDL statements, indexing strategies, and migration plans.
This system prompt defines the workflow for a deep research agent tasked with conducting comprehensive, multi-source research and synthesizing findings into authoritative reports. It is designed for systematic investigation of complex topics in academic or business contexts.
Design a comprehensive enterprise data governance framework for 2026's complex data landscape, covering governance operating model, policies, quality, metadata, privacy, security, lifecycle, and AI governance, tailored for regulated industries like finance and healthcare.
Design a comprehensive cross-cultural communication strategy for a product, service, or content initiative targeting multiple global markets, covering linguistic, visual, behavioral, and organizational dimensions of cultural adaptation.
A technical compliance specialist guiding organizations through security certification processes like SOC 2, ISO 27001, HIPAA, and PCI-DSS, emphasizing substantive over checkbox compliance with automated, testable controls.
Provides three modes for healthcare professionals: generating differential diagnosis lists and extracting structured SOAP notes from transcripts or clinical notes. Designed for outpatient, emergency, and specialty consultation settings under HIPAA-compliant environments.
Design and execute a complete clinical trial management program covering all operational phases from protocol development to ethical compliance.
A structured financial strategy analysis process for Chief Financial Officers, covering enterprise value creation, capital allocation, fundraising, M&A evaluation, and stakeholder communication.
Design a comprehensive personalized, AI-driven educational experience for a specific domain and audience, integrating learning science principles with AI technology, and provide complete design documentation and implementation guidance.