cli

Wack's team launches SLCR (Sliceable, Linked, Checkable Requirements), an open format and CLI for writing software requirements that both people and coding agents can consume, aiming to prevent agents from drifting from specs in long-lived codebases.

Keplearn 是一个用 Rust 编写的确定性符号回归引擎，可从表格数据中通过最佳优先递归归约在数秒内恢复闭式方程（如牛顿引力定律），并输出带 r² 评分的 JSON 候选方程，支持零依赖单二进制跨平台分发。

Impeccable, an open-source project by Paul Bakaus, an early author of jQuery UI, has been released: 24 commands that give coding agents like Claude Code, Cursor, and Codex a design vocabulary and review capabilities, using 62 deterministic rules to detect the formulaic designs of AI-generated websites (Inter font, purple-blue gradients, cards nested in cards) — no LLM or API key required.

A report claims Claude Code wastes roughly 15–20% of tokens simply rendering a 3-word status line, raising concerns about hidden token overhead in AI coding tools.

I built Agent WeChat, an open-source WeChat client with an OpenClaw plugin that lets an AI agent participate in your existing WeChat DMs and group chats using your own account, while you continue using your phone normally.

fx v0.0.15 发布更新：这个用 Zig 编写的极简开源编码 agent 现在内存占用减少 70%、二进制体积缩小至 6.15 MiB、图像处理快 3.3 倍，并支持在浏览器中通过 WebAssembly 运行。

astroterm is a lightweight terminal-based star map written in C that renders real-time positions of stars, planets, constellations, and moon phases as ASCII graphics, configurable by date, time, and location, and available across major package managers.

brain.md is a file-based persistent memory layer tool that records project decisions, constraints, and context in pure Markdown within a code repository, letting multiple AI coding agents such as Claude Code, Codex, and Cursor share project knowledge across sessions, so every new session doesn't start from scratch.

licenseal 是一款免费的开源 CLI 工具，可读取 lockfile 与注册表元数据，在 10 种生态系统中检查所有依赖（含传递依赖）的许可证兼容性，并为 CI 提供明确判定结果。

Yardlet is a free, open-source Mac app that provides a unified sidebar, composer, and approval interface for coding agents like Codex, Claude Code, and OpenCode while keeping sessions in each agent's own store.

Zest 是一款 macOS 本地开发工具，按住 ⌥Space 唤出光标旁的 Liquid Glass 环，甩向对应切片即可把任务交给 Claude Code、Codex 或终端执行，支持在独立 git worktree 中完成并查看、合并或丢弃差异。

该论文提出 MICA 与 DART 框架，研究在可执行能力相同的情况下，MCP 与 CLI 接口表示差异如何显著改变语言智能体的行为，并通过针对性修复接口实现提升性能、降低交互成本。

Trellis 是一款面向开发者的原生 macOS 终端工作区，提供侧边栏窗口/标签/分屏、SSH 主机保存、一键项目任务、命令面板与便签本，并附带 CLI 和 MCP 服务器供脚本与 AI 代理驱动，免费且采用 MIT 许可。

OpenAI 官方发布 openai-cli 开源工具（GitHub 仓库），提供基于资源的命令结构用于调用 OpenAI REST API，支持 Homebrew 和 Go 安装。

Nexus-CLI 是一个纯 Go 编写的命令行工具与本地 API 代理服务器，可通过免费的 DeepSeek 网页账号桥接 DeepSeek R1/V3 模型，支持 Claude Code、Ollama、OpenAI 及 Anthropic 兼容接口。

Kent C. Dodds 分享如何让 AI 代理在大型遗留代码库中通过验证（verification）建立信心，并介绍 control-kody CLI 与 Kody——一个基于 Cloudflare Workers 和 MCP 的代理云端记忆/自动化工具。

ilha is a native macOS app that lives in the notch and displays your Claude Code, Codex, and Grok Build usage limits, including 5-hour and weekly windows, reset times, and pace tracking. It can also automatically switch to another account with remaining room and break down weekly costs by project at API rates.

An open-source CLI called wavoice automates connecting WhatsApp voice calls to LiveKit agents, handling Meta Graph API setup, webhook configuration, SDP translation, and local testing via Cloudflare tunnels.

开源了 PuedoBot，一个基于确定性扫描加双 pass LLM 流水线的 CLI 安全审计工具，第二个 pass 专门反驳第一个 pass 的发现以减少 SAST 误报。

Lathe is an open-source CLI tool written in Go that uses an LLM skill to generate hands-on technical tutorials, then lets you complete each step yourself in a local UI — instead of having AI write the code for you. It supports Claude Code, Cursor, Codex, and other coding agents, has 1,690 stars on GitHub, and is MIT-licensed.