📝 Summary:
MiroFish 是一个基于多智能体的预测引擎，能够从现实世界的种子信息构建高保真的数字世界，使数以万计的智能体互动以进行趋势预测、情景演练和深度报告生成，面向决策与创意沙盘用途。在线演示、详细工作流程和快速部署文档可用于快速上手。
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 666ghj / MiroFish
⭐ 25,835 (+2,045)
🗒 Python
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
supports migration, scaffolding, and automated integration with common package managers and CI workflows. (2/2)
📝 Summary:
Vite+ is a unified, zero-config toolchain that combines Vite, Vitest, lint/format tools, and monorepo task caching to manage the full web development lifecycle—from env setup and dependency management to dev server, checks, tests, builds, and publishing—via a single vp CLI. It (1/2)
🚀 Skyrocketing！ 🚀 (200+ new stars)
📦 voidzero-dev / vite-plus
⭐ 1,405 (+301)
🗒 Rust
Vite+ is the unified toolchain and entry point for web development. It manages your runtime, package manager, and frontend toolchain in one place.
learning path, documentation, and open-source tooling (Kode CLI/SDK) to ship an agent-based system. (2/2)
📝 Summary:
concise summary: This repo teaches building a nano Claude Code-like agent through 12 progressive sessions, each adding one mechanism to the core agent loop (tool use, planning, subagents, persistence, background tasks, teams, and isolation) without changing the loop, plus a (1/2)
🎉 Celebrating！ 🎉 (500+ new stars)
📦 shareAI-lab / learn-claude-code
⭐ 27,426 (+865)
🗒 TypeScript
Bash is all you need - A nano Claude Code–like agent, built from 0 to 1
community resources. (2/2)
📝 Summary:
Summary: This document outlines Claude Code best practices across commands, subagents, skills, memory, workflows, and orchestration, plus hot features, tips, and development workflows to guide and optimize AI-driven coding projects. It also highlights governance, examples, and (1/2)
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 shanraisshan / claude-code-best-practice
⭐ 16,431 (+1,329)
🗒 HTML
practice made claude perfect
It emphasizes local processing (Tree-sitter, KuzuDB) and offers wiki generation, multi-language support, and integration with Claude Code, Cursor, and other agents. (2/2)
📝 Summary:
GitNexus builds a complete knowledge graph of codebases to empower AI agents with deep, precomputed context via CLI+MCP for local indexing and a Web UI for browsing; it supports multi-repo orchestration, offline privacy, and tools for impact analysis, context, and code navigation. (1/2)
🚀 Skyrocketing！ 🚀 (200+ new stars)
📦 abhigyanpatwari / GitNexus
⭐ 13,195 (+450)
🗒 TypeScript
GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an intera...
🔥 Hot Repo！ 🔥 (100+ new stars)
📦 topoteretes / cognee
⭐ 13,644 (+168)
🗒 Python
Knowledge Engine for AI Agent Memory in 6 lines of code
usage, open access, and community-driven contributions, with minimal authentication and optional network exposure controls. (2/2)
📝 Summary:
Project N.O.M.A.D. is an offline-first knowledge and education server that installs on Debian-based systems, bundling tools like an AI chat, offline information libraries, education platforms, maps, data tools, and more under a Docker-managed Command Center. It emphasizes offline (1/2)
🚀 Skyrocketing！ 🚀 (200+ new stars)
📦 Crosstalk-Solutions / project-nomad
⭐ 691 (+230)
🗒 TypeScript
Project N.O.M.A.D, is a self-contained, offline survival computer packed with critical tools, knowledge, and AI to keep you informed and empowered—anytime, anywhere.
guidance. (2/2)
📝 Summary:
Impeccable extends Anthropic’s frontend-design skill with deeper control: 7 domain-specific references, 17 steering commands for auditing and polishing, and curated anti-patterns to steer AI away from common UI mistakes. It includes ready-to-use bundles and multi-tool installation (1/2)
🎉 Celebrating！ 🎉 (500+ new stars)
📦 pbakaus / impeccable
⭐ 8,108 (+781)
🗒 JavaScript
The design language that makes your AI harness better at design.
to improve efficiency, observability, and agent intelligence. It supports multi-provider embeddings/LMs (Volcengine, OpenAI, LiteLLM), easy deployment, and a VikingBot framework for building agent brains. (2/2)
📝 Summary:
OpenViking is an open-source Context Database for AI Agents that unifies memories, resources, and skills under a filesystem-like paradigm with three-tier on-demand context (L0/L1/L2), recursive directory retrieval, visualized retrieval trails, and automatic session memory updates (1/2)
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 volcengine / OpenViking
⭐ 9,559 (+2,191)
🗒 Python
OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need thr...
emphasizes interactive design, isolated worktrees, two-stage reviews, and continuous verification to ensure reliable, maintainable development. (2/2)
📝 Summary:
Superpowers is a plugin-based, workflow-driven framework that uses a library of composable skills to guide coding agents from design and planning through subagent-driven execution, testing (TDD), review, and clean-up, with enforced best practices and structured checkpoints. It (1/2)
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 obra / superpowers
⭐ 82,505 (+1,451)
🗒 Shell
An agentic skills framework & software development methodology that works.
via a simple CLI, and includes optional research features for residual analysis. (2/2)
📝 Summary:
Heretic is a fully automatic tool that removes censorship from transformer models using directional ablation and a parameter optimizer, achieving decensored models with low KL divergence to the original while requiring no manual intervention. It supports most dense models, runs (1/2)
