Open-source local implementation of MiniMax H3 Context-IR. Turn simple prompts into structured, validated H3 video briefs.
CLI toolchain for compiling, validating, packaging, and publishing Prompd prompts
Free, open-source prompt compiler: layman brief → expert anti-AI-slop prompt for frontend, Elementor, widgets & WordPress/Woo plugins. Learns from feedback.
Prompt optimization and benchmarking for local LLMs: picks the right prompt technique for your task and measures it on Ollama. DSPy-compatible.
Deterministic compiler for cost-aware prompt optimization.
Starter projects and examples for Contextify.
Improve and optimize your prompts in Claude Code. /sharpen is a prompt compiler — it rewrites a rough prompt into a denser, higher-yield one; /gosharp runs any task under that same discipline (restate intent, plan, apply task-type amplifiers, self-critique). Lightweight, explicitly invoked, model-first.
Contextify SDK for Python and TypeScript.
AI-native input prompt optimizer. Compress and restructure prompts into lean schema-anchored representations.
The Prompt Operating System — composable, versioned, testable prompts as first-class engineering artifacts
Open-source Prompt Engineering Platform with compiler, linter, diagnostics, SDKs, CLI, MCP, and VS Code integration.
AI 生图 Skill：复古博物档案风编辑海报提示词编译器（巨型标题+居中标本+印刷质感）· Image-generation prompt compiler
Prompt Better helps you give Codex clearer instructions—and privately checks whether the resulting work stayed within scope.
Contextify hook adapters for Claude Code, Cursor, Codex, and Copilot.
Decentralized Markdown prompt compiler for LLM skills: URL imports, deterministic builds, cross-language outputs, and AI build work orders. | 去中心化的 Markdown Prompt 编译器：URL 导入、确定性构建、跨语言输出与 AI 构建工作单。
Contextify Model Context Protocol server.
Add a description, image, and links to the prompt-compiler topic page so that developers can more easily learn about it.
To associate your repository with the prompt-compiler topic, visit your repo's landing page and select "manage topics."