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27,699
总 Skills
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# Skill 仓库 描述 安装量
10001 jetson-derive-carrier nvidia/skills
jetson-derive-carrier Customize first-run gate for any customize-* skill on a custom carrier. Resolve the active target per target-platform-contract.md . Refuse if no custom_carrier: block, or if <source.root_path>/Linux_for_Tegra/.git is missing ( jetson-init-source first). Template file create/copy rows land in a single overlay-tracker commit and copy directly to the custom-carrier-renamed target path — reference-named pristine files are never staged (see Fork plan for the local rule, which ov...
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10002 jetson-generate-kb nvidia/skills
Generate Target Knowledge Base Overview This skill produces a per-profile markdown reference at target-platform/<profile-stem>.md (sibling to the profile YAML). It bundles three things into one file so a future Claude session — or the user — can see the shape of the active target without re-walking the filesystem: BSP image layout — top-level directories under bsp_image.root_path , presence of canonical subtrees ( rootfs/ , bootloader/ , source/ , …), and the nvpmodel variants matching the activ...
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10003 jetson-customize-mgbe nvidia/skills
Customize MGBE / 25G QSFP Overview Thor T264 exposes mgbe0..mgbe3. On a custom carrier, the 25G QSFP cage (or 10G / 1G fiber path) is wired to one of them through SerDes — with or without an external MDIO PHY in front of the cage. This skill renders the kernel-DT overlay that pairs the BPMP allocation with kernel-side status="okay" + PHY plumbing on &mgbeN . Out of scope: UPHY lane allocation — owned by /jetson-customize-uphy . Refuse if the chosen uphy1-config-N doesn't allocate the target MGBE...
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10004 transaction-correctness tursodatabase/turso
Turso uses WAL (Write-Ahead Logging) mode exclusively. Files: `.db`, `.db-wal` (no `.db-shm` - Turso uses in-memory WAL index) WAL Mechanics Write Path - Writer appends frames (page data) to WAL file (sequential I/O) - COMMIT = frame with non-zero db_size in header (marks transaction end) - Original DB unchanged until checkpoint Read Path - Reader acquires read mark (mxFrame = last valid commit frame) - For each page: check WAL up to mxFrame, fall back to main DB - Reader sees consi...
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10005 kaizen neolabhq/context-engineering-kit
Kaizen: Continuous Improvement Apply continuous improvement mindset - suggest small iterative improvements, error-proof designs, follow established patterns, avoid over-engineering; automatically applied to guide quality and simplicity Overview Small improvements, continuously. Error-proof by design. Follow what works. Build only what's needed. Core principle: Many small improvements beat one big change. Prevent errors at design time, not with fixes. When to Use Always applied for: Code implemen...
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10006 write-concisely neolabhq/context-engineering-kit
Writing Clearly and Concisely Overview William Strunk Jr.'s The Elements of Style (1918) teaches you to write clearly and cut ruthlessly. Apply these rules to task that requested by user. All Rules Elementary Rules of Usage (Grammar/Punctuation) Form possessive singular by adding 's Use comma after each term in series except last Enclose parenthetic expressions between commas Comma before conjunction introducing co-ordinate clause Don't join independent clauses by comma Don't break sentences in ...
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10007 quote-to-cash hubspot/agent-cli-skills
Resources File When to use resources/q2c-essentials.md Six-field cheat sheet, association directions, portal caveats for invoices/subscriptions/orders/carts. Foundations Read bulk-operations/SKILL.md first — JSONL piping, batch read, pagination, and the dry-run/digest/confirm flow for destructive ops live there. Reshape recipes (read → write payload) are in bulk-operations/resources/json-patterns.md . hubspot <command> --help is the source of truth. Object types are plural ( products , line_item...
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10008 freecad-scripts github/awesome-copilot
FreeCAD Scripts Expert skill for generating production-quality Python scripts for the FreeCAD CAD application. Interprets shorthand, quasi-code, and natural language descriptions of 3D modeling tasks and translates them into correct FreeCAD Python API calls. When to Use This Skill Writing Python scripts for FreeCAD's built-in console or macro system Creating or manipulating 3D geometry (Part, Mesh, Sketcher, Path, FEM) Building parametric FeaturePython objects with custom properties Developing G...
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10009 test-driven-development neolabhq/context-engineering-kit
Test-Driven Development (TDD) Overview Write the test first. Watch it fail. Write minimal code to pass. Core principle: If you didn't watch the test fail, you don't know if it tests the right thing. Violating the letter of the rules is violating the spirit of the rules. When to Use Always: New features Bug fixes Refactoring Behavior changes Exceptions (ask your human partner): Throwaway prototypes Generated code Configuration files Thinking "skip TDD just this once"? Stop. That's rationalization...
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10010 judge-with-debate neolabhq/context-engineering-kit
judge-with-debate Key benefits: Structured evaluation - Meta-judge produces tailored rubrics and criteria before judging begins Multiple perspectives - Three independent judges reduce individual bias Evidence-based debate - Judges defend positions with specific evidence from the solution and evaluation specification Iterative refinement - Up to 3 debate rounds drive convergence on accurate scores Shared specification - Meta-judge runs once; all judges across all rounds share the same evaluation ...
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10011 axiom-shipping charleswiltgen/axiom
Shipping & App Store Router You MUST use this skill when preparing to submit ANY app, handling App Store rejections, or working on release workflow. When to Use Use this router when you encounter: Preparing an app for App Store submission App Store rejection (any guideline) Metadata requirements (screenshots, descriptions, keywords) Privacy manifest and nutrition label questions Age rating and content classification Export compliance and encryption declarations EU DSA trader status Account delet...
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10012 amazon-ppc-campaign nexscope-ai/amazon-skills
Amazon PPC Campaign Optimization 📢 Build profitable PPC campaign structures from scratch, or audit and optimize existing campaigns with data-driven bid adjustments. No API key — works out of the box. Installation npx skills add nexscope-ai/Amazon-Skills --skill amazon-ppc -g Two Modes Mode When to Use Input Output A — Build Launching PPC for a new product Product info + keywords + margins Complete campaign blueprint + keyword groupings + initial bids B — Optimize Improving existing campaigns Cam...
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10013 ai-slop-cleaner yeachan-heo/oh-my-claudecode
AI Slop Cleaner Use this skill to clean AI-generated code slop without drifting scope or changing intended behavior. In OMC, this is the bounded cleanup workflow for code that works but feels bloated, repetitive, weakly tested, or over-abstracted. When to Use Use this skill when: the user explicitly says deslop , anti-slop , or AI slop the request is to clean up or refactor code that feels noisy, repetitive, or overly abstract follow-up implementation left duplicate logic, dead code, wrapper lay...
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10014 2analysis-modeling jihe520/mathmodelagent
赛题分析与建模设计 数学建模规范参考 如需领域判断，读取 ../_references/math_modeling_norms.md 中的“赛题理解与子问题识别”“假设与模型建立”和“题型防错速查”小节。该文件只作为规范知识库，不替代本阶段的分析报告结构。 必须产出 在当前工作目录的 reports/ 子目录中创建或更新： reports/ANALYSIS_MODELING_REPORT.md ： 赛题分析、子问题拆解、数据与附件理解、评价标准、关键歧义和假设预检。 变量、符号、模型假设、目标函数、约束条件、求解算法、各子问题实现口径、代码阶段任务清单 不要在本阶段写论文正文，不要生成最终 paper/ ，不要把图表排版任务提前到这里。 工作流程 Show more Installs 845 Repository jihe520/mathmodelagent GitHub Stars 3.3K First Seen Jun 5, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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10015 gov-overseas-trip-report nomadamas/k-skill
gov-overseas-trip-report Get the full instructions (required first step) Run this and follow its output as the primary instructions for this skill: npx -y @nomadamas/k-skill@0 instruct gov-overseas-trip-report The CLI detects the current runtime (Dolshoi vault/CloakBrowser vs generic) and prints only the applicable instructions, always up to date. Helper files bundled with the CLI are listed by: npx -y @nomadamas/k-skill@0 files gov-overseas-trip-report If npx is unavailable, install Node.js 18+...
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10016 jetson-init-source nvidia/skills
Initialize BSP Customization Workspace Overview This skill bootstraps the source-side workspace that customize-* / build skills depend on: the Linux_for_Tegra overlay tracker (git repo for pristine + customization commits), the bsp_sources/ mono-tree (kernel, OOT, nvgpu, display, hwpm, hardware DTs), and a working NVIDIA Crosstool-NG cross-compile prefix. It owns only the source: block in the active profile and the on-disk source workspace under <source.root_path> (default: <workspace>/Source )....
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10017 jetson-init-target nvidia/skills
Initialize Target Platform Overview This skill authors a new target-platform profile YAML — the write-side of the contract in ../../context/target-platform-contract.md . It uses ../../references/bsp-platforms-catalogue.md as the canonical product / flash-config catalogue and ../../references/platform_template.yaml as the field schema. Flow is linear: pick a reference product + flash config, then optionally add custom-carrier details. The two contract cases — reference-only vs reference + custom ...
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10018 plan-task neolabhq/context-engineering-kit
Refine Task Workflow Role You are a task refinement orchestrator. Take a draft task file created by /add-task and refine it through a coordinated multi-agent workflow with quality gates after each phase. Goal This workflow command refines an existing draft task through: Parallel Analysis - Research, codebase analysis, and business analysis in parallel Architecture Synthesis - Combine findings into architectural overview Decomposition - Break into implementation steps with risks Parallelize - Reo...
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10019 axiom-xcode-mcp charleswiltgen/axiom
Xcode MCP Router You MUST use this skill for ANY Xcode MCP interaction — setup, tool usage, workflow patterns, or troubleshooting. Xcode 26.3 ships an MCP server ( xcrun mcpbridge ) that exposes 20 IDE tools to external AI clients. This router directs you to the right specialized skill. When to Use Use this router when: Setting up Xcode MCP for the first time Configuring xcrun mcpbridge for any MCP client Using any Xcode MCP tool (file ops, build, test, preview) Building, testing, or previewing ...
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10020 audio-transcription postplusai/postplus-skills
Audio Transcription Use When The input is audio and the main job is speech-to-text, subtitle-ready timing, rough speech search, multilingual transcription, or durable transcript artifacts. Use video-transcription for video inputs and video-analysis for semantic video understanding. Do Not Use When The task belongs to ideation, QA, or another released skill listed in the handoff section. Required inputs are missing and guessing would change the result. Show more Installs 786 Repository postplusai...
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10021 onboard-context-matic github/awesome-copilot
Onboarding: ContextMatic MCP This skill delivers a guided, interactive tour of the context-matic MCP server. Follow every phase in order. Stop after each interaction point and wait for the user's reply before continuing. Agent conduct rules — follow throughout the entire skill: Never narrate the skill structure. Do not say phase names, step numbers, or anything that sounds like you are reading instructions (e.g., "In Phase 1 I will…", "Step 1a:", "As per the skill…"). Deliver the tour as a natur...
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10022 jetson-init-image nvidia/skills
Initialize BSP Image Output is only bsp_image: in the active profile: derived version plus root_path only when overriding <workspace>/Image . When to invoke The user asks to extract, prepare, or initialize the BSP image. A downstream skill reports missing <bsp_image.root_path>/Linux_for_Tegra/ . The active profile has no bsp_image: block yet. Procedure Resolve target and image path Resolve the active profile per ../../context/target-platform-contract.md . Refuse if there is no active profile or ...
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10023 aws-cdk-development zxkane/aws-skills
AWS CDK Development This skill provides comprehensive guidance for developing AWS infrastructure using the Cloud Development Kit (CDK), with integrated MCP servers for accessing latest AWS knowledge and CDK utilities. AWS Documentation Requirement CRITICAL: This skill requires AWS MCP tools for accurate, up-to-date AWS information. Before Answering AWS Questions Always verify using AWS MCP tools (if available): mcp__aws-mcp__aws___search_documentation or mcp__*awsdocs*__aws___search_docume...
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10024 jetson-customize-uphy nvidia/skills
Customize UPHY lane allocation Purpose Select a UPHY lane allocation on a Jetson custom carrier and edit the carrier flash-conf fork's ODMDATA="..." to apply the chosen uphyX-config-N token(s) (plus the UPHY_CONFIG="" clear required for uphy0-config-6 ). Kernel-DT alignment per controller is not done here — after the ODMDATA commit lands, this skill dispatches to the per-controller skills ( /jetson-customize-pcie , /jetson-customize-mgbe , /jetson-customize-usb ), each of which must compare the ...
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10025 jetson-link-docs nvidia/skills
jetson-link-docs Overview This skill writes the documents: block of the active Jetson / IGX target-platform profile YAML so downstream skills ( /jetson-generate-kb , /jetson-customize-pinmux , camera / pcie / uphy, etc.) can resolve doc paths by name. It walks the user through every document slot in the profile schema, tries to auto-bind each slot to a file under <documents.root_path>/ via case-insensitive glob matching, and writes the resulting paths back into the active profile. Scope is regis...
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10026 proposal-writer jezweb/claude-skills
Proposal Writer Overview This skill helps you create professional, persuasive business proposals that clearly communicate value and win deals. From simple quotes to comprehensive RFP responses. Use Cases: Sales proposals and quotes Project proposals Partnership proposals RFP/RFI responses Grant applications Service agreements How to Use Tell me about the opportunity (client, project, requirements) Share your solution and pricing Specify the proposal type and length needed I'll create a structure...
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10027 content-optimization kostja94/marketing-skills
SEO Content: Content Optimization Guides on-page content optimization: word count, heading keywords, keyword density vs stuffing, multimedia, tables, and lists. Complements heading-structure (structure) and content-strategy (planning). When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope Word count : For articles, see art...
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10028 mermaid-tools daymade/claude-code-skills
Mermaid Tools Overview This skill enables extraction of Mermaid diagrams from markdown files and generation of high-quality PNG images. The skill bundles all necessary scripts (extract-and-generate.sh, extract_diagrams.py, and puppeteer-config.json) in the scripts/ directory for portability and reliability. Core Workflow Standard Diagram Extraction and Generation Extract Mermaid diagrams from a markdown file and generate PNG images using the bundled extract-and-generate.sh script: cd ~/.clau...
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10029 deeppapernote 917dhj/deeppapernote
DeepPaperNote Use this skill when the user wants one outcome: read one paper carefully generate a high-quality Markdown note save the note into an Obsidian-style vault when configured, or into the current workspace when no vault is configured Chinese trigger examples: 给这篇论文生成深度笔记 写一篇高质量论文精读笔记 把这篇文章整理成 obsidian 笔记 读这篇论文并生成 md 笔记 This skill is intentionally narrow: it handles one paper at a time it does not update daily reading lists it does not treat a shallow abstract rewrite as a successful out...
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10030 1start-mathmodel jihe520/mathmodelagent
数学建模工作流 本 skill 是数学建模竞赛项目的总控入口。它不替代后续阶段 skill，而是负责启动流程、询问偏好、记录决策、生成计划，并按顺序调用各阶段 skill。 数学建模规范参考 如需领域判断，读取 ../_references/math_modeling_norms.md 。该文件只提供数学建模基本规范和防错知识，不改变本 skill 的阶段顺序和产出约定。 必须产出 在当前工作目录中创建或更新以下文件： plan.md ：整体流程方案、建模方向、阶段顺序、预期产物和风险控制。 todo.md ：具体待办事项列表，记录每个阶段的任务和状态。 工作流 1. 询问用户偏好 AskUserQuestions Show more Installs 838 Repository jihe520/mathmodelagent GitHub Stars 3.3K First Seen Jun 5, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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10031 project-artifact anthropics/claude-plugins-official
project-artifact — an opinionated project status page This skill produces one specific kind of artifact: a tabbed status page that represents a project too big for one update — a software migration, a research effort, a launch, an org initiative; anything with a set of parallel/dependent workstreams tracked over time. It generates the HTML (one file, self-contained — the Artifact CSP blocks all external hosts, so everything is inlined; the only <script> is the tab switcher) and publishes it with...
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10032 auto-dubbing sonilo-ai/skills
Sonilo Dubbing Dub a video into one or more other languages: the speech is translated and re-voiced, producing a new .mp4 per target language (not just an audio track or subtitles). Setup: See the setup-api-key skill. ⚠️ Cost — read before calling: this is billed per language , with zero free-trial runs — even a trial account is charged from the very first call, unlike every other Sonilo tool. Requesting four languages costs four times as much as one. Confirm the exact language list with the use...
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10033 cnki-search cookjohn/cnki-skills
CNKI Basic Search Search CNKI for papers using keyword(s). Returns result count and structured result list (titles, URLs, authors, journal, date) in a single call. Arguments $ARGUMENTS contains the search keyword(s) in Chinese or English. Steps 1. Navigate Use mcp__chrome-devtools__navigate_page → https://kns.cnki.net/kns8s/search 2. Search + extract results (single evaluate_script, NO wait_for) Replace YOUR_KEYWORDS with actual search terms: async ( ) => { const query = "YOUR_KEYWORDS" ; // Wai...
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10034 jetson-set-target nvidia/skills
Set Target Platform Overview This skill is the switcher side of the target-platform contract in ../../context/target-platform-contract.md . It only edits target-platform/active_target.yml ; it never authors a new profile YAML. To author a new profile, use the sibling skill jetson-init-target . Single output: target-platform/active_target.yml updated to point at the user's chosen existing profile. When to invoke Show more Installs 703 Repository nvidia/skills GitHub Stars 2.4K First Seen Jun 22, ...
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10035 go-documentation cxuu/golang-skills
Go Documentation This skill covers documentation conventions from Google's Go Style Guide. Doc Comments Normative: All top-level exported names must have doc comments. Basic Rules Begin with the name of the object being described An article ("a", "an", "the") may precede the name Use full sentences (capitalized, punctuated) // Good: // A Request represents a request to run a command. type Request struct { ... // Encode writes the JSON encoding of req to w. func Encode(w io.Writer, req *Requ...
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10036 webgpu-threejs-tsl dgreenheck/webgpu-claude-skill
WebGPU Three.js with TSL TSL (Three.js Shading Language) is a node-based shader abstraction that lets you write GPU shaders in JavaScript instead of GLSL/WGSL strings. Quick Start import * as THREE from 'three/webgpu'; import { color, time, oscSine } from 'three/tsl'; const renderer = new THREE.WebGPURenderer(); await renderer.init(); const material = new THREE.MeshStandardNodeMaterial(); material.colorNode = color(0xff0000).mul(oscSine(time)); Skill Contents Documentation docs/core-concept...
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10037 skill-reviewer daymade/claude-code-skills
Skill Reviewer Review and improve Claude Code skills against official best practices. Setup (Auto-Install Dependencies) Before using this skill, ensure skill-creator is installed for automated validation. Auto-install sequence: 1. Check if skill-creator exists SKILL_CREATOR=$(find ~/.claude/plugins/cache -name "skill-creator" -type d 2>/dev/null | head -1) 2. If not found, install it if [ -z "$SKILL_CREATOR" ]; then claude plugin marketplace add https://github.com/daymade/claude-code-s...
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10038 excel-automation daymade/claude-code-skills
Excel Automation Skill Overview This skill enables advanced Excel automation using xlwings - a library that can interact with live Excel instances. Unlike openpyxl (file-only), xlwings can control Excel in real-time, execute VBA, update dashboards, and automate complex workflows. How to Use Describe the Excel automation task you need Specify if you need live Excel interaction or file processing I'll generate xlwings code and execute it Example prompts: "Update this live Excel dashboard with new ...
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10039 humanizer-zh-tw kevintsai1202/humanizer-zh-tw
Humanizer-zh-TW: 去除 AI 寫作痕跡 你是一位文字編輯，專門辨識和去除 AI 生成文字的痕跡，使文字聽起來更自然、更有人味。本指南基於維基百科的「AI 寫作特徵」頁面，由 WikiProject AI Cleanup 維護。 你的任務 當收到需要人性化處理的文字時： 辨識 AI 模式 - 掃瞄下面列出的模式 重寫問題片段 - 用自然的替代方案替換 AI 痕跡 保留含義 - 保持核心資訊完整 維持語調 - 匹配預期的語氣（正式、隨意、技術等） 注入靈魂 - 不僅要去除不良模式，還要注入真實的個性 核心規則速查 在處理文字時，牢記這 5 條核心原則： 刪除填充短語 - 去除開場白和強調性支撐詞 打破公式結構 - 避免二元對比、戲劇性分段、修辭性設置 變化節奏 - 混合句子長度。兩項優於三項。段落結尾要多樣化 信任讀者 - 直接陳述事實，跳過軟化、辯解和手把手引導 刪除金句 - 如果聽起來像可引用的語句，重寫它 個性與靈魂 避免 AI 模式只是工作的一半。無菌、沒有聲音的寫作和機器生成的內容一樣明顯。好的寫作背後有一個真實的人。 缺乏靈魂的寫作跡象（即使技術...
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10040 loops-lmx loops-so/skills
LMX Skill This skill helps write, review, and generate correct LMX email markup for Loops. LMX is an XML-based format: every element is a PascalCase tag, self-closing tags require /> , and only the tags in the spec are valid. When To Use Use this skill when the task involves: generating or editing LMX email content copying source material, migrating an existing email, or converting HTML, MJML, Markdown, or plain-text email copy into LMX reviewing LMX markup for correctness choosing the right LMX...
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10041 imagencn agents365-ai/365-skills
imagencn - Multi-Cloud Text-to-Image Skill Overview imagencn — Image Generation, Cloud-Native: one CLI, every image cloud. The project started with China-friendly clouds and now covers international providers as well. Generate images using Alibaba Cloud Bailian API. Default endpoint is China region . Supports six platforms across ten model families: Alibaba Cloud Bailian (DashScope): Qwen-Image 2.0, Qwen-Image Edit, Qwen-Image legacy, Wan Series, Z-Image ByteDance Volcano Ark : Doubao-Seedream s...
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10042 system-text-json-net11 dotnet/skills
System.Text.Json — .NET 11 Three APIs were added to System.Text.Json in .NET 11. This skill tells you exactly when to reach for each one, what to write, what not to write, and how to prove the result runs. Do not describe these APIs to the user — apply them, then run the code and show the output. API Replaces the pre-.NET-11 workaround of... JsonNamingPolicy.PascalCase (static property) writing a custom JsonNamingPolicy subclass or hand-annotating every member with [JsonPropertyName] JsonSeriali...
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10043 hermes-tweet wshobson/agents
Hermes Tweet Hermes Tweet adds an X/Twitter toolset to Hermes Agent. It is useful for social listening, account research, launch monitoring, support triage, giveaway audits, and controlled publishing workflows where actions stay explicit. When to Use This Skill Use this skill when the user wants to: Install Hermes Tweet into a Hermes Agent runtime Discover available X/Twitter read and action routes Read X/Twitter account, tweet, trend, monitor, or search data Summarize public signal before draft...
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10044 svg-icon-generator jeremylongshore/tons-of-skills-marketplace
Svg Icon Generator Purpose This skill provides automated assistance for svg icon generator tasks within the Visual Content domain. When to Use This skill activates automatically when you: Mention "svg icon generator" in your request Ask about svg icon generator patterns or best practices Need help with visual content skills covering diagrams, charts, presentations, and visual documentation tools. Capabilities Provides step-by-step guidance for svg icon generator Follows industry best practices a...
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10045 docker-containerization ailabs-393/ai-labs-claude-skills
Docker Containerization Skill Overview Generate production-ready Docker configurations for modern web applications, particularly Next.js and Node.js projects. This skill provides Dockerfiles, docker-compose setups, bash scripts for container management, and comprehensive deployment guides for various orchestration platforms. Core Capabilities 1. Dockerfile Generation Create optimized Dockerfiles for different environments: Production ( assets/Dockerfile.production ): Multi-stage build reducing i...
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10046 daily-news-report sickn33/agentic-awesome-skills
Daily News Report v3.0 Architecture Upgrade : Main Agent Orchestration + SubAgent Execution + Browser Scraping + Smart Caching Core Architecture Show more Installs 1.1K Repository sickn33/agentic…e-skills GitHub Stars 45.4K First Seen Jan 26, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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10047 content-creator sickn33/agentic-awesome-skills
Content Creator You are an expert content creator who produces engaging, audience-focused content for blogs, social media, and marketing. When to Apply Use this skill when: Writing blog posts and articles Creating social media content (Twitter, LinkedIn, Instagram) Developing marketing copy Crafting compelling headlines and hooks Creating email newsletters Writing product descriptions Content Creation Framework 1. Know Your Audience Who are you writing for? What are their pain points? What level...
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10048 differential-fuzzer tursodatabase/turso
Always load [Debugging skill for reference](https://github.com/tursodatabase/turso/blob/main/.claude/skills/differential-fuzzer/../debugging/) The differential fuzzer compares Turso results against SQLite for generated SQL statements to find correctness bugs. Location `testing/differential-oracle/fuzzer/` Running the Fuzzer Single Run ``` Basic run (100 statements, random seed) cargo run --bin differential_fuzzer With specific seed for reproducibility cargo run --bin differential_fuz...
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10049 mvcc tursodatabase/turso
Multi-Version Concurrency Control. Work in progress, not production-ready. CRITICAL: Ignore MVCC when debugging unless the bug is MVCC-specific. Enabling MVCC ``` PRAGMA journal_mode = 'experimental_mvcc'; ``` Runtime configuration, not a compile-time feature flag. Per-database setting. How It Works Standard WAL: single version per page, readers see snapshot at read mark time. MVCC: multiple row versions, snapshot isolation. Each transaction sees consistent snapshot at begin time. Ke...
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10050 visual-plan builderio/skills
Agent-Native Plans Agent-Native Plans is structured visual planning mode for coding agents. Build the plan you would normally write in Markdown, but as a scannable document with editable blocks mixed in: inline diagrams, code snippets, open questions, and an optional top visual review area (wireframe canvas, live prototype, or both in tabs). Architecture and backend plans stay document-only; UI and product plans start with the top canvas/prototype (the Visual Surface Choice section owns that rul...
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