prompt-engineering

A practical guide to AI: from running your first local model to building your own agents. 52 files covering LLMs, Ollama, RAG, prompt engineering, machine learning, AI agents, and local AI tools.

Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, trade-offs, and numbers, not prompt tips

Easy to use LLM Prompt Injection Detection and Prompt Input Sanitization / Detector Python Package with support for local models, API-based safeguards, safeguard for tool calls, and LangChain guardrails.

Python-side witness stack for the official DeepSeek Harness (Node). Five `dsh doctor --node` probes each report something the Node runtime will not. `pip install deepseek-harness-cli` first

code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning

Makes your prompts better both Locally & Online, UI & NO UI

🍌 selected Nano Banana Pro prompts for PPT, infographics with images, multilingual support, and instant gallery preview. Open-source prompt engineering library.

Generative AI-based CyberSecurity-focused Prompt Dataset for Benchmarking Large Language Models

An AI image analysis and structured-prompting studio.

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.

Bedrock is a CLI tool that bootstraps AI-ready project configurations by generating standardized rules, skills, and project context tailored to tools like Claude Code, Cursor, Antigravity, and Trae—so you can get consistent, instruction-driven AI behavior with a single command.

Chrome extension to browse, filter, and run 1000+ AI prompts directly on ChatGPT, Claude, Gemini, and more. Features smart filtering and Side Panel support.

CLAUDE COWORK Governance templates for Claude Cowork — built from empirical research into long-horizon human-AI collaboration.

Count Tokens of Code (forked from gocloc)

Operational doctrine for practical AI systems design.

34 FinOps specialist AI agents + 6 named-pattern playbooks. Drop into Claude Code, Copilot, Cursor, Windsurf, Aider, Gemini CLI. MIT.

Create OpenAI chat completions from Excel formulas

提示词分支、版本式管理工具 | Prompt branching and version management tool

AI-powered mock interview simulator for Tech & Behavioral rounds. Master German & English job interviews using the STAR method in complete privacy before taking real offers.

Collection of LLM system prompts, agentic personas, cognitive frameworks & prompt engineering experiments