Alternatives

Prompt Engineering Guide alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Prompt Engineering Guide

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

100
Quality
100
Trust
75K
Stars
#1

Haystack

Similarity 142Trust 100Excellent 100

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

25K starsJun 5, 2026 pushdataMDXRAG
$ npx skills add deepset-ai/haystack
#2

Agentic RAG For Dummies

Similarity 141Trust 100Excellent 100

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

3.4K starsMay 17, 2026 pushdataJupyter NotebookRAG
$ npx skills add GiovanniPasq/agentic-rag-for-dummies
#3

CV

Similarity 136Trust 100Excellent 100

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

22K starsApr 27, 2026 pushdataJupyter NotebookRAG
$ npx skills add AccumulateMore/CV
#4

Potpie

Similarity 134Trust 100Excellent 100

Spec-driven development for large codebases

5.4K starsJun 8, 2026 pushdataPythonRAG
$ npx skills add potpie-ai/potpie
#5

GenAI Showcase

Similarity 133Trust 100Excellent 100

GenAI Cookbook

4.2K starsMay 22, 2026 pushdataJupyter NotebookRAG
$ npx skills add mongodb-developer/GenAI-Showcase
#6

EvoAgentX

Similarity 133Trust 100Excellent 100

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

3.1K starsMay 24, 2026 pushdataPythonRAG
$ npx skills add EvoAgentX/EvoAgentX
#7

Awesome Llm Apps

Similarity 129Trust 100Excellent 100

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

114K starsJun 3, 2026 pushdataPythonRAG
$ npx skills add Shubhamsaboo/awesome-llm-apps
#8

Graphiti

Similarity 128Trust 100Excellent 100

Build Real-Time Knowledge Graphs for AI Agents

27K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti
#9

Coze Studio

Similarity 128Trust 100Excellent 100

An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.

21K starsApr 20, 2026 pushdataTypeScriptRAG
$ npx skills add coze-dev/coze-studio
#10

WeKnora

Similarity 127Trust 100Excellent 100

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

16K starsJun 5, 2026 pushdataGoRAG
$ npx skills add Tencent/WeKnora
#11

SurfSense

Similarity 127Trust 100Excellent 100

An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9

14K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add MODSetter/SurfSense
#12

Deeplake

Similarity 127Trust 100Excellent 100

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

9.2K starsMay 21, 2026 pushdataC++RAG
$ npx skills add activeloopai/deeplake
#13

Pyspur

Similarity 126Trust 100Excellent 100

A visual playground for agentic workflows: Iterate over your agents 10x faster

5.7K starsMay 25, 2026 pushdataTypeScriptRAG
$ npx skills add PySpur-Dev/pyspur
#14

AdalFlow

Similarity 125Trust 100Excellent 100

AdalFlow: The library to build & auto-optimize LLM applications.

4.2K starsMay 29, 2026 pushdataPythonRAG
$ npx skills add SylphAI-Inc/AdalFlow
#15

Langroid

Similarity 125Trust 100Excellent 100

Harness LLMs with Multi-Agent Programming

4.0K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add langroid/langroid
#16

LazyLLM

Similarity 125Trust 100Excellent 100

Easiest and laziest way for building multi-agent LLMs applications.

3.8K starsJun 7, 2026 pushdataPythonRAG
$ npx skills add LazyAGI/LazyLLM

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Prompt Engineering Guide if it already passes your workflow test and repository review.

Next step

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Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.