Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""
- code-generation
- flow-engineering
- paper-implementations
- state-of-the-art
Repository Index
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Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
- ai-agents
- ai-workflow
- automation
- codex
🪩 Create Disco Diffusion artworks in one line
- creative-ai
- disco-diffusion
- cross-modal
- dalle
[CVPR 2026] PromptEnhancer is a prompt-rewriting tool, refining prompts into clearer, structured versions for better image generation.
- prompt
- prompt-engineering
- prompt-enhancer
- hunyuan
De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional prose. Based on StoryScope (arXiv:2604.03136).
- agent-skills
- ai-writing
- antigravity
- claude-code
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
- large-language-models
- prompt-optimization
- compound-systems
- textual-gradients
One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography.
- agent-skill
- ai-agent
- claude-skill
- editorial-design
🚅 Interactive prompts made simple. Build a prompt like stacking blocks.
- cli
- command-line-tool
- prompts
- customization
15 motion design styles, each made by Claude Opus 5.5 writing code from one prompt: watch the films, copy the prompts, read the full source.
Copy-ready prompts for the leading AI video and image models, each with its real output and source. Plus agent recipes for editing video.
- awesome
- awesome-list
- agents
- ai-video
CLI for SQLite Databases with auto-completion and syntax highlighting
- linux
- syntax-highlighting
- python
- prompt-toolkit
Harness engineering in two books: constraints, query loops, context governance and multi-agent verification in Claude Code and Codex. harness-books.agentway.dev
- agentic-ai
- ai-agents
- ai-engineering
- claude-code
This is an extension based on sd-webui, aimed at improving the user experience of the prompt/negative prompt input box. It has a more intuitive and powerful input interface function, and provides automatic translation, history record, and bookmarking functions. 这是一个基于 sd-webui 的扩展，旨在提高提示词/反向提示词输入框的使用体验。它拥有更直观、强大的输入界面功能，它提供了自动翻译、历史记录和收藏等功能。
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
Toolkit for creating, sharing and using natural language prompts.
A framework for prompt tuning using Intent-based Prompt Calibration
- prompt-engineering
- prompt-tuning
- synthetic-dataset-generation
Image to prompt with BLIP and CLIP
- clip
- pytorch
Practical bilingual AI prompt library for prompt engineering, work, learning, content, marketing, and everyday use.
- ai
- chinese-prompts
- geo
- prompt-engineering
Convert code repos into an LLM prompt-friendly format. Mostly built by GPT-4.
Utilities for implementing a modified pre-order traversal tree in django.
AI 驱动的学术论文配图生成平台。上传论文 → AI 分析内容生成 Prompt → 一键生成高质量科研配图，还有配套的skill可在主流agent中使用
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
- graph-structures
- graphs
- large-language-models
- llm
Concatenate a directory full of files into a single prompt for use with LLMs
A modular, stack-agnostic toolkit for AI coding agents to autonomously find, reproduce, and patch vulnerabilities.