OPAL: a reactive optimizer. A coding agent rewrites the optimizer while your model trains.
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HexaShell: a thin harness in which a coding agent drives a robot from RGB images and writes its own tools; frozen tools for the 42 RoboDojo tasks
Open-source marketing system, designed for coding agents.
HelixHarness 提供完整的 AI Coding 工程化基础能力，还支持不同企业和团队结合自身的业务知识、工程规范和研发流程，持续构建和演进属于自己的专属 Harness
High-assurance AI data visualization IDE & analytics workbench. Natural language to charts with local ground-truth table verification.
INGInious is a secure and automated exercises assessment platform using your own tests, also providing a pluggable interface with your existing LMS.
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.
Comi (可米) — a tiny 3D plush desktop companion for macOS and Windows: hops around, waves, claps her clapperboard and keeps you company while you work. Optional local status bridge for DSH / ZCode / Claude Code / Cursor / OpenCode / Codex. Zero dependencies.
Make any NPC in any game talk back with Fish Audio: skills, a self-hosted voice server and tools for AI coding agents, with a full GTA V example.
Mirror is Reflection's coding harness
从需求澄清到可信交付的 Agent 编程 Harness 工程框架
Agent skills for shipping real products with coding agents, from the first idea to paying users. No coding.
Save up to 30% of your AI coding tokens. Scubiee turns any codebase into searchable context for your AI coding agent. A local context engine for Cursor, Claude Code, Copilot, Codex, and more: semantic search, code relationships, live sync, MCP integration, and code that never leaves your machine.
Simple Reviewer: a Codex skill for AI-assisted coding and Vibe Coding. Explain code, visualize workflows, and verify goals with evidence. | 简单的审阅者：协助 AI 编程与 Vibe Coding，解释代码、可视化流程，以证据复核目标。
Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain cuts costs 35-80%.
The anti-vibe coding AI tool built for experienced engineers.
Dependency Combobulator
Run your coding agents from Telegram. A bridge for Claude Code, Codex, OpenCode, Pi and Antigravity CLI: send tasks by text or voice, watch them work and approve changes from your phone.
Long-term, cross-project memory for AI coding agents. Your own Obsidian vault as the source of truth. Daemonless and without opaque databases, your memory belongs to you.
Guides and scripts for Claude Code on WSL2: screenshot paste, Windows notifications, LSP, and statusline.
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
Crypto Puzzles is a tool and library to provide a bunch of functions for encryption or pseudo encryption as puzzles or brain teasers. Awesome for kids but some puzzles are also a challenge for adults.
Persistent decision memory for AI agents: rationale, rejected approaches, and entity history. Connect any compatible agent through local MCP or the CLI.
A repo-native coding-agent loop harness for Claude, Codex, Copilot, and other CLI agents. Agents can edit. Gates decide what lands. You set the plan in motion. The agents take a prompt, and each iteration must update specs and commit through guardrails.