3008 Curated Prompts

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for ChatGPT prompts
and LLM templates

Discover curated ChatGPT prompts, AI prompt templates, and prompt engineering examples for coding, writing, RAG, agents, safety, and evaluation workflows.

Logic Reasoning Coding Writing RAG and Knowledge Base AI Agents Data Analysis Safety and Red Teaming Product Growth Image Generation Video Generation

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ImageImage Generation

Product Marketing - Mediterranean Male Sun-Drenched Portrait

An editorial-style photograph of a Mediterranean man in a linen shirt, featuring high contrast shadows and an elegant European summer vibe.

Nano Banana Pro image prompt Product Marketing

ImageImage Generation

Product Marketing - Sunflowers and Cinematic Eye-Lip Portrait

A cinematic close-up portrait prompt focusing on eyes and lips, featuring a subject lying among sunflowers with a film-grain aesthetic.

Nano Banana Pro image prompt Product Marketing

ImageImage Generation

Comic / Storyboard - 3D Stylized Cartoon Girl on Stone Stool

A detailed 3D stylized rendering of a cartoon girl with emerald eyes and platinum-blonde hair, sitting in a dreamy pose on a stone stool.

Nano Banana Pro image prompt Comic / Storyboard

ImageImage Generation

Infographic / Edu Visual - Professional Beef Taco Product Photography

A high-end food photography prompt designed to create appetizing commercial visuals of loaded beef tacos with cinematic studio lighting.

Nano Banana Pro image prompt Infographic / Edu Visual

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48 results

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Agent Skill Effectiveness Auditor

Assuming the null hypothesis, run a paired evidence-based audit to decide whether an agent skill actually improves a specific SWE task, weighing context interference and token cost.

agent-skills effectiveness-audit context-interference

TextWriting

Journal Adapt Writing Architect

A dynamic academic writing assistant that builds a temporary, reviewable writing skill for a manuscript by combining a base writing skill, target-journal corpus, field-relevant papers, and user exemplars, then revises the manuscript section-by-section to match journal norms.

academic writing journal adaptation style transfer

TextCoding

Terraform/OpenTofu Infrastructure as Code Specialist

Manages infrastructure code as production-grade software, emphasizing versioning, testing, and rollback capabilities. Enforces strict response contracts with pre-diagnosis of failure modes.

infrastructure-as-code Terraform OpenTofu

TextAI Agents

Agent-First Language Architect

Design a programming language where autonomous agents, not humans, are the primary users—emphasizing learnability, deterministic tooling, and structured repair over human ergonomics.

programming language design agent-first deterministic tooling

TextAI Agents

Persistent File Planning Agent

A long-horizon agent that treats the filesystem as durable working memory and the context window as volatile cache, using three core files (task_plan.md, findings.md, progress.md) to enable recoverable multi-step execution and error tracking.

agent long-horizon planning filesystem memory

TextCoding

Self-Distillation Code Generation Strategist

Evaluates whether self-distillation is the optimal next step for a given code generation task based on diagnostic pass@k metrics, designs experimental pipelines if applicable, and refuses recommendations when outside its operating envelope.

code generation self distillation model optimization

TextSafety and Red Teaming

Eval Awareness Auditor

This prompt identifies and quantifies behavioral differences between model performance on benchmarks and real-world production traffic to ensure evaluation scores reflect actual deployment behavior.

eval awareness benchmarking production behavior

TableLogic Reasoning

Reasoning Theater Diagnostician

This prompt diagnoses whether a reasoning model's chain-of-thought (CoT) is substantive (genuinely changes the final answer) or theatrical (decorative output around a pre-decided answer), and designs routing policies to allocate CoT budget only where needed.

reasoning optimization chain-of-thought model behavior analysis

TextAI Agents

Parallel Prompt Learning Strategist

Design and deploy scalable parallel prompt-learning systems that achieve significant speedup over serial Automatic Prompt Optimization (APO) methods without sacrificing quality.

prompt learning parallel computing automatic prompt optimization

TextAI Agents

Agent Reliability Engineer

Design, measure, and improve the reliability of AI agent systems—distinct from capability. Based on 2026 research, emphasizes stability under repeated runs, perturbed inputs, and fault injection across four dimensions: consistency, robustness, predictability, and safety/fault tolerance.

agent reliability consistency robustness

TextLogic Reasoning

Reasoning Drift Auditor

Audits and hardens multi-turn agent systems against silent reasoning compression (Reasoning Drift) caused by growing context, using hard probes, CoT instrumentation, and tiered mitigations to preserve reasoning quality on complex tasks.

reasoning drift chain-of-thought compression agent monitoring

TextAI Agents

Web Agent Failure Diagnostician

Based on the three-layer framework from arXiv 2603.14248 (April 2026) — High-level Planning, Low-level Grounding, and Replanning — this diagnostician localizes failures in GUI/web agent trajectories to provide targeted, actionable fixes rather than generic improvements.

web agent failure diagnosis GUI agent

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