仓库/Skill 库

AgentServices — AI Agents 的 Premium APIs。加密数据、营销情报、争议解决。基于 Base 的 x402 micropayments。AgentServices — Premium APIs for AI Agents. Crypto data, marketing intelligence, dispute resolution. x402 micropayments on Base.

Vantio Optics — 为 LLM/agent 出站流量提供免费的可观测能力。Sight Loop。设计即盲视。非代理。@vantio/cli 0.3.2 · vantio-agent-sdk 3.0.2Vantio Optics — free observe for LLM/agent egress. Sight Loop. Blind by design. Not a proxy. @vantio/cli 0.3.2 · vantio-agent-sdk 3.0.2

基于 RAG 的文档问答机器人，可对任意 PDF/文本文件提问。使用本地 embeddings + Groq API。学习要点：embeddings、向量搜索、分块、RAG 流水线。Document Q&A bot using RAG (Retrieval-Augmented Generation). Ask questions about any PDF/text file. Uses local embeddings + Groq API. Learns: embeddings, vector search, chunking, RAG pipeline.

全栈可控的开源 TypeScript SDK，专为 AI agent 设计 ——Apache-2.0 本地运行时、43 个 LLM provider（使用自有 key），以及可选云端。Theo 生态的 Harness 支柱。The open-source TypeScript SDK for AI agents you own end to end — an Apache-2.0 local runtime, 43 LLM providers on your own keys, and an opt-in cloud. The Harness pillar of the Theo ecosystem.

一个可运行的 TypeScript 教程，从零搭建一个极简 DeepSeek 风格 Agent 框架。A runnable TypeScript tutorial that builds a minimal DeepSeek-style agent harness from scratch.

《大模型推理原理与优化》：面向系统/架构/后端研发工程师的模型原理入门课，目标是通俗易懂的解释推理过程，理解原理有助于系统开发/维护工作

2026 终极 AI Coding Agent 连续性工具包——无缝交接与同步。Ultimate AI Coding Agent Continuity Toolkit 2026 - Seamless Handoff & Sync

一切留痕：需求即 issue，决策即审批评论，工作即 PR，理由即该 PR 的记录。协调器将对话中继到 GitHub，并为每个角色派生沙盒化会话，各自仅持有自己的规则集。Everything on the record: a requirement is an issue, a decision is an approval comment, work is a PR, rationale is that PR's record. The orchestrator relays conversation to GitHub and spawns sandboxed role sessions, each with only its own rulebook.

用于论文推荐的 Claude botClaude bot for paper recommendation

🌐 通过这款高效的网页抓取 MCP server，从任意 URL（含 Cloudflare 防护站点）提取干净、可直接用于 LLM 的 markdown🌐 Extract clean, LLM-ready markdown from any URL, including Cloudflare-protected sites, with this effective MCP server for web scraping.

巴西 UFC（联邦大学）社区化、现代化的学术 LaTeX 模板。Template LaTeX comunitário e modernizado para trabalhos acadêmicos da Universidade Federal do Ceará (UFC).

Meta 分析研究软件：通过厂商无关的 LLM 适配器从学术 PDF 中半自动提取效应量，由首席研究员进行人机协同验证，并采用不可变的数据锁定流程，导出可用于三层 Meta 分析回归的可复现效应量数据集Research software for meta-analysis: semi-automated effect-size extraction from academic PDFs with a vendor-neutral large-language-model adapter, human-in-the-loop verification by the principal investigator, and an immutable data-lock workflow that exports a reproducible effect-size dataset for three-level meta-analytic regression.

LabRelay 连接需要处理可管理研究任务（文献综述、数据录入、问卷外联）的教授与医生，以及寻求真实经验和入门途径的学生。LabRelay connects professors and doctors who need help with manageable research tasks — literature reviews, data entry, survey outreach — with students who want real experience and a way in.

现代化 LaTeX 写作环境，可将收集的思路与文献转化为论文。采用 Rust 内核，基于 Tauri v2、Svelte 5、CodeMirror 6，支持 Zotero 与 Obsidian 集成、TypeScript 插件，原生支持 x86_64 与 ARM64。A modern LaTeX writing environment that turns collected ideas and sources into papers. Rust core, Tauri v2, Svelte 5, CodeMirror 6. Zotero and Obsidian integration, TypeScript plugins, native on x86_64 and ARM64.

LaTeX 软件工程师简历模板。LaTeX software engineer resume template

💹 使用 Python 和 CoinGecko API 分析主要加密货币的价格、市值与趋势，辅助投资决策💹 Analyze major cryptocurrencies' prices, market caps, and trends using Python and the CoinGecko API for informed investment decisions.

The Research Mind R Course 2026 涵盖 R 编程基础、统计分析与可视化。学习搭建 R 环境、编写函数、组织项目、执行检验（T-test、ANOVA）以及绘制图表。适合 data science 和 bioinformatics 方向。通过克隆仓库并浏览各课时即可开始。The Research Mind R Course 2026 covers R programming basics, statistical analysis, and visualization. Learn to set up R, write functions, organize projects, perform tests (T-test, ANOVA), and create plots. Ideal for data science and bioinformatics. Get started by cloning the repository and exploring the sessions.

系统综述：探讨 AI 如何通过前沿研究、实践应用与未来方向，增强商业分析与组织决策。A systematic review exploring how Artificial Intelligence enhances Business Analytics and organizational decision-making through contemporary research, practical applications, and future research directions.

DP-ES 官方实现：面向 Prompt 优化的差分隐私进化策略（EMNLP 2026）。Official implementation of DP-ES: Differentially Private Evolution Strategies for Prompt Optimization (EMNLP 2026)

面向 AI Agent 的 Stellar MCP server：一个经认证的统一网关，汇聚官方文档、实时生态数据、社区情报与经过验证的操作手册。Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosystem data, community intel, and tested playbooks.

本仓库包含一个纯 Python 工作流，用于消费级可穿戴设备系统综述论文中的两项可复现任务。This repository contains a plain-Python workflow for two reproducible tasks used in a consumer wearable systematic review paper.

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

TickTick CLI 精通 2026 —— 终极任务管理器、MCP 与 Skill 中心。TickTick CLI Mastery 2026 - Ultimate Task Manager, MCP & Skill Hub

一个可复用的 Codex Skill，用于证据对齐、AI 与人工审稿人就绪的学术写作。A reusable Codex skill for evidence-aligned, AI- and human-reviewer-ready academic writing.

面向生产环境的、有内存约束的跨模型 KV-cache 传输，具备受保护的回退机制与可复现研究工具链。Production-oriented, memory-bounded cross-model KV-cache transfer with guarded fallback and reproducible research tooling.

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.

隐私优先、local-first 的文本清理与文档格式化应用，支持结构化 DOCX/TXT 导出Privacy-first, local-first text cleanup and document formatting app with structured DOCX/TXT export.

AI Brand Strategy Toolkit 2026 🚀 — 基于 Kapferer 与 Aaker 框架AI Brand Strategy Toolkit 2026 🚀 - Kapferer & Aaker Frameworks

🧠 构建模拟人类记忆的 AI 认知架构，分离情景记忆与语义记忆，并保证多语言支持与数据完整性🧠 Build a cognitive architecture for AI that mimics human memory, separating episodic and semantic memory while ensuring multilingual support and data integrity.

用于医学和流行病学研究的统计分析 R 包。An R package for statistical analysis in medical and epidemiological research.

官方 SELAT 插件——发现经过审核的 Skill 与联邦化 x402/MPP 能力，可通过你自己的 Circle Agent Wallet（自托管）从任意 Agent 支付。Official SELAT plugins — discover vetted skills and federated x402/MPP capabilities, pay from your own Circle Agent Wallet (self-custody), from any agent.

证据把关的研究生论文写作工作台：涵盖章节规划、文献综述、引文核验、DOCX 编辑、配图、作者署名/AIGC 感知审阅与最终 QAEvidence-gated graduate thesis writing workbench: chapter planning, literature review, citation verification, DOCX editing, figures, authorship/AIGC-aware review, and final QA.

用于微调的合成数据样本集合，旨在为更大规模合成数据集提供种子数据This is a collection of synthetically generated datapoints for fine tuning meant for seeding larger synthetic datasets.

基于 Microsoft Agent Framework (.NET) 的 LLM Agent 三层评估：运行时护栏、PR 闸口、校准过的评审者。该框架可自我评估。Three-tier evaluation for LLM agents on Microsoft Agent Framework (.NET): runtime guardrails, a PR gate, and calibrated judges. The framework evaluates itself.

系统文献综述与研究笔记。Systematic Literature Review and Research Notebook