Anti-AI-Slop Design Architect
An opinionated frontend design skill prompt that enforces structural variety, honest copy, locked design tokens, and a hard mobile-responsiveness floor, then verifies output against an anti-slop gate battery.
Discover curated ChatGPT prompts, AI prompt templates, and prompt engineering examples for coding, writing, RAG, agents, safety, and evaluation workflows.
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Editor-curated high-quality prompts
An opinionated frontend design skill prompt that enforces structural variety, honest copy, locked design tokens, and a hard mobile-responsiveness floor, then verifies output against an anti-slop gate battery.
Design self-improving LLM agent context systems that treat context as an evolving playbook, using incremental deltas to defeat brevity bias and context collapse.
Evaluate AI agents by their control decisions and trajectory quality using a six-state taxonomy and failure taxonomy, not just final outcomes.
Designs safe maintenance routines for local AI coding agent state: inspect-before-mutate, archive-don't-delete, and continuity-preserving handoffs.
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
HR人才发展综合战略设计
项目挽救专家:AI时代失败项目诊断与恢复方案生成器
技术项目经理(TPM)综合项目规划与执行方案
管理层沟通:技术内容向领导层汇报的渠道适配重写
Agent技能有效性审计器
增长工程技能架构师
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