仓库/Skill 库

Vibe-Flow 2.0：通过 Wave Dispatch 实现交付、评审与合并 2026Vibe-Flow 2.0: Ship, Review & Merge via Wave Dispatch 2026

非常规储层图像解释中深度学习系统综述的可复现材料、研究级编码数据、文档与验证脚本Reproducibility materials, study-level coding data, documentation, and verification scripts for a systematic review of deep learning in unconventional reservoir image interpretation.

SAM 的纯文档概述。SAM 是一个由 9 个 agent 组成的 LLM pipeline，用于自动化系统综述与 meta 分析。实现位于私有仓库。Documentation-only overview of SAM, a 9-agent LLM pipeline that automates systematic reviews and meta-analyses. Implementation lives in a private repository.

面向系统综述数据抽取、证据定位与偏倚风险评估的冻结式（frozen）防泄漏基准。Frozen, leakage-aware benchmark for systematic-review data extraction, evidence localization, and risk-of-bias support

从零开始在 PyTorch 中构建 decoder-only Transformer，涵盖分词、预训练、监督微调，以及基于核心张量操作的对齐。Build decoder-only Transformers from scratch in PyTorch, covering tokenization, pretraining, supervised fine-tuning, and alignment using core tensor operations.

基于你的 Zotero library 的个人论文推荐器。Personal paper recommender based on your Zotero library

基于 Python GUI 的应用，用于自动化稳定同位素研究中质谱数据的归一化、处理与统计分析A Python GUI application built to automate the normalization, processing, and statistical analysis of mass spectrometer data for stable isotope research.

立场论文：编码 Agent 需要对代码库决策的显式建模，而不仅仅是结构建模。Position paper: coding agents need an explicit model of codebase decisions, not just structure"

面向科学与医学写作的人性化润色的阿英双语 skill，同时保持学术准确性。Bilingual Arabic-English skill for humanizing scientific and medical writing while preserving scholarly accuracy.

为仿制药临床法规事务团队打造的法规准备加速器。A regulatory prep accelerator for a generic-drug Clinical Regulatory Affairs team.

引文管理 SaaS：在 1000+ 目录中管理商家信息。Uberall 竞品。Citation Management SaaS: Manage business listings across 1000+ directories. Uberall competitor.

雄激素性脱发（米诺地尔组）初始治疗诱导脱落的可复现 R 语言 meta 分析。Reproducible R meta-analysis of initial treatment-induced shedding in androgenetic alopecia (minoxidil arms)

证据优先的科研桌面工具，支持论文发现、PDF 证据抽取、论点分析、对比与文献综述综合Evidence-first research desk for paper discovery, PDF evidence extraction, claim analysis, comparison, and literature review synthesis.

将任何内容转化为 token 优化、布局感知的 Markdown，并精确知道为你节省了多少。无损压缩、诚实的 token 报告，CLI + MCP 服务器 + agent skill。Turn anything into token-optimized, layout-aware Markdown - and know exactly what it saved you. Lossless compression, honest token reports, CLI + MCP server + agent skill.

论文《The Long-Term Outcomes of Neural Tube Defects in Eastern Africa: A Systematic Review and Meta-Analysis》的 R 语言 meta-analysis 代码。R code for the meta-analysis in "The Long-Term Outcomes of Neural Tube Defects in Eastern Africa: A Systematic Review and Meta-Analysis"

使用 Qwen3-TTS 在本地 GPU 上克隆声音并从文本生成语音，提供端到端训练流水线。Clone voices and generate speech from text locally on your GPU using Qwen3-TTS with an end-to-end training pipeline.

自托管共享记忆，面向 AI Agent 团队。支持房间（Rooms）、L0-L3 层级深度与 MCP；读取路径不调用任何语言模型。基于 vectorize-io/hindsight（MIT）的 fork。Self-hosted shared memory for a team of AI agents. Rooms, hierarchical L0-L3 depth, MCP. The read path never invokes a language model. Fork of vectorize-io/hindsight (MIT).

面向解耦归纳式时序链接预测的可复现研究，附带校验和闭环的证据Reproducible research for decoupled inductive temporal link prediction, with checksum-closed evidence.

全栈量化研究平台：因子分析、系统化策略回测、真实交易成本建模、滚动前推 ML 验证、投资组合风险分析与稳健性测试，基于美股日频数据。为可复现研究而构建——非实盘交易。Full-stack quantitative research platform for factor analysis, systematic strategy backtesting, realistic transaction-cost modeling, walk-forward ML validation, portfolio risk analytics, and robustness testing on daily U.S. equity data. Built for reproducible research—not live trading.

Research Loom 是 profile 驱动的 research harness，用于维持从研究问题与证据到发现、写作与发表的全链路可追溯性Research Loom is a profile-driven research harness for maintaining traceability from research questions and evidence through findings, writing, and publication.

Conversational academic writing Copilot: LangGraph ReAct agent with citation tracing, faithfulness reviewer, RAG & Reflexion LaTeX self-repair ｜ 对话式学术写作 Copilot：LangGraph ReAct 智能体，引用溯源 + 忠实度审校 + RAG 检索 + Reflexion 编译自修复，端到端产出真实 PDF

文献综述与参考文献。literature reviews and bibliographies

面向老版视觉小说的可复现研究、解包工具与归档清单Reproducible research, unpacking tools, and archival manifests for legacy visual novels.

面向发表的 Skill，面向务实型工程研究实验与学术写作。A publication-oriented skill for pragmatic engineering research experiments and academic writing.

一个开源的 Agentic 开发环境：在终端网格中并行运行 Claude Code、cursor-agent、Codex 与 shell，配合用于任务分派的看板、共享 Agent 记忆以及多 Agent 编排能力。An open-source agentic development environment: run Claude Code, cursor-agent, Codex and shells side by side in a terminal grid, with a kanban board that dispatches them, shared agent memory, and multi-agent orchestration.

保留图表的转换器 —— DOCX/XLSX 转 Markdown，采用原生 OOXML 图表数据提取（无需光栅化/OCR/VLM），并提供零损耗的复合图表标记。Converters where figures survive — DOCX/XLSX to Markdown with native OOXML chart-data extraction (no rasterize/OCR/VLM) and zero-loss composite-figure markers

用于生物学研究问题的科学研究 Agent。Scientific Research Agent for biological research questions

3D 记忆岛屿，让 Google ADK agent 将你的记忆保存为有据可查的书：基于 Gemini on Vertex AI、Firestore、Pub/Sub 的 dreaming 机制构建知识图谱与 dark keepers，配合 Cloud TTS/STT 语音。All Things Agentic Hackathon 参赛作品。3D memory island where Google ADK agents keep your memories as grounded books: Gemini on Vertex AI, Firestore, Pub/Sub dreaming that builds a knowledge graph and dark keepers, Cloud TTS/STT voice. All Things Agentic Hackathon entry.

基于证据的构建流水线，编排 10 个 AI 子 Agent，并通过确定性 5 道关卡验证系统证明正确性。Evidence-based build pipeline that orchestrates 10 AI sub-agents and proves correctness through a deterministic 5-gate verification system.

AI 驱动的每周生活规划器 — 由多供应商 Agent 生成饮食、学习、锻炼、习惯和娱乐方案，并附带每周日程追踪。AI-powered weekly life planner - nutrition, study, workouts, habits and fun generated by a multi-provider agent, with a weekly schedule tracker.

基于 AI 的文献综述 agentAI-powered literature review agent

集成 RAG、知识图谱、语义搜索、论文推荐与本地 LLMs 的 AI 研究助手AI Research Assistant with RAG, knowledge graphs, semantic search, paper recommendations, and local LLMs.