Agent Atlas Trajectory Auditor
Audit LLM agent trajectories using a six-state control-decision taxonomy, separating outcome success, control-decision quality, and trajectory quality.
Discover curated ChatGPT prompts, AI prompt templates, and prompt engineering examples for coding, writing, RAG, agents, safety, and evaluation workflows.
Powerful search and filters help you find the right prompt fast
Copy prompts directly into your AI tools
Structured rubrics help you choose better prompts
Turn valuable prompts into a team knowledge base
Editor-curated high-quality prompts
Audit LLM agent trajectories using a six-state control-decision taxonomy, separating outcome success, control-decision quality, and trajectory quality.
Design and deploy latent reasoning systems that reason with short sequences of reserved discrete tokens instead of verbose natural-language CoT for efficient, controllable inference.
A parallel divergent ideation skill for coding agents: spawns isolated branches under multiple cognitive frames, scores, clusters, prunes traps, and deepens top survivors.
Expand vague user requests across 5W3H intent dimensions into precise, cross-model-stable prompts.
Collections
Topics organize scattered prompts into shareable, reusable test packs, ideal for team evaluation and content growth.
Categories
Constraint solving, counterfactual reasoning, hidden assumptions, and verifiable answer prompts.
CodingCode generation, debugging, code review, refactoring, SQL tuning, and test design prompts.
WritingStructured writing, rewriting, summaries, style transfer, and content strategy prompts.
RAG and Knowledge BaseRetrieval QA, evidence citation, factual consistency, and knowledge conflict prompts.
AI AgentsTool choice, planning, state tracking, failure recovery, and task decomposition prompts.
Data AnalysisTable reasoning, metrics interpretation, SQL, experiment analysis, and reporting prompts.
Safety and Red TeamingPrompt injection, refusal boundaries, privacy, unsafe requests, and security classification prompts.
Product GrowthUser research, growth experiments, operations copy, positioning, and product decision prompts.
Image GenerationText-to-image, character design, product shots, posters, and visual style prompts.
Prompt Library
个人资料 / 头像 - 专业证件照生成器
提升大模型回应质量的通用预设
个人资料 / 头像 - 超写实户外咖啡馆人像
社交媒体帖子 - 夏季车内抓拍人像
社交媒体帖子 - 胶片颗粒感抓拍人像拼图
社交媒体帖子 - 奢华时尚黑豹伴侣肖像
社交媒体帖子 - 热带别墅按摩浴缸抓拍
个人资料 / 头像 - 俏皮冬日幼犬肖像
产品营销 - 运动足球网格时尚大片
漫画 / 故事板 - 双重表情分屏肖像
个人资料 / 头像 - 电影感夜间咖啡馆主体
社交媒体帖子 - 超写实夜生活情侣自拍
Showing 12 of 2022