Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.
[NeurIPS 2026] Safety failures in coding agents and frontier LLMs. Reproducible workspaces for studying when AI agents generate unsafe data during task completion.
Production-grade C++ edge AI engine for video analytics and on-device VLM across Sophon, Rockchip RKNN, and x86, with visual orchestration, real-time OSD, events, and reproducible benchmarks.
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.
Say It Simply, Test It Properly. Agent-powered strategy research with independent ledger checks and reproducible reports.
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Native R and Python sample-deletion robustness for omics: candidate certificates, minimum deletion bounds, Bioconductor model refits and donor-level pseudobulk
Claude re-derived a published one-loop quantum gravity calculation step by step: 18 tasks, 183 pages of derivations, 38 reproducible checks. It found a sign error and a missing term; the physical conclusion survived.
FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
Reproducibility materials for reliability-aware tennis groundstroke profiling from monocular 3D human recovery
TEIN AI: the final glossy facial-performance mask workflow, with animated examples and reproducible setup.
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Autonomous five-seat AI science rig: reproducible exoplanet transit detection on NASA Exoplanet Archive data, with Solana mainnet provenance anchoring.
Research and reproducible firmware tools for Sony A7C II (ILCE-7CM2).
AI data analyst for transparent, reproducible analysis. Works step by step in Python, verifies the evidence behind its reports, and supports a wide selection of models, including local open-weight models.
A workflow language for data-driven computational pipelines
An elegant and beautiful premium Android app manager with Root and Shizuku support, a built-in terminal, analytics, virustotal, debloat, stats and various other features with a custom theme engine, developed with purely custom UI design and reproducible build.
Sionna: An Open-Source Library for Research on Communication Systems
AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.
r0crawl_skills is a massive reverse-engineering skill arsenal for web, Android, iOS, Frida, native binaries, protocols, malware, firmware, and anti-analysis—built for beginners, tuned for pros, and engineered for reproducible results.
Agentic quant research workbench with CSV data inspection, local Codex and compatible APIs, predictive models, independent reviews, and reproducible backtests.
A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent review, quality gates, adversarial QA, and replication protocols.
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
Executable, measurable, and reproducible AI4AI toward recursive self-improvement. Home of OpenMLE and Frontis-MA1.
ReviewBench is an open, reproducible benchmark for evaluating AI code review systems on real-world pull requests.
Experimental Mesa/PanVK for Mali-G720 on Android Kbase/CSF — native Vulkan driver research, public beta builds and reproducible source provenance.
An installable Hermes Agent plugin pack for AI power users: unified provider quotas, stalled-tool control, reasoning and iteration budgets, session appearance, pinning, scrolling, opaque composition, memory review, and RSS Reader. Reproducible SHA-pinned plugins for Hermes desktop and CLI workflows.
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
Fast, Declarative, Reproducible, and Composable Developer Environments using Nix
📦 CMake's missing package manager. A small CMake script for setup-free, cross-platform, reproducible dependency management.
JSCAD is an open source set of modular, browser and command line tools for creating parametric 2D and 3D designs with JavaScript code. It provides a quick, precise and reproducible method for generating 3D models, and is especially useful for creating ready-to-print 3D designs.
libfaketime modifies the system time for a single application
High-performance extensible build system for reproducible multi-language builds.
Persistent AI companions on Box, powered by Pi. Simple web, durable execution, reproducible local development.
A platform for reproducible world model research and evaluation
🏕️ Reproducible development environment for humans and agents
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Pure and reproducible nix overlay of binary distributed rust toolchains
Hermit launches linux x86_64 programs in a special, hermetically isolated sandbox to control their execution. Hermit translates normal, nondeterministic behavior, into deterministic, repeatable behavior. This can be used for various applications, including replay-debugging, reproducible artifacts, chaos mode concurrency testing and bug analysis.
CommerceAgentBench: Benchmarking Long-Horizon Agents in High-Fidelity, Stateful, and Reproducible Replicas of Real Online Services
Presentation-Ready Data Summary and Analytic Result Tables
Anserini is a Lucene toolkit for reproducible information retrieval research
🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.
Build and distribute Linux packages from sources in an automatic, consistent and reproducible way #obs
Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"
Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.
A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.
Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation
Gymnasium environments for NES Mario games, with task metadata, reward instrumentation, and reproducible evaluation interfaces.
Local-first visual generation runtime and studio for people and coding agents, with reproducible image and video workflows across multiple providers.
A research tool for the Iterated Prisoner's Dilemma
Reproducible, static, curl binaries for Linux, macOS and Windows
Observer Patch Holography is a working, mathematically explicit approach to reconstructing physics from observers. Its executable model connects local repair to quantum measurements, clocks, and smooth effective spacetime, bringing a unified account of physics within reach.
Declarative and reproducible Jupyter environments - powered by Nix
A workflow for reproducible and open scientific articles
RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.