Framework for evaluating and improving agents
The first exam for code agents in the physical world: frozen robot tasks from many benchmark suites, each answered with a program and verified in a separate sandbox. Runs on Harbor.
Official community continuation of Harbor's vision
An open source trusted cloud native registry project that stores, signs, and scans content.
Beautiful native macOS download manager for direct links, magnets, and torrents.
Example: project-local verification skill + large-app feature map (fictional Atlas / Harbor Labs)
Measuring and evolving with the frontier of agent work
Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub
How many bugs can LMs find & fix in large codebases?
Fork of YXBwbWFya2V0/AppMarket - KMP cross-platform app store (Android/Desktop) with F-Droid source and signature-gated updates
Bulk, end-to-end provisioning of Token Harbor (tokenharbor.ai) accounts and API keys through temp-email.dev disposable inboxes. Playwright-driven, MIT, no CI.
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
The helm chart to deploy Harbor
Terminal-Bench-Science: Evaluating AI agents on research workflows across scientific domains
RL-training knowledge-work agents on APEX-Agents data with SkyRL + Harbor
Self-hosted employee onboarding, policy learning, and assessment platform.
A powerful file management LuCI App for OpenWrt.
Local-first Codex session backup, verified cleanup, restore, and reviewed cross-device context for macOS and Windows.
Privacy-focused Android work-profile manager using standard DevicePolicyManager APIs, with optional Shizuku tools.
Auto create accounts, generate API keys, and activate free models on TokenHarbor
PaperBench High-Difficulty and Expanded Tasks: paper reproduction beyond machine learning. 93 tasks in 12 research areas, run in domain-native software and graded by clean replay. 12 public tasks.
一款开源、可自托管的远程会议系统,提供 macOS 客户端、Web 管理后台、LiveKit 实时音视频及 Docker 一键部署。
🌊 Evaluation infrastructure for self-evolving agents, on the Harbor task standard.
Secure persistent remote Chromium desktop powered by Selkies, WebRTC, WebSocket, SOCKS5 and TURN.
Backfort is a secure Linux backup and disaster recovery tool for files and Docker Compose. Create encrypted, compressed, verifiable backups with age, GPG, Minisign, rclone, S3-compatible storage, retention policies, database dumps, atomic publishing, safe restore, watchdog checks, and instant recovery workflows for servers.
BoundaryBench: benchmark coding-agent harnesses (Claude Code, Codex, Terminus 2, Grok) on Terminal-Bench tasks under hardened NIST-derived sandbox policies. Inspect AI + Harbor compatible.
Laraship: one-command Laravel and Filament deployment for Ubuntu. A Bash script that sets up isolated Docker containers per site, a shared nginx reverse proxy with Let's Encrypt SSL, PostgreSQL or MySQL (containerized or native), Redis, cron and Basic Auth. Includes lifecycle tools and an end-to-end bats test suite with CI.
Acronis Cyber Protect Premium for Windows — the complete professional build with every module enabled: system management, optimization, and daily productivity, no edition limits after install.
Package manager for AI agent assets — 42 skills, 5 CLIs, 1 plugin. Skills for AI/LLM agent engineering, eval-driven dev, spec-driven dev, database (MySQL/PG/Redis/Kafka/Mongo/Oracle/NL2SQL), K8s/Docker diagnostics, infra ops (Dify/Nexus/Harbor/SonarQube) & docs/patent. Runtimes: Codex, Claude Code, Cursor, Kiro, DSH.
Universal Bash watchdog for monitoring websites, HTTP endpoints, TCP ports, and command-based services. Configure checks, retries, timeouts, state tracking, cooldowns, remediation commands, and failure/recovery hooks in YAML. Runs safely as a one-shot Linux check from cron or systemd without eval-based command execution.
A focused GitHub desktop workspace for notifications, issues, pull requests, Actions, repository discovery, and an optional repository-aware agent.
DeepSeek Harness (DSH) plugin: a read-only ledger for the plugins you already have installed — a capability inventory with file:line evidence, declared-vs-detected reconciliation, cross-profile version drift, and a diff of what changed since the last scan.