prompt-engineering

AI Firewall & LLM security toolkit - protect your AI applications from prompt injection, jailbreaks, PII leakage, and adversarial attacks

Must-read papers and blogs about parametric knowledge mechanism in LLMs.

Self-hosted & federated platform for AI IDE/Tools Rules and Commands via WebUI & CLI - Generate, browse, store, share AGENTS.md, CLAUDE.md, and more

Thinking in the Human · Processing in the AI · Truth in the Documentation

⚠️ ARCHIVED: Merged into universal-dev-standards v3.0.0. See https://github.com/AsiaOstrich/universal-dev-standards

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation. Claude Code plugin and MCP server integration.

Spatial prompt engineering through interactive 3D concept graphs

Agent skill that rewrites rough prompts into polished, model-specific prompts — grounded in the official Anthropic prompting guides

See also APPL: https://github.com/appl-team/appl that improves this project. A Python package for writing Language Models prompts in a nested way.

🤫 Token-lean sessions at the harness level. An easy to grasp output style, output-shrinking hooks, and log compression cut both input and output tokens.

PyCrust is a CLI tool that converts Python code to Rust using OpenAI's GPT-3.5 language model for code generation. It provides an easy-to-use interface for converting Python code to Rust code, making it easier for Python developers to leverage Rust's performance benefits.

Collection of Basic Prompt Templates for Various Chat LLMs (Chat LLM 的基础提示模板集合)

Screenplay breakdown & AI prompt-pack studio — import a script, get scenes, elements, bibles, shot lists & a timeline, then export self-executing prompt packs for any LLM and any video/image generator. No API keys.uggested Donation of $30 if you you can to help me keep making these tools.https://ko-fi.com/samwasserman

✨ A customizable copilot-instructions.md ruleset & prompts to guide GitHub Copilot toward secure coding defaults in Java, Node.js, C# and Python. Blocks risky patterns, teaches safe habits.

A collection of atomic notes summarizing Telegram posts from the AI Projects. All content is in Russian.

DeepSeek Harness (DSH) 插件：✨ 提示词一键增强 + 💬 语音识别（说完自动停·云端/本地双引擎）· 附 🔁 服务异常一键重启

Stop agents from designing sloppy UI. Inspired by Impeccable, but without the plugin machinery. Just one SKILL.md file.

Manage AI prompts in your Laravel application in Blade style.

A Claude Code skill that turns vague requirements into production-grade specs — by interviewing you like a senior architect would.

Claude skill for generating and beautifying resumes — 11 print-ready HTML templates, structured data pipeline, three entry flows (beautify / LinkedIn import / chat interview).