n8n:conventions
Quick reference for n8n patterns.
Rust, Go, Python, TS… · 683 skills
Quick reference for n8n patterns.
>- Guide for adding new ESLint rules to packages/@n8n/eslint-plugin-community-nodes/.
通过以下方式测量编码代理是否实际遵循技能、规则或代理定义: uv run python -m scripts.run ~/.claude/rules/common/testing.md uv run python -m scripts.run --dry-run ~/.claud…
斜杠命令 (/skill-stocktake),用于使用质量检查清单 + AI 整体判断来审核所有 Claude 技能和命令。支持两种模式:用于最近更改技能的快速扫描,以及用于完整审查的全面盘点。
|- This skill helps you build LLM-powered applications with Claude.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files).
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design…
Use this skill whenever the user wants to do anything with PDF files.
Use this skill any time a .pptx file is involved in any way — as input, output, or both.
Knowledge and utilities for creating animated GIFs optimized for Slack.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS,…
Toolkit for interacting with and testing local web applications using Playwright.
Use this skill any time a spreadsheet file is the primary input or output.
Migrate test files from `as` type assertions to @total-typescript/shoehorn.
| You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
| You are an expert full-stack web developer specializing in modern JavaScript/TypeScript stacks with React, Node.js, and databases.
| You are a senior Python developer with 10+ years of experience.
| You are an expert technical writer who creates clear, user-friendly documentation for technical products.
Pre-landing PR review.
Set up gbrain for this coding agent: install the CLI, initialize a local PGLite or Supabase brain, register MCP, capture per-remote trust po…
Creates a new Angular app using the Angular CLI.
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
> Use this skill to parse, convert, chunk, and analyze documents with Docling.
Review RTK Rust code for idiomatic simplification.
> You have persistent long-term memory powered by mem0.
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator name: adaptive-coordinator type: coordinator color: "#9C27B0"…
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
Agent skill for base-template-generator - invoke with $agent-base-template-generator name: base-template-generator description: Use this age…
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning m…
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator name: hierarchical-coordinator type: coordinator colo…
Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer name: sona-learning-optimizer description: SONA-powered…
Strategic business analyst and requirements expert.
UX designer and UI specialist.
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues.
Write TypeScript and JavaScript code following Metabase coding standards and best practices.
Create or update component documentation in Sentry's MDX stories format.
Write comprehensive, behaviour-driven unit tests for Gradio frontend Svelte components using Vitest browser mode, Playwright, and the @self/…
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.
Create, edit, inspect, or convert PowerPoint decks and PPTX slide presentations with practical layout and verification steps.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Python code style, linting, formatting, naming conventions, and documentation standards.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
Install, update, trust, or inspect DeepSeek skills from GitHub or local skill folders.
| Patterns for adding safety, trust, and policy enforcement to AI agent systems.
| Evaluate AI agent systems against the OWASP Agentic Security Initiative (ASI) Top 10 — the industry standard for agent security posture.
| Patterns for self-improvement through iterative evaluation and refinement.
Produce a .pptx file on disk (headless) instead of driving a live PowerPoint document — for managed-agent sessions with no open Office app.
Produce a .xlsx file on disk (headless) instead of driving a live Excel workbook — for managed-agent sessions with no open Office app.
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
Convert files and office documents to Markdown.
Analyze CSV files in /mnt/data and return concise numeric summaries.
Implements Manus-style file-based planning to organize and track progress on complex tasks.
Implements Manus-style file-based planning to organize and track progress on complex tasks.
像 Manus 一样工作:用持久化的 Markdown 文件作为你的「磁盘工作记忆」。
| 🛑 STOP(仅一次):首次激活时输出免责声明一次——「我以Karpathy视角和你聊,基于公开言论推断,非本人观点」。后续对话绝不重复。
> You are an Elasticsearch solutions architect in Kibana Agent Builder.
Personalized 1-on-1 AI tutor.
Follow top traders and automatically copy their positions.
Create effective data visualizations with Python (matplotlib, seaborn, plotly).
你正处于一个高绩效文化的团队中。你的每一次交付都在被评估——用结果说话,拿数据闭环。当初给你定级 P8,是高于你实际水平的——因为信任所以简单。现在,证明你配得上这个级别。
Trae-optimized PUA high-agency governance skill for npx skills installs.
Data analysis expert for statistics, visualization, pandas, and exploration You are a data analysis specialist.
Web search and research specialist for finding and synthesizing information You are a research specialist.
CI/CD reference for Megatron-LM.
>- This skill is split into two layers: Do not try to apply the figure logic from memory or from this router.
This skill is split into two layers: Do not try to apply the deck-building logic from memory or from this router.
> Scan and audit AI agent skills for security risks before installation.
Validate, test, and score the quality of skills within the claude-skills ecosystem.
Complete API for Google NotebookLM - full programmatic access including features not in the web UI.
Security auditing for code, configs, and infrastructure.
> 根据用户输入自动判断发布方式和发布模式,简化发布流程。
'Implement network segmentation based on the Purdue Enterprise Reference Classify all network assets and data flows according to the Purdue…
| 你正在执行一次横纵分析法深度研究。最终产出一份排版精美的PDF研究报告。
> Create, edit, and format DOCX documents via CLI tools or direct C# scripts built on OpenXML SDK (.NET).
Generate, edit, and read PowerPoint presentations.
AKShare financial data aggregator (18k+ stars).
当用户提出以下类型问题时,优先调用本 skill: | 类型 | 定义 | 评级对象 | |------|------|----------| | 主体评级(Issuer Rating) | 发行人整体偿债能力 | 企业、政府、金融机构 | | 债项评级(Issue Rating…
ETF(交易所交易基金)是被动投资与资产配置的核心工具。本 skill 覆盖 ETF 产品分析、选择方法论、策略应用、中国市场特色以及数据驱动的量化分析方法,为构建基于 ETF 的量化策略与组合提供完整框架。
从三张报表(利润表、资产负债表、现金流量表)的勾稽关系出发,深度分析企业盈利质量,识别财务造假信号,用杜邦分析分解盈利驱动因子。
基于A股申万行业分类体系,通过景气度评分、动量排名、估值比较、资金流向四个维度进行行业轮动分析,输出行业超配/低配建议。
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applica…
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data J…
IDA Pro Python scripting for reverse engineering.
将学术论文转化为通俗易懂、图文并茂的深度解读文档。
从文稿内容生成专业 .pptx 演示文稿。支持: pip install python-pptx pillow 本脚本依赖 python-pptx;建议安装 pillow 以便生成时保持图片比例。若 python-pptx 未安装,脚本会提示安装命令。
> SERP-overlap-driven keyword clustering for content architecture.
UI/UX design intelligence.
> Follow the workflow below exactly.
Run Rust fmt, clippy, and unit tests.
Create a feature branch and open a pull request for the current changes.
> Atheris is a coverage-guided Python fuzzer built on libFuzzer.
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilitie…
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address c…
> cargo-fuzz is the de facto choice for fuzzing Rust projects when using Cargo.
>- Supported languages: Python, JavaScript/TypeScript, Go, Java/Kotlin, C/C++, C#, Ruby, Swift.
Detects timing side-channel vulnerabilities in cryptographic code.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Analyzes smart contract codebases to identify state-changing entry points for security auditing.
> LibAFL is a modular fuzzing library that implements features from AFL-based fuzzers like AFL++.
> libFuzzer is an in-process, coverage-guided fuzzer that is part of the LLVM project.
Configures Python projects with modern tooling (uv, ruff, ty).
Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs.
>- Run a Semgrep scan with automatic language detection, parallel execution via Task subagents, and merged SARIF output.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and…
Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin…
> Wycheproof is an extensive collection of test vectors designed to verify the correctness of cryptographic implementations and test against…
> Write detection rules that catch malware without drowning in false positives.
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-lev…
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
node scripts/doc_generator.js <模块路径> 自动生成的 README.md 包含: 自动生成的 DESIGN.md 包含:; runs on Node.js.
当用户对已有前任 Skill 说以下内容时,进入进化模式: 当用户说 /list-exes 时列出所有已生成的前任。
Android APK analysis using GDA.exe.
产出可发布章节到 正文/第{NNNN}章-{title}.md。默认 2000-2500 字,用户/大纲另有要求时从之。
Expert guide for designing and building high-quality skills from scratch through structured conversation.
网络渗透测试是评估网络基础设施安全性的重要环节。本技能提供网络渗透测试的方法、工具和最佳实践。
Build voice AI agents with ElevenLabs.
Agent Orchestration Rules When the user asks to implement something, use implementation agents to preserve main context.
Guide for integrating Agentica SDK with Claude Code CLI proxy Use this skill when developing or debugging the Agentica-Claude proxy integrat…
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure…
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity Write prompts that Agentica agents reliably follow.
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration Build AI agents in Python using the Agenti…
Agentica server + Claude proxy setup - architecture, startup sequence, debugging Complete reference for running Agentica SDK with a local Cl…
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid…
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence Systematic iterative execution with clear go…
Craft better prompts using proven optimization techniques — use when your prompt needs refinement Generate well-structured, verifiable promp…
URL validation and content sanitization for untrusted sources — use when handling external input safely This skill defines security patterns…
How FabLL (faebryk.core.node) maps Python node/trait declarations into the TypeGraph + instance graph, including field/trait invariants and…
How Faebryk's TypeGraph works (GraphView + Zig edges), how to traverse/resolve references, and how FabLL types/traits map onto edge types.
How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allo…
How the Faebryk component library is structured, how `_F.py` is generated, and the conventions/invariants for adding new library modules.
How the atopile Language Server works (pygls), how it builds per-document graphs for completion/hover/defs, and the invariants for keeping i…
How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add ne…
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing,…
How the Faebryk parameter solver works (Sets/Literals, Parameters, Expressions), the core invariants enforced during mutation, and practical…
End-to-end workflow for structured Excel analysis.
Analyze, extract data from, or understand image files (.png, .jpg, .jpeg, .gif, .webp, .bmp).
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpressio…
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
>- This companion skill is adapted from Yuan1z0825/nature-skills/tree/main/nature-figure.
你是一位用HTML工作的设计师,不是程序员。用户是你的manager,你产出深思熟虑、做工精良的设计作品。
Mass spectrometry analysis.
Guides through the complete Vorta release process - version bump, translations, git tag, GitHub release, PyPi, and macOS builds.
MCP 工具在读取剧本后检测顶层结构,自动路由到对应 executor: | 剧本特征 | 路由 | 输出目录 | | generationmode == "referencevideo" 或存在 videounits[] | tasktype="referencevideo"…
Best practices for numerical computing with NumPy including arrays, broadcasting, and vectorization.
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
你是一位 Java 后端面试官,目标是识别候选人是否具备可上线的工程能力,而不是只会背概念。
> ├── SKILL.md # 本文件(流程指令) │ ├── setup.sh # ⭐ 环境初始化(只需运行一次) │ ├── venv/ # Python 虚拟环境(setup.sh 自动创建) │ ├── fetch_all.py # 数据采集 + 图表生成(纯数据,不写…
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing…
Provides AI and machine learning techniques for CTF challenges.
Provides web exploitation techniques for CTF challenges.
Automates Apple-platform apps (iOS, tvOS, macOS) and Android devices.
Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX).
Convert files and office documents to Markdown.
本技能覆盖 专利点挖掘 → 查新与差异化 → 交底书生成 → 自检完善 全流程;分步指令在 prompts/,每步执行前 Read 对应文件,与步骤的对照见「Prompt 文件映射」。
| 主管道是固定的 8 个 Step(下面逐节展开): [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{skill_dir}/…
| 主管道是固定的 8 个 Step(下面逐节展开): [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{baseDir}/.v…
你是一个专业的 UI 原型开发专家。你需要生成要求兼顾美观性、可用性与实现可行性 规范可直接用于开发的游戏的 HTML 代码 UI设计方案,用于导入 Unity 引擎全自动生成 UGUI 界面。
Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources 本技能指导文献搜索、整理和综述写作。
Use when writing academic papers, theses, or research articles - supports brainstorming, chapter writing, literature review, and LaTeX outpu…
Authors and structures professional-grade agent skills following the agentskills.io spec.
Create a new Harbor task for evaluating agents.
| Conseil fiscal pour les particuliers français.
| Copilote juridique pour le droit immobilier, les successions, les donations, le droit de la famille et le droit des sociétés en France.
隐藏中间产物位于 output_dir/.nsfc-roadmap/: Nano Banana 模式仅交付: python3 nsfc-roadmap/scripts/generate_roadmap.py \ python3 nsfc-roadmap/scripts/nanob…
python3 scripts/run_pipeline.py --topic "{主题}" --runs-root runs python3 scripts/pipelinerunner.py --topic "{主题}" --domain general --work-dir…
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages…
让两个或多个独立 AI 智能体之间实现实时双向通信、任务自动调度、记忆共享和策略进化。基于 MCP 协议 + SSE 推送,消息零丢失,延迟 < 50ms。
> Upstream tools for 13+ platforms.
Improve a skill's public listing before publish.
Security vetting protocol before installing any AI agent skill.
Vet ClawHub skills for security and utility before installation.
> 你将按照以下 6 个阶段执行 YouTube 视频剪辑任务: yt-dlp --version /opt/homebrew/opt/ffmpeg-full/bin/ffmpeg -version ffmpeg -filters 2>&1 | grep subtitles py…
Internal orchestrator — users should use /paperspine to start a full workflow.
| 问用户:「你要拆哪本书?(书名+平台)有原文文件路径吗?」 如果没有明确目标,按题材或用户想写的类型推荐 2-3 本对标作品。
| 你是网络小说创作教练。你的任务是帮用户从零开始写一本长篇网络小说,从选题确认到大纲搭建再到正文输出。
根据用户提供的资料或需求,创作小红书笔记内容、生成精美图片卡片,并可选择发布到小红书。
Use this skill when the user wants to automate video editing, generate drafts, or manipulate media assets in JianYing Pro.
Use when analyzing data files or transforming datasets.
Design new Claude skills from structured idea specifications.
Mine Claude Code session logs for skill idea candidates.
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), fil…
Testing framework for evaluating Databricks skills.
Create a git commit.
本技能提供专业的代码审查能力,帮助发现潜在问题并提供改进建议。
本技能提供文件和文件夹管理能力。
Prepare a psd-tools release: update changelog, open release PR.
以下参考资料按需加载,根据识别出的具体方向选择对应文件: ├─ 识别文件类型: file binary │ ├─ ELF → GDB + Ghidra │ ├─ PE/DLL → x64dbg + IDA │ ├─ Mach-O → lldb + Hopper;
| 统一入口:python3 {baseDir}/cli.py <command> [options]
This skill supports both Chinese and English reports.
video-claw/ ← OpenClaw 调用的 skill 根目录 ├── video-claw/ ← 前后端项目代码 │ ├── backend/ ← FastAPI 后端(端口 8000) │ │ ├── api/ ← API 路由、Schema 和服务 │ │ ├──…
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
Transcribe audio/video files to text using Qwen3-ASR.
| 本 skill 让 Claude Code 成为非技术用户的"环境医生":用户把仓库 clone 下来或打开项目后说"跑不起来",Claude 自动按标准流程诊断、修复、验证,无需用户理解底层技术细节。
> Take a benchmark the user envies — a founder, KOL, company, or product whose success looks suspiciously shiny — and produce a teardown tha…
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
Finds and recovers content from Claude Code session history files.
Diagnose and resolve Claude Code plugin and skill issues.
Analyze Claude Code and Claude Desktop Code token usage, cost, quota burn, model mix, cache read/write, and 5-hour block consumption using c…
Generates professional animated CLI demos as GIFs using VHS terminal recordings.
Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.
> Reconstruct broken line wrapping in Claude Code exported .txt files.
One-command installer, credential configurator, and diagnostic layer for the full Gangtise (岗底斯投研) OpenAPI skill suite.
帮用户搭一个金融投研专用 LLM Wiki(Karpathy 模式):纯 markdown 文件 + [[wikilink]] 互联 + LLM 维护,知识随用复利。
Convert markdown files to professional PDF documents with proper Chinese font support, theme system, and visual self-check.
Turn a PDF into a single, self-contained, readable HTML file — images, tables, charts and reading order preserved — and optionally translate…
Configures and runs LLM evaluation using Promptfoo framework.
This skill should be used when establishing comprehensive QA testing processes for any software project.
Safely package codebases with repomix by automatically detecting and removing hardcoded credentials before packing.
Fetch Twitter/X post content including long-form Articles with full images and metadata.
This skill should be used when comparing two videos to analyze compression results or quality differences.
Evaluate a trained checkpoint with visualization Parse the user's request from $ARGUMENTS and run evaluation.
Launch a training run for a robot environment using PPO Parse the user's request from $ARGUMENTS and construct a training command.
python-pptx>=0.6.21 python scripts/generatepptx.py --input ./pptdata.json --output ./presentation.pptx 当用户仅需要主题生成和大纲规划:; runs on Python.
yt-dlp>=2024.1.0 beautifulsoup4>=4.12.0 requests>=2.31.0 用户提供抖音视频链接后,调用脚本提取视频信息: python3 /workspace/projects/viral-video-copywriting/scripts…
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-cor…
从抖音分享链接获取无水印视频下载链接, 下载视频, 并使用语音识别提取视频中的文案, 自动保存到文件.
Diagnose and fix .NET HTTPS dev certificate trust issues on Linux.
Use Slopwatch to detect LLM reward hacking in .NET code changes.
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API…
> Review a Java OpenInference instrumentation package against the project's established patterns and conventions.
Use when the user mentions UX flow issues, dead-end views, dismiss traps, missing empty states, broken user journeys, or wants a UX audit of…
你是一个帮助用户重建前任数字人格的助手。
Search, download, and summarize academic papers from arXiv.
| 从竞品视频拆解到脚本生成的完整工作流。将「凭感觉模仿爆款」变成「AI系统拆解+结构化复制」。
Clear description of what this skill does and when to use it.
分析饮食和营养数据,识别营养模式,评估营养状况,并提供个性化营养改善建议。
Create distinctive, high-converting landing pages that combine proven conversion elements with exceptional design quality.
Scaffold a new ClawBio skill from a spec file (JSON/YAML) or interactively — generates SKILL.md, Python skeleton, tests, and updates catalog…
Generate editable PPTX from documents using local ppt-master pipeline.
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefe…
| Step | Subagent 类型 | 职责 | 产物 | 主 agent 行为边界 | |------|--------------|------|------|------------------| | P2A | ResearchSynth | 联网检索 + 素材整理…
uv tool install kabi-boss-cli uv tool upgrade kabi-boss-cli boss status --json 2>/dev/null | jq -r '.authenticated' | grep -q true && echo "…
Scan agent skills for security issues.
| 用户说什么 | 走哪个能力 | 用什么工具 | |------|------|------| | 「把这个PDF/DOCX/PPTX/XLSX/EPUB/图片/音频转成md」「import文档」 | 能力1:万物→md | scripts/anytomd.py(封装 mark…
> Automated pipeline: session analysis -> duplicate check -> skill creation.
Meta-skill for generating new skills with proper format and structure.
遵循测试驱动开发(TDD)方法论,编写可靠且易于维护的 Go 测试的全面模式。
> | 全称 | China Health and Retirement Longitudinal Study (中国健康与养老追踪调查) | | 官网 | https://charls.pku.edu.cn/ | | 覆盖 | 全国 150 县级单位、450 社区,45 岁以上…
MySQL/MariaDB database inspection and queries.
Generates complete Anthropic SKILL packages with proper structure, documentation, and automated download verification.
Scan Clawdbot and MCP skills for malware, spyware, crypto-miners, and malicious code patterns before you install them.
Security scanner for AgentSkill packages.
from wx4py import WeChatClient print("✅ wx4py 已安装") except ImportError: print("❌ 未安装 wx4py") pip install wx4py requires Vendor-specific API…
This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, o…
How to discover, load, and effectively use skills to solve SkillBench tasks.
| 프로젝트 컨텍스트를 분석하여 project-local 스킬을 생성하는 워크플로우.
MX Space project Zod schema patterns.
Use when working on classical materials simulations with LAMMPS, including potential selection, shock or deformation setups, thermodynamic r…
Use when working on CFD cases with OpenFOAM, including solver selection, dictionary setup, mesh workflows, turbulence models, or flow and he…
How to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal.
Automatic solved-to-skill compiler — detects novel task completions and autonomously drafts new SKILL.md files.
Authors deterministic and LLM rubric graders for skillgrade evaluations.
Meta-skill for creating and managing Claude Code skills Meta-skill for creating new Claude Code skills, including skills that wrap MCP pipel…
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid…
>- Use when the user says things like "compare designs", "what changed", "diff my schematic", "show changes from main", or "diff base vs hea…
专业的A股市场分析工具,整合多数据源,提供技术面、基本面综合分析和智能选股策略。
专业的Windows C盘清理和磁盘空间管理工具,帮助用户安全高效地释放磁盘空间。
Implementation skill for R-based epidemiology analysis.
Presentation extraction and slide generation routing Thin wrapper that routes presentation operations to the presentation-agent.
Implement Python code.
Research Python development tasks.
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
Optional sidecar skill for controlled feedback-driven skill evolution.
| 语言 | 单元测试 | E2E测试 | |------|----------|---------| | Node.js | npm test | npx playwright test | | Python | pytest | pytest tests/e2e | | Go…
| Tools and workflows for accessing public biological databases, retrieving sequencing data, querying gene/protein information, pulling proc…
Build and review Blazor applications across server, WebAssembly, web app, and hybrid scenarios with correct component design, state flow, re…
Provides comprehensive guidance for Rspack bundler including configuration, plugins, loaders, optimization, and Webpack compatibility.
Audit a ClawHub skill for security risks BEFORE installation.
This skill should be used whenever users need help planning trips, creating travel itineraries, managing travel budgets, or seeking destinat…
<One sentence describing what knowledge this skill provides.> <!-- One sentence: what does this skill help Copilot do?
Authors and structures professional-grade agent skills following the agentskills.io spec.
Fix a random FIXME in the codebase (in the given scope, use "." for the whole codebase) Your task is to make ONE improvement to the codebase…
python skills/{skill-name}/scripts/main.py --param value | パラメータ | 必須 | デフォルト | 説明 | |-----------|------|----------|------| | --param1 | はい…
Start or stop the WireMock API mock server for UI testing and E2E verification.
使用 scripts/wfp_cli.py 将文档按公文排版规则格式化为标准 .docx。原始文件不原地修改,Word/WPS 类文档会先复制或转换到临时副本,再执行排版。
Downloads skills from a AgentKit skill space to the local machine.
Registers a local skill to the AgentKit platform by uploading it.
Google Docs の一覧を取得します。
9-language quality gate validation: linting, formatting, type checking, and test execution.
Display git changes in GitHub-style unified diff format with colored terminal output.
카카오톡 이전 메시지 보기.
Start local development environment with backend and macOS app Start the backend server and macOS app for local development.
Slack チャンネルを既読にします(一括既読化)。
Integracja KFG do istniejącego projektu bez logs/.
Discover available skills and subagents.
Safety Monitor Agent responsible for compliance and safety checks.
スレッドの参加者一覧を取得します。
A unified interface for annotating single-cell RNA-seq data using Marker Genes, Deep Learning (CellTypist), or LLMs.
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
微信小程序全自动安全审计 Skill。使用 Agent Teams 编排多个 Agent,分阶段完成从反编译到报告生成的全流程静态安全分析。
通过个人微信与本地 Claude Code 进行对话。
EconML (Microsoft) — heterogeneous treatment effect estimation.
python .claude/skills/category-selection/scripts/workflow.py "Sofas" US 20 | 步骤 | 工具/操作 | 用途 | 返回数据大小 | |------|----------|------|----------…
| 读取 06 计划/skillusagelog.jsonl,分析 Skill 使用情况,输出本周总结报告。
| 每次使用完某个 Skill 后,调用本 Skill 记录一条使用日志。日志追加到 06 计划/skillusagelog.jsonl。
Pair Codex with Pluto.jl notebooks using MCP tools.
Implement the security design principle of secure system modification in [organization-defined].
> 本 skill 帮助你完成 Xilinx(AMD)完整设计流程,生成可直接运行的脚本和文件。
当用户说"我刚添加了mckinsey-consultant skill"或"Can you make something amazing with it?"时: 我看到你添加了mckinsey-consultant skill!
你负责将用户提供的梦境文字素材转化为视频提示词,并通过自动化工具链提交到即梦平台生成视频、下载到本地。用户只需要给你文字,你最终返回视频文件。
Improve a SKILL.md to pass the skill-creator standard (quick_validate, frontmatter audit, ≤500 lines) AND the asm-eval 85/8 floor.
ALWAYS use when writing code importing \"sqlite-vec\".
基于《OpenClaw 极简安全实践指南》和《安全验证与攻防演练手册》的 Skill 安全审计工具。对 OpenClaw Skill 进行从源码到运行时的全生命周期安全审查,覆盖供应链投毒、Prompt 注入载荷、恶意代码模式、权限越权等威胁向量。
| Turn every hard-earned lesson into a reusable improvement.
> from rclpy.node import Node from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy from std_msgs.msg import String class Perce…
基于官方 skill-creator 的增强版技能架构师向导,内置合规检查规则,支持两种使用模式: 创建新技能时使用,遵循以下流程: 跳过此步骤的条件:技能的使用模式已经非常清晰。
管理 Claude Code、Codex 和 OpenClaw Skills/Commands 的安装、同步、卸载和列表查看。
所有代理在执行 SolidWorks 自动化前,先运行技能自检: python SKILLDIR/scripts/swpreflight.py import sys;
当用户要求测试 API、生成测试用例、接口测试、集成测试时激活此技能。
专业的 Dify 工作流 DSL/YML 文件自动生成工具,基于对 86+ 实际工作流案例的深度学习,能够根据用户的业务需求自动生成符合 Dify 规范的完整工作流配置文件。
通过 mptext.top API 批量获取指定公众号博主的最新文章,下载并解析为 Markdown/HTML/纯文本格式输出。
本技能为数学建模竞赛和项目提供结构化的三阶段工作流程:建模分析、代码实现、论文撰写。确保建模、编程、论文撰写三个环节紧密衔接,产出高质量的数学建模成果。
Design and conduct qualitative research using grounded theory and case studies A skill for designing and conducting rigorous qualitative res…
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
Brief description of what this skill enables.
基于 Lua 的构建系统,生成 Ninja 构建文件。
Audit the agent's own skill library for malicious, misconfigured, or untrusted SKILL.md files.
A meta-skill that silently watches your workflows and automatically generates reusable Hermes skills from them.
你是 ECharts 数据可视化专家,专门负责根据数据和需求生成专业的 ECharts 图表配置。
Lifecycle guard.
> 使用Chrome DevTools MCP工具从知网采集数据。
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
Validates all CI skills in this repo.
efinance-data 是一个数据获取工具层 skill,为投研分析类 skill 提供底层数据支撑。它封装了 efinance 库的核心接口,覆盖 A 股、基金、可转债、期货四大品类。
> The agent validates skill packages for structure compliance, tests Python scripts for syntax and stdlib-only imports, and scores quality a…
这项技能不是“给一个固定公式”,而是把资料库里的方法层、题型层、训练层、工程化层压成一套总入口。
> 本 Skill 实现从「商品原始图片 + 卖点信息」到「完整电商套图」的一键生成流程: ① 上传商品图片(必须)+ 输入卖点信息(可选) ② AI 视觉分析:提取商品主体,智能生成卖点文案(可编辑) ③ 选择平台规范 + 套图类型(7种标准图) ④ AI 生成每张图的详细 P…
对新样本进行初始化分析,自动生成 i64 数据库并提取所有基础信息: python skills/IDA-Skill/tools/init_analysis.py target.exe stringsusesubagenttoanalyse.txt 文件通常包含数千行字符串,直接…
Convert CAD/BIM files to structured data.
AI-powered construction defect detection using computer vision.
Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI.
当出现以下场景时,应使用此技能: 你是跨学科论文写作专家,专为本科生/研究生论文写作提供全方位支持。你的核心能力包括: 当用户输入论文主题时,不要直接生成内容,而是进行分步引导式提问: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 根据用户回答,自动匹配对应学…
|; runs on Python.
当用户提出请求时,根据以下规则选择性读取文档。不要一次性读取所有文档,只读取与用户请求相关的文件。
本 skill 提供与 TAPD 平台交互的 Python 脚本工具,统一通过 tapd.py 调用。
查询、分析和导出微信聊天数据,提供 AI 驱动的智能洞察和精美的可视化页面。
Read tool → path: "/path/to/paper.pdf" Read 工具会自动将 PDF 转换为文本。如果 PDF 过大被截断,分段读取: pip3 install pdfplumber # 首次使用需安装
Senior Front-End Developer expertise in ReactJS, NextJS, JavaScript, TypeScript, HTML, CSS, and modern UI/UX frameworks You are a Senior Fro…
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
智能简历创建与优化系统,通过五个专业代理为学生提供全方位求职支持。
mcporter call '<DINGTALKMCPURL>' .list_bases limit=5 python3 scripts/importrecords.py basexxx tbl_xxx data.csv makes outbound network calls;…
Takes the active conversation as reference to understand how a skill can be created, with all the lessons learned from the users need in the…
Manage contacts, companies, deals, and pipeline with crm.cli — a headless CLI-first CRM backed by SQLite with a virtual filesystem interface…
| 你是一名具备中国法律全领域知识、擅长系统性检索与规范性文件整理的资深法律AI助手。你的工作方式严格遵循《中华人民共和国立法法》及法律解释规则,所有结论均基于现行有效的成文规范,不做任何推测、假设或虚构。
Codex 优先按 skill 目录发现本文件: 当 skill 已安装后, 用户可直接说"开始建模"或显式说"使用 $mathmodel-skill 开始建模"。
Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and…
Picking the wrong design strategy on a novel target wastes a GPU day.
Thorough target research before design prevents wasted compute and failed campaigns.
Protenix v1 is an AF3-class structure prediction model (368M parameters) for proteins, complexes, and protein-ligand systems.
You are an expert at designing de novo protein binders using PXDesign.
基于认知科学研究的专业代码分析工具,支持三种分析深度,确保真正理解代码,而非产生流畅幻觉。
Documenta projeto Power BI (PBIP) inteiro em markdown estruturado + HTML navegável (mini-site de doc).
pip install wordformat -i https://pypi.tuna.tsinghua.edu.cn/simple # 国内 pip install wordformat # 海外 验证:wordf --help | 命令 | 功能 | 输入 | 输出 | |-…
Use this skill whenever the user wants to create a tailored resume for a specific job posting.
Step-by-step guide for adding new pages to the Yew frontend This skill guides you through adding a new page to the Lightfriend Yew WebAssemb…
| 根据用户提供的数据表信息(表名、字段定义),按照若依框架规范自动生成完整的 CRUD 代码,包括: 用户需要提供以下信息(可以通过对话澄清获取):
UI/UX design intelligence.
UI/UX design intelligence.
>- This skill helps AI agents create and manipulate Word documents programmatically.
Discover, browse, filter, and pay for x402-compatible API endpoints and MCP tools from the x402 Bazaar — the autonomous discovery layer for…
Main entry point for hierarchical task execution.
本技能提供论文写作全流程支持,从选题、文献综述、结构规划到最终排版,帮助用户高效完成学术论文、学位论文和研究报告的写作。
Build and maintain a git-based markdown wiki for software teams.
Fetch HarmonyOS docs through API first, then fallback to generic fetch.
本 skill 用于检测和消除中文学术论文中的 AIGC 写作痕迹。
Pipeline for downloading academic paper full-text at scale.
Generate structured PR review comments using Claude Code agents and post them to GitHub.
Local-first AI agent with personality.
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control…
Control and interact with Kitty terminal windows - list windows, read output, send commands, and launch new terminals Control your Kitty ter…
Implements Manifold-Constrained Hyper-Connections (mHC) to solve residual connection issues using Doubly Stochastic Matrices.
Search Israeli restaurants, check table availability, view menus, and get booking links on Ontopo.
Modern RDKit workflows for cheminformatics, including molecular fingerprints, drawing, and property calculations.
Path-conditional verification checklist (basic/standard/strict) with retry loop | 工具 | 类型 | 用法 | 调用方式 | |:---|:---|:---|:---| | Superpowers…
Lightweight voice MCP server with local Moonshine STT + Kokoro TTS Vox is a lightweight voice MCP server (~1,500 lines of Rust) providing lo…
Fast, semantic, and hybrid code search tool.
Scaffold a Next.js project with App Router, TypeScript, Tailwind CSS, and opinionated defaults.
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with larg…
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.).
Comprehensive Cocos Creator 3.x development guide covering TypeScript scripting, component system, node hierarchy, scene management, resourc…
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
Use when editing files under `plugin/asicrs/`, `sdk/rust/`, or `server/sdk/v1/pb/` (which the asicrs build also consumes).
| 处理、生成、发送、转换、编辑 Word、Excel、PDF、Markdown 等文档的统一中心。
Build against the memories.sh SDK packages in application code.
Package map and reading order for Better Translate product skills.
基于 Vben Admin 5.0 文档的专业开发指导技能,帮助快速开发中后台管理系统。
Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage.
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
Build type-safe applications with advanced TypeScript features, generics, and strict type checking.
支持公文生成、格式检查、语气规范检查、模板库。
NestJS backend development patterns.
Package text and images into valid ePub 3 e-books — chapters, TOC, cover images, and metadata for Kindle and Apple Books.
| 一站式学术研究工作流,覆盖从论文检索到最终演示的完整链路。; runs on Python.
Universal validation and knowledge capture.
帮助研发人员撰写专利技术交底书,并进行专利检索。
Use when modern C++ features from C++11/14/17/20 including auto, lambdas, range-based loops, structured bindings, and concepts.
Use when encountering compilation errors, runtime crashes, memory leaks, UI issues, or threading problems in Qt C++ projects.
根据采购技术规范和评分标准,自动生成完整的投标服务方案文档(Word + 信息图)。适用于培训类项目投标。
| This skill covers modern ML-based causal inference methods: Causal Forests (GRF) for heterogeneous treatment effects, Double/Debiased Mach…
Access a personal Slack workspace via session tokens (no app install required).
> Windows: C:\Users\<用户名>\Zotero\zotero.sqlite macOS: ~/Zotero/zotero.sqlite Linux: ~/Zotero/zotero.sqlite 配置文件: %APPDATA%\Zotero\Zotero\Pro…
> One install, one entry point, one query interface to all project state.
Guide frontend component design and code review using functional cohesion.
Fast, free web search using DuckDuckGo.
Extract transcripts, captions, or subtitles from YouTube videos.
Expose a workload for access.
高质量歌词必须同时满足:叙事性 + 意象性 + 韵律感 + 情感共鸣 检查标准:有没有具体的时间/地点/人物/物品?有没有直接说"心痛/悲伤"?
> 适用于 兼职/ 下所有需要交付 Word 报告、论文式分析说明、正式统计表或客户可见结果文档的任务。只要用户没有明确要求保留过程说明,交付前必须回看最终成品文件,而不是只检查生成脚本。
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Docker 多服务部署最佳实践 - 生产级 Dockerfile 和 Docker Compose 架构指南。
Access A-share (中国A股) market data via East Money's public HTTP APIs.
| 本技能提供同花顺 iFinD HTTP API 的完整函数参考,用于编写通过 HTTP 请求获取金融数据的 Python 代码。
| 创建符合学术出版标准的高质量图表。; runs on Node.js.
通过 tencent-news-cli 获取腾讯新闻内容。
python scripts/sogou_search.py "关键词" --days 7 基于搜狗微信搜索(weixin.sogou.com)实现公众号文章检索: python scripts/sogou_search.py --type gzh "公众号名" makes ou…
>- Use when this capability is needed.
> Three questions, in order, before writing any comment: offers none, flag it.
| Use when this capability is needed.
Add a chunking hook for a new or existing language in the ingest pipeline.
Add Telegram as a channel.
Principal AI Architect.
Aider is an open-source AI pair programming tool that runs in your terminal, letting you collaborate with LLMs to edit code across your enti…
Terminal pair programming with Aider, the AI pair programmer that edits Use when this capability is needed.
> Use when this capability is needed.
| Passthrough proxy for direct access to third-party APIs using managed auth connections.
Bootstrap a new host application on top of the published atrium base image, or retrofit an existing FastAPI / SQLAlchemy / React app onto at…
> Use when this capability is needed.
>- Use when this capability is needed.
Operate Azure SQL Database, Cosmos DB, and managed database services.
Comprehensive backend development guide for Node.js/Express/TypeScript microservices.
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
Create native unit tests for Swift (iOS) and Kotlin (Android) code in the bcsc-core package.
本技能用于下载哔哩哔哩(B站)视频并提供截图功能,支持以下特性: 当用户输入以下关键词时触发本技能: 当用户选择固定时间点截图时,支持以下自然语言格式: 参考文档位于 reference/ 目录,包含详细的使用说明和技术文档。
| Use when this capability is needed.
Refresh bQuery AI guidance and release metadata.
Brian API — natural language to executable Web3 transactions.
| Use when this capability is needed.
Direct GraphQL API integration with Bunny — the subscription billing and management platform.
Free OSINT reconnaissance to discover, validate, and build outreach-ready contact lists for businesses by region/industry.
Generate parametric 3D CAD models using OpenSCAD scripting language.
> Use when this capability is needed.
Python or Docker Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage o…
> This skill creates immersive, research-backed learning experiences that make users feel like industry veterans.
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
Analytical circuit design and simulation — voltage dividers, RC/RL/RLC filters, power calculations, impedance analysis, transfer functions.
Delegate complex, multi-file coding tasks to an autonomous coding agent that can iterate and self-correct.
> Quantitative portfolio toolkit for professional investors.
Unix-composable CLI design patterns.
Refatorar código, refactoring, modernizar código legado, melhorar qualidade, atualizar padrões, converter componente Angular para standalone…
| Use when this capability is needed.
Bridge between Claude Code and OpenAI Codex CLI - generates AGENTS.md from CLAUDE.md, provides Codex CLI execution helpers, and enables seam…
Build Codex-native workflows for open-source maintenance.
name: coding-standards Use when this capability is needed.
Insert structured START/END code comment blocks around features, sections, logical blocks, TODOs, bugfixes, refactors, or notes.
> Use when this capability is needed.
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code c…
Keeps examples/integrations/* demos aligned to the north-star (langgraph-python).
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
Create a new domain-specific instruction file when current coverage gaps require file-scoped guidance Use when this capability is needed.
Use this skill whenever the user wants to create, scaffold, set up, initialize, or bootstrap a new Python project.
| Use when this capability is needed.
| Use when this capability is needed.
Add new capabilities or modify nano-core behavior.
本技能指导 AI Agent 使用本仓库中的下载脚本获取地球科学数据。
你是全栈开发工程师,负责根据产品需求文档(Product-Spec.md)和原型图(如有)实现功能代码。你的核心职责是: app/ # Next.js App Router 页面 components/ # 可复用组件 lib/ # 工具函数 hooks/ # 自定义 Hooks…
> Use when this capability is needed.
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started…
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desk…
Difftastic is a structural diff tool that compares files based on their syntax rather than line-by-line text.
Dioxus is a fullstack app framework for Rust that enables building cross-platform applications for web, desktop, and mobile from a single co…
Complete Discord server interaction via Discord bot API for posting messages, uploading/downloading images and files, editing/deleting messa…
Django + FastAPI development.
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing.
> Use when this capability is needed.
>- Use when this capability is needed.
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deploym…
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before rele…
Generate language-specific docstrings for C#, Java, Python, and TypeScript following industry standards (PEP 257, Javadoc, JSDoc, XML docume…
Effective technical documentation strategies, API docs, README patterns, and doc generation workflows Use when this capability is needed.
>- Use when this capability is needed.
Domain-Driven Design patterns for TypeScript.
| Use when this capability is needed.
Complete DreamHost website management via SFTP/SSH for React JS deployments, multi-site routing, file operations, and content management.
"Complete DreamHost website management via SFTP/SSH for React JS Use when the user request matches this skill's domain and capabilities.
Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and aut…
| Use when this capability is needed.
| Use when this capability is needed.
TEMPLATE - Mobile development patterns.
> Use when this capability is needed.
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
| Use when this capability is needed.
Design and simulate control systems — transfer functions, PID controllers, Bode plots, root locus, stability analysis, state-space modeling.
Run a complete engineering project through Forge's 8-phase autonomous pipeline.
Free local AI image and video processing toolkit with cloud AI generation.
Compute PR statistics (total, merged, closed, avg merge time, top contributor) from GitHub API data using Python or jq.
> Use when this capability is needed.
通过 GitHub 公开 API 抓取用户所有 starred 仓库,按大类自动分组,生成标准化中文 Markdown 报告文件。
Use when the project uses Go for systems programming or backend services Check every error.
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
Use when working on github.com/adlandh/echo-oapi-middleware/v2, an Echo v5 middleware library that serves OpenAPI YAML and Swagger UI from k…
Use when adding or configuring github.com/adlandh/echo-otel-middleware/v2 in a Go Echo application, or when writing examples for this middle…
Use when adding or configuring github.com/adlandh/echo-zap-middleware/v2 in a Go Echo service.
This skill helps you learn Go (Golang) one topic per day.
>- Use when this capability is needed.
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go applicatio…
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance…
Write Go integration tests with testcontainers-go Use when this capability is needed.
Write idiomatic Go tests.
Troubleshoot Golang programs systematically - find and fix the root cause.
> Use when this capability is needed.
| Use when this capability is needed.
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
Fetch and organize Hugging Face Daily Papers for a specified date.
Adapted from Hugging Face's dataset creator skill for FF-Terminal, Use when another skill is a better direct match for the task.
This skill enables you to create, manage, and publish datasets on the Hugging Face Hub with a focus on agricultural and farm-related data.
This skill enables you to manage, track, and analyze evaluation results for machine learning models used in agricultural applications.
This skill helps you publish and manage research papers on the Hugging Face Hub, enabling seamless integration with models, datasets, and re…
This skill enables publishing and managing research papers on the Use when the user request matches this skill's domain and capabilities.
> このスキルは AgentVillage プロジェクトの開発フローをガイドする。
> Ika is a parallel MPC signing network built on Sui.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability…
你是富途/moomoo OpenAPI 安装助手,自动下载安装 OpenD 并升级 SDK。默认安装富途版,可通过参数指定 moomoo 版。
>- Use when this capability is needed.
Add Opik tracing to an existing codebase.
| Use when this capability is needed.
Jujutsu (jj) is a powerful Git-compatible version control system that reimagines VCS workflows with automatic rebasing, first-class conflict…
Kimi-K2.5 Writing Skill.
Kubernetes cluster management skill.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control traffic flow between pod…
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod communication.
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
Use when editing a DeepAgents project — adding tools, sub-agents, modifying the system prompt, choosing a filesystem backend, or composing e…
Use when productionising or deploying a LangChain / LangGraph / DeepAgents agent.
Use when editing a non-agentic LCEL pipeline — composing Runnables, retrievers, embeddings, chat models, parsers, or building a RAG chain.
Use when building a custom-graph LangGraph agent — when `create_agent(...)` + middleware isn't enough and you need explicit StateGraph contr…
Use when authoring eval datasets, writing evaluators, running evals against a LangChain / LangGraph / DeepAgents project, comparing eval res…
Use when building or productionising any agent — adding retries, fallbacks, summarization, human-in-the-loop, PII redaction, call limits, or…
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch.
Audit LangChain configuration and security Use when: "audit langchain, Use when this capability is needed.
Backup LangChain data and configuration Use when: "backup langchain, Use when this capability is needed.
Build LangChain chains, agents, and tool integrations with scaffolding, validation, and template generation.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Export data from LangChain Use when: "export langchain, langchain export, Use when this capability is needed.
Check LangChain service health Use when: "health langchain, langchain Use when this capability is needed.
Import data into LangChain Use when: "import langchain, langchain import, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
View LangChain service logs Use when: "logs langchain, langchain logs, Use when this capability is needed.
Migrate data to/from LangChain Use when: "migrate langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Generate reports from LangChain Use when: "report langchain, langchain Use when this capability is needed.
Restart LangChain service Use when: "restart langchain, langchain restart, Use when this capability is needed.
Restore LangChain from backup Use when: "restore langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Sync data between LangChain and other services Use when: "sync langchain, Use when this capability is needed.
Update LangChain to latest version Use when: "update langchain, langchain Use when this capability is needed.
LangExtract by Google is a Python library for extracting structured information from unstructured text using LLMs with precise source ground…
Use when the user wants to learn a new programming language, framework, or platform via a hands-on, one-lesson-at-a-time curriculum — phrasi…
| Use when this capability is needed.
Private LLM and vision via LM Studio.
Multi-language code navigation via persistent LSP daemons.
Microsoft 365 Agents SDK for Python.
Design and implement a complete ML pipeline for: $ARGUMENTS Use when this capability is needed.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design…
> Use when this capability is needed.
> Use when this capability is needed.
>- Use when this capability is needed.
React Native mobile app development patterns with Expo 54, Tamagui, and expo-router.
>- Use when this capability is needed.
Use at session start and before running shell commands involving Python, Node.js, file search, or HTTP requests.
Modern Python toolchain substrate.
> Use when this capability is needed.
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-serve…
hwpx 공문/기안문 양식을 첨부하면 주제에 맞춰 공문 내용을 자동 작성 mkdir -p hwpxwork && cd hwpxwork cp 원본.hwpx 원본.zip unzip -o 원본.zip -d original Contents/section0.xm…
Scaffold a new project with the full AI-assisted development workflow — Makefile targets, linter/formatter configs, pre-commit hooks, CLAUDE…
newsbox 是「采集层」CLI + SDK:从 RSS / 网页采集 AI 信源 → 落进 ~/.newsbox/raw.db(业务投影是 articlesraw 表;
Node.js + Express backend patterns.
>- Use when this capability is needed.
Use this skill when the user wants to start, stop, check, or list generated NoUI MCP servers, or connect a server to Claude Code.
Use when working on Odoo 19 server-side code or backend tests: Python models, ORM recordsets, fields/decorators, domains, SQL/cache, `__mani…
Ollama runs large language models locally with a simple CLI and REST API.
Agent-driven cold-start onboarding.
onefetch is a Rust CLI tool that displays project information and code statistics for Git repositories directly in the terminal.
Run and audit OperatorOne Stage1 marketing SEO shadow experiments across input sync, context index, keyword graph, experiment synthesis, and…
Write real tests for a function or spec scenario — language-agnostic (TypeScript, Python, C++…).
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms.
AI-driven multi-format SVG content generation system for presentations, social media graphics, and marketing materials.
Presentation creation, editing, and analysis.
Initialize a brand-new project from scratch with a default full-stack scaffold (Rust core + React Router 7 portal + Docker + Kubernetes).
Scaffold a polyglot library project as TypeScript + Python twin packages under `packages/ts/` + `packages/py/`, with a shared `SPEC.md`, cro…
> Use when this capability is needed.
How to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal.
Python test generation assistant Use when this capability is needed.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->;
When the user wants to design, implement, debug, or scale Python API tests using pytest + requests/httpx.
Deploy a Python project to the target environment.
> Use when this capability is needed.
Prepare Python projects with professional structure, documentation, and tooling.
Quickly analyzes Python repositories to understand their purpose, structure, and setup requirements.
Generate strongly-typed models and serializers from JSON, JSON Schema, TypeScript, and GraphQL queries in 20+ programming languages.
> Use when this capability is needed.
Build and manage React Native/Expo mobile apps including project setup, development workflows, and platform-specific guidance.
| Use when this capability is needed.
| Use when this capability is needed.
| +-- .pdf --> python parse.py --input resume.pdf --output resume.md | +-- .docx/.doc --> python parse.py --input resume.docx --output resum…
Execute and orchestrate external CLI-based agents to delegate subtasks, obtain specialized outputs, or compose multi-agent workflows.
Rust com clippy warnings-as-errors, sem unwrap fora de testes Use when this capability is needed.
>- Use when this capability is needed.
Use this skill when the user asks about rust-libp2p, Rust libp2p, libp2p::SwarmBuilder, NetworkBehaviour, ConnectionHandler, Transport, Peer…
Set up Rust quality gates (cargo check/build, clippy, rustfmt, dead code, unused deps via cargo-machete, doc build, tests) in any Rust repo,…
| Use when this capability is needed.
One-file-at-a-time Rust quality pass for Citum, using jcodemunch to target the highest-value cleanup.
Static Application Security Testing (SAST) for multi-language codebases.
>- Use when this capability is needed.
>- Use when this capability is needed.
Perform language and framework specific security best-practice reviews and suggest improvements.
>- Use when this capability is needed.
Comprehensive software architecture skill for designing scalable, maintainable systems across web, mobile, and backend stacks (React, Next.j…
This skill should be used when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microser…
| Use when this capability is needed.
Test, analyze, or start Docker for the server project Use when this capability is needed.
| Use when this capability is needed.
| Use when this capability is needed.
This skill provides comprehensive Shopify store management capabilities through the Shopify Admin GraphQL API.
Audits a Claude Code / Agent SDK skill (or folder of skills) against 10 QA Use when this capability is needed.
Knowledge and utilities for creating animated GIFs optimized for Slack.
Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea in…
> Use when this capability is needed.
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
Load a flat dataset (CSV / Parquet / JSON / Excel) into a SQL database.
Build SQL database integrations with SQLModel for FastAPI projects.
Perform real structural engineering calculations — beam deflection, stress analysis, buckling, safety factors.
| Use when this capability is needed.
Complete Telegram bot creation for AI agents and pipelines.
which terraform 2>/dev/null || echo "NOT_INSTALLED" 如果未安装,进入安装流程。如果已安装,跳到第 3 步。
Terraform IaC management skill.
Remote-control tmux sessions for interactive CLIs by sending Use when the user request matches this skill's domain and capabilities.
>- 适用于 TokenKey fork of sub2api。Lightsail Edge 与 EC2 Edge 并行(不是替代)。
When no existing engineering tool fits the problem, the fabricator creates a new one from scratch.
Activate when user asks to sync, push, or publish local Tracecat MCP server code or Claude Code skills to their GitHub repositories Use when…
TypeScript type safety, async correctness, error handling, and immutability patterns.
Use to generate and organize production-ready TypeScript types, interfaces, enums, DTOs, and shared utility types using strict feature-based…
Mobile UI patterns - React Native, iOS/Android, touch targets Use when this capability is needed.
World-class UI для Veda на Untitled UI React v8.
Language-specific verification for Python, TypeScript/JavaScript, and Go.
Implement features and fix bugs for the vfs-s3 project.
|- Use when this capability is needed.
> Use when this capability is needed.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS,…
Toolkit for interacting with and testing local web applications using Playwright.
本skill提供了企业微信智能表格添加记录的正确操作方法,确保不同数据类型(数字、日期、文本等)都能按照企业微信API的要求正确处理。
Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs.
When Whisper (CLI or Python) gets stuck on video files during transcription — output dir stays empty, process runs at low CPU/memory with no…