仓库/Skill 库

面向 Solana 上 AI Agent 的语义交易验证。Semantic transaction verification for AI agents on Solana.

面向 AI Agent 工具调用的确定性 <0.1ms 不变量清算内核。零外泄 AST SQL 防火墙、数值速率限制与 Merkle GRC 审计追溯。Deterministic <0.1ms Invariant Clearance Kernel for AI Agent Tool Calls. Zero-egress AST SQL firewall, numeric velocity limits & Merkle GRC audit trails.

🚀 temp-os 简化 Fedora 安装：一个实验性模板，可无缝 rebase 到最新的 atomic 镜像🚀 Simplify Fedora installations with temp-os, an experimental template for rebasing to the latest atomic images seamlessly.

可安装的私有 AI 指挥中心，跨 Windows、macOS 与 Linux，集成 OpenZero、ZSEC Shield 与 TalkToAI 工作区。Installable private AI command center for Windows, macOS and Linux with OpenZero, ZSEC Shield and TalkToAI workspaces

通过一次 wrap() 调用为 LLM 流水线构建运行时可靠性守卫，可配置地防御常见生产故障Build runtime reliability guards for LLM pipelines with one wrap() call and configurable protection against common production failures

最简单的可扩展自然语言数据库查询方案，快速且随规模伸缩。Simplest Natural Langauge Querying DB That scales. Fast.

GenAI 职业路线图 2026 🚀 | AI 岗位路径与技能指南GenAI Career Roadmap 2026 🚀 | AI Job Paths & Skills Guide

Model Context Protocol（MCP）的 Apache-2.0 安全扩展提案。包含对象级签名、新鲜度/重放保护、mTLS 传输、委托授权以及普通 MCP 服务器的 sidecar 保护。Rust workspace；安全审计发布于 docs/security/Apache-2.0 security extension proposal for the Model Context Protocol (MCP). Object-level signing, freshness/replay protection, mTLS transport, delegated authorization, sidecar protection of ordinary MCP servers. Rust workspace; published security audits under docs/security/.

🛡️ Agent 原生的 AI 工具安全扫描器。扫描 MCP/Skill/GPT/Prompt 的安全风险。四维评分。认证徽章。Guardrail MCP 提供自动防护。🛡️ Agent-native AI tool security scanner. Scan MCP/Skill/GPT/Prompt for security risks. 4-dimensional scoring. Certified badges. Guardrail MCP for auto-protection.

本地优先的量化投资平台，支持可复现研究、证据约束决策、风险控制、论文/影子验证以及人工监督执行Local-first quantitative investing platform for reproducible research, evidence-bound decisions, risk controls, paper/shadow validation, and human-supervised execution.

面向互联医疗 IoT 中可审计的两级本地—边缘 ECG PVC 风险服务回路的可复现研究代码Reproducible research code for an auditable two-tier local-edge ECG PVC risk service loop in connected healthcare IoT.

用于远程访问 Claude Code 的安全加固 Telegram bot。包含 24 层纵深防御、工具 allow/deny 列表、每用户成本上限、MCP 集成、本地语音转写。Security-hardened Telegram bot for remote Claude Code access. 24 defense-in-depth layers, tool allow/deny lists, per-user cost caps, MCP integration, local voice transcription

这份 AI 研究清单告诉你该"做什么不同"，而不仅仅是读什么——100+ 篇 2026 年顶会论文 → 50+ 条面向 AI Agent 构建者的生产实践要点。中英双语。The AI-research list that tells you what to DO differently, not just what to read — 100+ top-tier 2026 papers → 50+ production takeaways for AI agent builders. Bilingual EN/中文.

大语言模型情境感知相关论文精选目录。Curated bibliography of papers on situational awareness in large language models

🔒 模拟对抗行为以测试和强化 MCP 防御，无需真实利用或风险，确保稳健的安全评估🔒 Simulate adversarial behaviors to test and strengthen MCP defenses without real exploitation or risk, ensuring robust security evaluations.

精选的评分量表、检查清单、评分标准集、原则和评分指南汇总，用于对现代生成模型进行评分、排名、验证、过滤或训练。A curated list of rubrics, checklists, criteria sets, principles, and scoring guides used to score, rank, verify, filter, or train modern generative models.

证据门禁式 Coding Agent 编排器：冻结任务、独立验证、绑定摘要的评审、仅草稿可发布。Evidence-gated orchestration for coding agents: frozen tasks, independent verification, digest-bound review, draft-only publication. 证据门禁式 Coding Agent 编排器。

EoG 应用迁移与功能实现的代码仓库。Code for EoG App Migration and Functionality

开源美元融资压力终端，使用公开的美联储、回购、财政部、持仓和市场数据Open-source US dollar funding-stress terminal using public Federal Reserve, repo, Treasury, positioning, and market data.

解锁 1000+ 通用 Agentic AI Skills 2026 — Claude、Gemini、Cursor 脚本Unlock 1000+ Universal Agentic AI Skills 2026 - Claude, Gemini, Cursor Scripts

硕士论文研究：使用 Terraform IaC、Atomic Red Team MITRE ATT&CK 模拟与 Python 统计分析，在 Microsoft Azure 中实证评估零信任架构（ZTA）与传统边界安全。Sheffield Hallam University 2026。MSc dissertation research: Empirical evaluation of Zero Trust Architecture (ZTA) vs conventional perimeter security in Microsoft Azure using Terraform IaC, Atomic Red Team MITRE ATT&CK simulations, and Python statistical analysis. Sheffield Hallam University 2026.

企业级数字支付平台：Java 21 / Spring Boot 3 微服务、Kafka 事件驱动、六边形（端口与适配器）架构，由专业 AI Agent 团队以 spec 驱动并编排，包含完整 CI/CD、GitOps 和供应链安全。Enterprise-grade digital payment platform: Java 21 / Spring Boot 3 microservices, Kafka event-driven, hexagonal (ports & adapters) architecture, spec-driven and orchestrated by a team of specialized AI agents. Includes full CI/CD, GitOps, and supply-chain security.

OWNEX——自主工作操作系统（Autonomous Work Operating System）：机会发现、安全自动化、Agent 编排、本地优先 AI 路由、收入情报。Python/FastAPI + Vue 3 + Tauri。OWNEX — Autonomous Work Operating System: opportunity discovery, security automation, agent orchestration, local-first AI routing, revenue intelligence. Python/FastAPI + Vue 3 + Tauri.

一道 Python 守门机制：在不分类提示词的前提下，阻止不可信的 agent 数据去构造敏感的工具调用参数。A Python gate that prevents untrusted agent data from authoring sensitive tool-call arguments—without classifying prompts.

学习驱动运动预测与规划中风险校准及运行时保障系统综述的可复现材料。Reproducibility materials for a systematic review of risk calibration and runtime assurance in learning-enabled motion prediction and planning.

AI DeFi Agent 的执行前守卫 API —— <300ms 返回二元判定，通过 x402 支付 0.01 USDC。Pre-execution guard API for AI DeFi agents — binary verdict in <300ms, $0.01 USDC via x402

某私有组织的公开主页，包含多个 .git 大学项目，涵盖软件工程、全栈 Web 开发、数据科学与工程（AI/ML）、嵌入式系统、GIS 等先进计算技术，分别在 Uppsala、Canterbury、Auckland 完成，并含多次海外正式交换经历；多数项目涉及广泛协作，且均以 distinction 等级通过Public profile for a private org containing multiple .git university projects in software engineering, full-stack web dev, data science & eng (AI/ML), embedded systems, GIS. & other advanced computing tech completed at Uppsala, Canterbury, Auckland & formal exchanges abroad; many involving extensive collaboration, all averaging with distinction

中文 MCP Apps 静态就绪与安全检查 CLI

🔐 使用 KeyVault Pro 安全管理 API key，具备军事级加密、智能自动填充与面向开发者的无缝 AI 集成。🔐 Manage API keys securely with KeyVault Pro, featuring military-grade encryption, intelligent auto-fill, and seamless AI integration for developers.

一个为 Model Context Protocol 提供策略执行能力的 gateway。聚合 MCP server，强制工具调用策略，扫描结果中的 prompt injection 与凭证泄露，并审计一切。Rust 实现。A policy-enforcing gateway for the Model Context Protocol. Aggregates MCP servers, enforces tool-call policy, scans results for prompt injection and leaked credentials, and audits everything. Rust.

在小型 LLM 中植入认知美德的激活引导实验——三项发现与一个失败模式数据集（DOI 见 README）Activation-steering experiments on installing epistemic virtues in small LLMs — three findings + a failure-mode dataset (DOIs in README).

使用 TurboQuant 和 MLX 在 Windows 上运行 Qwen3.5 语言模型，实现快速的本地推理。Run the Qwen3.5 language model on Windows using TurboQuant and MLX for fast local performance.

2026 年 8 大 AI 编码 Agent 防护面盘点 — Sigil Hook 与 Sandbox 评测8 Best AI Coding Agent Guard Surfaces 2026 – Sigil Hook & Sandbox Review

中立的 MCP server 信任注册中心——连接前先查验。Neutral trust registry for MCP servers — check before you connect

SURF2026 计算金融项目，研究感知自由边界的美式期权风险曲面，使用 CN/PSOR 基准、文献综述、实验报告以及 Codex 辅助的分步研究规划SURF2026 computational finance project on free-boundary-aware American option risk surfaces, using CN/PSOR benchmarks, literature review, experiment reports, and step-by-step Codex-assisted research planning.

无凭据 MCP 策略代理，具备细粒度能力与防篡改凭证。Secretless MCP policy proxy with scoped capabilities and tamper-evident receipts