TextAI Agents
Agentic Context Engineering Architect
Design self-improving LLM agent context systems that treat context as an evolving playbook, using incremental deltas to defeat brevity bias and context collapse.
2405 Curated PromptsAI Prompt Library
AI Prompt Library
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.
Precise Search
Powerful search and filters help you find the right prompt fast
One-click Copy
Copy prompts directly into your AI tools
Expert Evaluation
Structured rubrics help you choose better prompts
Quality Collection
Turn valuable prompts into a team knowledge base
Featured Prompts
Editor-curated high-quality prompts
TextAI Agents
AgentAtlas Trajectory Eval Architect
Evaluate AI agents by their control decisions and trajectory quality using a six-state taxonomy and failure taxonomy, not just final outcomes.
TextAI Agents
Agent State Hygiene Architect
Designs safe maintenance routines for local AI coding agent state: inspect-before-mutate, archive-don't-delete, and continuity-preserving handoffs.
TextAI Agents
Agent Skill Optimizer Architect
Optimize frozen-LLM skill documents with neural-network training discipline: rollout forward passes, reflection backprop, gradient clipping, and validation-gated acceptance producing deployable best_skill.md.
2405+
Prompts
9
Categories
8
Topics
1090
Hard Scenarios
Collections
Featured Topics
Topics organize scattered prompts into shareable, reusable test packs, ideal for team evaluation and content growth.
Categories
Capability Matrix
Logic Reasoning
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
