The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

🔬 Harness Vibe Research with Self-evolving AI Scientists

The Tavily Python SDK allows for easy interaction with the Tavily API, offering the full range of our search, extract, crawl, map, and research functionalities directly from your Python programs. Easily integrate smart search, content extraction, and research capabilities into your applications, harnessing Tavily's powerful features.

📈 TrendsGPT: An AI-powered tool harnessing OpenAI's GPT-4 to automate market research and data analysis. Fetches trending topics from Reddit, analyzes sentiment, extracts insights, fact checks on google trends and recommends creative content.

Open-source watermark segmentation by DiffusionDynamics.ai and clear.photo. Harness deep learning plus synthetic data augmentation in PyTorch to detect logos/text precisely. This minimal code references top research for robust, adaptable watermark removal.

Research agents harness

SAW — SAFe Agentic Workflow AI Agent Harness for Multi-Agent Team Workflows Built on SAFe methodology (Scaled Agile Framework), adapted for AI agent teams. Works for any team with repeatable processes: Software, Marketing, Research, Legal, Operations.

Harness the power of Retrieval-Augmented Generation with the Personal AI Assistant, an innovative tool designed to extract and synthesize information from web and PDF sources efficiently. This cutting-edge solution transforms complex data into concise, actionable insights, making it indispensable for researchers and professionals alike.

MOTO - Autonomous ASI Deep Research Harness by Intrafere - creative novelty-seeking mathematics researcher for S.T.E.M. users, run for days at a time once pressing start - no interaction needed! MOTO uses simultaneous agents working in parallel from either local host LM studio, OpenRouter, or both. No internet required! Star us, more to come soon!

TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative dual-orthogonal Transformer encoder architecture with a crossover mechanism, and employing a unique IIF mask strategy (KDD 2024, main research track).

Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, experiments, and iterates until it finds a solution or tells you what it learned.

Delta believes in building technical capacity all over the world. We believe that data is powerful, and that anybody should be able to harness it for change in their community. As part of this mission, we make many resources publicly available to researchers, students and non-profits.

CVE hunting harness for Claude Code - 20 skills, 5-agent team, systematic vulnerability research with false positive elimination

This experimental project harnesses the OpenAI API to enable coaches and athletes to query data from FIT files stored in an SQL database using natural language, while also integrating relevant research papers for added context. The goal is to create a more accessible and user-friendly interface for analyzing and understanding training data.

Research Harness for Claude Code. Keep your agent grounded in context, not lost in vibe coding.

Grade repositories on engineering safeguards for safe AI-assisted development. Based on DORA 2025, OpenAI Harness Engineering, and SlopCodeBench research.

The high quality agentic ai Solana harness ✨ like openclaw 🦞 but specialized for Solana 👽 make trading bots, launch bots, build strategies, trade prediction markets and do research. Made with bun, solana/kit 6, Svelte, Helius, and more. Very gud tek 🤌🏼

Give any AI Agent professional-grade deep research capabilities. An MCP (Model Context Protocol) server that performs real-time deep research across 5 data sources, evaluates source credibility with the CRAAP framework, cross-verifies findings, and generates professional reports

This course introduces methods for harnessing data to answer questions of cultural, social, economic, and policy interest. We will start with essential notions of probability and statistics. We will proceed to cover techniques in modern data analysis: regression and econometrics, design of experiments, randomized control trials (and A/B testing), machine learning, data visualization. We will illustrate these concepts with applications drawn from real world examples and frontier research. Finally, we will provide instruction on the use of the statistical package R, and opportunities for students to perform self-directed empirical analyses. Students taking the graduate version will complete additional assignments. No prior preparation in probability and statistics is required, but familiarity with basic algebra and calculus is assumed.

Markdown-native chat UI and agent harness for automating research and knowledge workflows.

AI writes the code. pwnkit hacks it. Open-source agentic harness for autonomous security research.

🐍PyFusion🐍 is an open-source Python project designed to seamlessly integrate and streamline diverse data sources. 👨‍💻With PyFusion, developers can effortlessly merge, analyze, and visualize data from multiple origins, making it an invaluable tool for data scientists, researchers, and developers aiming to harness the full potential of their data

The OPSINT-Nuclei Chrome extension harnesses the power of Nuclei's Command-Line Interface (CLI) API to provide users with essential operational security (OPSEC) information directly within their web browser. Designed for cybersecurity professionals, researchers, and anyone concerned about their online privacy.

Harnessing AI in Research, Data Science, and Coding

Code reproducing the numerical results in Section 7 of the research article "Harnessing Uncertainty for a Separation Principle in Direct Data-Driven Predictive Control"

Research workspace on harness engineering, coding-agent shells, and automation workflow systems.

A test harness for the evaluation of Large Language Model (LLM) Retrieval Augmented Generation (RAG) for Humanities & Social Science (HASS) research. ATLAS is a deliverable of the AI as Infrastructure (AIINFRA) project.

A regex(3) test harness created by Glenn Fowler <gsf@research.att.com> but no longer available at research.att.com

A curated list of resources, guides, and tools for building with DeerFlow – ByteDance’s open‑source SuperAgent harness for deep research and multi‑agent workflows.