prompt-optimizer and promptulate

prompt-optimizer
72
Verified
promptulate
65
Established
Maintenance 25/25
Adoption 10/25
Maturity 16/25
Community 21/25
Maintenance 10/25
Adoption 16/25
Maturity 25/25
Community 14/25
Stars: 24,228
Forks: 2,893
Downloads: —
Commits (30d): 81
Language: TypeScript
License: —
Stars: 592
Forks: 39
Downloads: 310
Commits (30d): 0
Language: Python
License: Apache-2.0
No Package No Dependents
No risk flags

About prompt-optimizer

linshenkx/prompt-optimizer

一款提示词优化器，助力于编写高质量的提示词

Supports multi-model LLM backends (OpenAI, Gemini, DeepSeek, etc.) with dual optimization modes for system and user prompts, plus advanced testing via context variables, multi-turn sessions, and function calling. Available as web app, desktop client, Chrome extension, Docker container, and MCP server for Claude Desktop integration—with client-side data processing and optional password protection for secure deployment.

About promptulate

Undertone0809/promptulate

🚀Lightweight Large language model automation and Autonomous Language Agents development framework. Build your LLM Agent Application in a pythonic way!

Leverages litellm for unified model abstraction, supporting 25+ providers (OpenAI, Anthropic, Gemini, local Ollama, etc.) through a single `pne.chat()` interface. Provides specialized agent types (WebAgent, ToolAgent, CodeAgent) with atomized planners, lifecycle hooks for custom code injection, and converts Python functions directly into tools without wrapper boilerplate. Integrates LangChain tools, includes prompt caching, streaming/async support, and Streamlit components for rapid prototyping.

Related comparisons

prompt-optimizer and CoolPrompt prompt-optimizer and AutoPrompt prompt-optimizer and promptimal prompt-optimizer and PromptAgent prompt-optimizer and promptolution prompt-optimizer and THE_META_PROMPT

Scores updated daily from GitHub, PyPI, and npm data. How scores work