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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 8501 | api-documenter | charon-fan/agent-playbook |
API Documenter Specialist in creating comprehensive API documentation using OpenAPI/Swagger specifications. When This Skill Activates Activates when you: Ask to document an API Create OpenAPI/Swagger specs Need API reference documentation Mention "API docs" OpenAPI Specification Structure openapi : 3.0.3 info : title : API Title version : 1.0.0 description : API description servers : - url : https : //example.com/api/v1 paths : /users : get : summary : List users operationId : listUsers tags : -...
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601 |
| 8502 | image-to-text | pascalorg/skills |
Image to Text Extract all readable text from an image using OCR (Tesseract). Returns the full text content along with word-level bounding boxes and confidence scores. When to Use Reading text content from a screenshot or design mockup Extracting UI copy (labels, buttons, headings) so you don't have to retype it Getting text positions and bounding boxes from a design image How It Works The image is passed to Tesseract.js for optical character recognition Tesseract segments the image into lines an...
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601 |
| 8503 | msbuild-modernization | dotnet/skills |
MSBuild Modernization: Legacy to SDK-style Migration Identifying Legacy vs SDK-style Projects Legacy indicators: <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> Explicit file lists ( <Compile Include="..." /> for every .cs file) ToolsVersion attribute on <Project> element packages.config file present Properties\AssemblyInfo.cs with assembly-level attributes SDK-style indicators: <Project Sdk="Microsoft.NET.Sdk"> attribute on root element Minimal content — a simple project may b...
|
601 |
| 8504 | gluestack-ui-v4 | gluestack/agent-skills |
This skill enforces constrained, opinionated styling patterns for gluestack-ui v4 that reduce decision fatigue, improve performance, enable consistent theming, and limit the solution space to canonical patterns. Core Principles - Gluestack components over React Native primitives - Gluestack wraps RN with theming, accessibility, and cross-platform consistency - Component props over className utilities - Use built-in props (size, variant, space) instead of className when available - Semantic ...
|
601 |
| 8505 | grepai-search-tips | yoanbernabeu/grepai-skills |
This skill provides tips and best practices for writing effective semantic search queries. When to Use This Skill - Improving search result quality - Learning semantic search techniques - Understanding how to phrase queries - Troubleshooting poor search results Semantic Search Mindset Think differently from text search: | Search for exact text | Search for meaning/intent | "getUserById" | "retrieve user from database by ID" | Literal match | Conceptual match Query Writing Pri...
|
601 |
| 8506 | algorithmic-art | sickn33/antigravity-awesome-skills |
Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms). This happens in two steps: Algorithmic Philosophy Creation (.md file) Express by creating p5.js generative art (.html + .js files) First, undertake this task: ALGORITHMIC PHILOSOPHY CREATION To begin, create an ALGORITHMIC PHILOSOPHY (not static images or templates) that will be interpreted thr...
|
601 |
| 8507 | figma-use-figjam | figma/mcp-server-guide |
use_figma — Figma Plugin API Skill for FigJam This skill contains FigJam-specific context for the use_figma MCP tool. The figma-use skill provides foundational context for plugin API execution via MCP as well as the full Figma plugin API for more advanced use-cases that are not described here. Always pass skillNames: "figma-use-figjam" when calling use_figma for FigJam operations. This is a logging parameter used to track skill usage — it does not affect execution. FigJam URL is figma.com/board/...
|
601 |
| 8508 | market-breadth-analyzer | tradermonty/claude-trading-skills |
Market Breadth Analyzer Skill Purpose Quantify market breadth health using a data-driven 6-component scoring system (0-100). Uses TraderMonty's publicly available CSV data to measure how broadly the market is participating in a rally or decline. Score direction: 100 = Maximum health (broad participation), 0 = Critical weakness. No API key required - uses freely available CSV data from GitHub Pages. When to Use This Skill English: User asks "Is the market rally broad-based?" or "How healthy is ma...
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601 |
| 8509 | 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...
|
601 |
| 8510 | oss-docs | boshu2/agentops |
OSS Documentation Skill Scaffold and audit documentation for open source projects. Overview This skill helps prepare repositories for open source release by: Auditing existing documentation completeness Scaffolding missing standard files Generating content tailored to project type Commands Command Action audit Check which OSS docs exist/missing scaffold Create all missing standard files scaffold [file] Create specific file update Refresh existing docs with latest patterns validate Check docs fol...
|
600 |
| 8511 | interview-system-designer | alirezarezvani/claude-skills |
Interview System Designer Comprehensive interview system design, competency assessment, and hiring process optimization. Table of Contents Quick Start Tools Overview Interview Loop Designer Question Bank Generator Hiring Calibrator Interview System Workflows Role-Specific Loop Design Competency Matrix Development Question Bank Creation Bias Mitigation Framework Hiring Bar Calibration Competency Frameworks Scoring & Calibration Reference Documentation Industry Standards Quick Start Design a comp...
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600 |
| 8512 | create-tool | vapiai/skills |
Vapi Tool Creation Create tools that give voice assistants the ability to take actions during calls — look up data, book appointments, transfer calls, send messages, and more. Setup: Ensure VAPI_API_KEY is set. See the setup-api-key skill if needed. Quick Start Create a Function Tool (cURL) curl -X POST https://api.vapi.ai/tool \ -H "Authorization: Bearer $VAPI_API_KEY " \ -H "Content-Type: application/json" \ -d '{ "type": "function", "function": { "name": "get_weather", "description": "Get cur...
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600 |
| 8513 | writing-linkedin-posts | jamesgray007/hoai-course |
LinkedIn Post Writer Create engaging, authentic LinkedIn posts that drive meaningful engagement and establish thought leadership. Core Principles Authenticity Over Performance LinkedIn has matured. Readers can spot manufactured vulnerability and engagement bait instantly. The posts that resonate now are genuinely useful or genuinely human—not optimized for virality. What works: Real experiences with honest reflection Specific insights from your actual work Admitting what you don't know Shar...
|
600 |
| 8514 | sympy | k-dense-ai/scientific-agent-skills |
SymPy - Symbolic Mathematics in Python Overview SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations. This skill provides comprehensive guidance for performing symbolic algebra, calculus, linear algebra, equation solving, physics calculations, and code generation using SymPy. When to Use This Skill Use this skill when: Solving equations symbolically (algebraic, differential, systems of equations) Perform...
|
600 |
| 8515 | scenario-analyzer | tradermonty/claude-trading-skills |
Headline Scenario Analyzer Overview このスキルは、ニュースヘッドラインを起点として中長期(18ヶ月)の投資シナリオを分析します。 2つの専門エージェント( scenario-analyst と strategy-reviewer )を順次呼び出し、 多角的な分析と批判的レビューを統合した包括的なレポートを生成します。 When to Use This Skill 以下の場合にこのスキルを使用してください: ニュースヘッドラインから中長期の投資影響を分析したい 18ヶ月後のシナリオを複数構築したい セクター・銘柄への影響を1次/2次/3次で整理したい セカンドオピニオンを含む包括的な分析が必要 日本語でのレポート出力が必要 使用例: /headline-scenario-analyzer "Fed raises interest rates by 50bp, signals more hikes ahead" /headline-scenario-analyzer "China announces new tariffs on US semicondu...
|
600 |
| 8516 | pr-plan | boshu2/agentops |
PR Plan Skill Strategic planning for open source contributions. Overview Create a contribution plan that bridges research and implementation. Takes $pr-research output and produces an actionable plan. Output: .agents/plans/YYYY-MM-DD-pr-plan-{repo-slug}.md When to Use : After completing $pr-research Planning contribution strategy Before starting implementation When NOT to Use : Haven't researched the repo yet Trivial contributions (fix typos) Internal project planning (use $plan ) Workflow 0. I...
|
599 |
| 8517 | development | adobe/skills |
Project Handover - Development Generate a complete technical guide for developers. This skill analyzes the codebase and produces actionable documentation that enables developers to understand, maintain, and extend the project. When to Use This Skill Onboarding new developers to a project Technical handover to maintenance team Code review and architecture documentation Creating developer-focused documentation Step 0: Navigate to Project Root and Verify Edge Delivery Services Project (CONDITIONAL)...
|
599 |
| 8518 | skill-creator | aiskillstore/marketplace |
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
|
599 |
| 8519 | save-thread | nowledge-co/community |
Save Thread Persist complete coding sessions to your personal knowledge base for future reference. When to Use Only activate when user explicitly says: "Save this session" "Checkpoint this" "Record conversation" "Remember this session" Never auto-save or suggest saving. This is always user-initiated. Prerequisites nmem CLI - Choose one option: Option 1: uvx (Recommended) curl -LsSf https://astral.sh/uv/install.sh | sh uvx --from nmem-cli nmem --version Option 2: pip pip install nmem-cli nmem --v...
|
599 |
| 8520 | game-design-document | ityes22/game-design-document |
Game Design Document Generator You are a senior game design consultant who has shipped titles at Riot Games, Blizzard, Supercell, and Double Fine. You have written Game Design Documents for AAA console releases, mid-core mobile games, and acclaimed indie titles. You understand that a GDD is not academic writing — it is a living specification that developers, artists, producers, QA testers, and investors reference every single day throughout production. Your GDDs are precise, actionable, and form...
|
599 |
| 8521 | radon-mcp | software-mansion-labs/skills |
Radon IDE MCP Tools Best practices for Radon IDE's MCP tools for live React Native / Expo app inspection and debugging. Read the relevant reference for the tool at hand. All references are in references/ . References File When to read references/view-application-logs.md When debugging any issues - call view_application_logs first for build, native, and runtime logs references/view-screenshot.md Inspecting the current visual state of the app, fixing visual bugs, making UI changes references/view-...
|
599 |
| 8522 | 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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599 |
| 8523 | interactive-dashboard-builder | anthropics/knowledge-work-plugins |
Interactive Dashboard Builder Skill Patterns and techniques for building self-contained HTML/JS dashboards with Chart.js, filters, interactivity, and professional styling. HTML/JS Dashboard Patterns Base Template Every dashboard follows this structure: <! DOCTYPE html > < html lang = " en " > < head > < meta charset = " UTF-8 " > < meta name = " viewport " content = " width=device-width, initial-scale=1.0 " > < title > Dashboard Title </ title > < script src = " https://cdn.jsdelivr.net/npm/char...
|
598 |
| 8524 | seo-review | leonardomso/33-js-concepts |
Skill: SEO Audit for Concept Pages Use this skill to perform a focused SEO audit on concept documentation pages for the 33 JavaScript Concepts project. The goal is to maximize search visibility for JavaScript developers. When to Use Before publishing a new concept page When optimizing underperforming pages Periodic content audits After major content updates When targeting new keywords Goal Each concept page should rank for searches like: "what is [concept] in JavaScript" "how does [concept] ...
|
598 |
| 8525 | ai-daily-digest | vigorx777/ai-daily-digest |
AI Daily Digest 从 Karpathy 推荐的 90 个热门技术博客中抓取最新文章,通过 AI 评分筛选,生成每日精选摘要。 命令 /digest 运行每日摘要生成器。 使用方式 : 输入 /digest ,Agent 通过交互式引导收集参数后执行。 脚本目录 重要 : 所有脚本位于此 skill 的 scripts/ 子目录。 Agent 执行说明 : 确定此 SKILL.md 文件的目录路径为 SKILL_DIR 脚本路径 = ${SKILL_DIR}/scripts/<script-name>.ts 脚本 用途 scripts/digest.ts 主脚本 - RSS 抓取、AI 评分、生成摘要 配置持久化 配置文件路径: ~/.hn-daily-digest/config.json Agent 在执行前 必须检查 此文件是否存在: 如果存在,读取并解析 JSON 询问用户是否使用已保存配置 执行完成后保存当前配置到此文件 配置文件结构 : { "geminiApiKey" : "" , "timeRange" : 48 , "topN" : 15 , "langua...
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598 |
| 8526 | research | hyperb1iss/hyperskills |
Research Skill Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations. Authentication The script uses OAuth via the Tavily MCP server. No manual setup required - on first run, it will: Check for existing tokens in ~/.mcp-auth/ If none found, automatically open your browser for OAuth authentication Note: You must have an existing Tavily account. The OAuth flow only supports login — account creation is not available through thi...
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598 |
| 8527 | cold-email | alirezarezvani/claude-skills |
Cold Email Writing You are an expert cold email writer. Your goal is to write emails that sound like they came from a sharp, thoughtful human — not a sales machine following a template. Before Writing Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Understand the situation ...
|
598 |
| 8528 | api integration specialist | davila7/claude-code-templates |
API Integration Specialist Expert guidance for integrating external APIs into applications with production-ready patterns, security best practices, and comprehensive error handling. When to Use This Skill Use this skill when: Integrating third-party APIs (Stripe, Twilio, SendGrid, etc.) Building API client libraries or wrappers Implementing OAuth 2.0, API keys, or JWT authentication Setting up webhooks and event-driven integrations Handling rate limits, retries, and circuit breakers Transforming...
|
598 |
| 8529 | trades-builder | customware-ai/skills |
Trades Operations Skill What This Skill Does This skill defines how to build a trades operations tool — the estimate-to-payment workflow that construction trades and field service businesses run daily. It is NOT a generic project management tool (Jira/Asana). It is NOT a CPQ tool (no product configuration). It is a workflow tracker specifically shaped for businesses that: Create estimates based on measured scope items (square footage, linear feet, units) Schedule and assign field work to crews o...
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598 |
| 8530 | kotlin-tooling-java-to-kotlin | kotlin/kotlin-agent-skills |
Java to Kotlin Conversion Convert Java source files to idiomatic Kotlin using a disciplined 4-step conversion methodology with 5 invariants checked at each step. Supports framework-aware conversion that handles annotation site targets, library idioms, and API preservation. Workflow Show more
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598 |
| 8531 | skill-auditor | useai-pro/openclaw-skills-security |
Skill Auditor You are a security auditor for OpenClaw skills. Before the user installs any skill, you vet it for safety using a structured 6-step protocol. One-liner: Give me a skill (URL / file / paste) → I give you a verdict with evidence. When to Use Before installing a new skill from ClawHub, GitHub, or any source When reviewing a SKILL.md someone shared During periodic audits of already-installed skills When a skill update changes permissions Audit Protocol (6 steps) Step 1: Metadata & Typo...
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598 |
| 8532 | neon-postgres | sickn33/antigravity-awesome-skills |
Neon Serverless Postgres Neon is a serverless Postgres platform that separates compute and storage to offer autoscaling, branching, instant restore, and scale-to-zero. It's fully compatible with Postgres and works with any language, framework, or ORM that supports Postgres. Neon Documentation The Neon documentation is the source of truth for all Neon-related information. Always verify claims against the official docs before responding. Neon features and APIs evolve, so prefer fetching current do...
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598 |
| 8533 | pymc | k-dense-ai/scientific-agent-skills |
PyMC Bayesian Modeling Overview PyMC is a Python library for Bayesian modeling and probabilistic programming. Build, fit, validate, and compare Bayesian models using PyMC's modern API (version 5.x+), including hierarchical models, MCMC sampling (NUTS), variational inference, and model comparison (LOO, WAIC). When to Use This Skill This skill should be used when: Building Bayesian models (linear/logistic regression, hierarchical models, time series, etc.) Performing MCMC sampling or variational i...
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598 |
| 8534 | agent-evaluation | neolabhq/context-engineering-kit |
Agent Evaluation (AI Agent Evals) Based on Anthropic's "Demystifying evals for AI agents" When to use this skill Designing evaluation systems for AI agents Building benchmarks for coding, conversational, or research agents Creating graders (code-based, model-based, human) Implementing production monitoring for AI systems Setting up CI/CD pipelines with automated evals Debugging agent performance issues Measuring agent improvement over time Core Concepts Eval Evolution: Single-turn → Multi-turn →...
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598 |
| 8535 | ruff | astral-sh/claude-code-plugins |
ruff Ruff is an extremely fast Python linter and code formatter. It replaces Flake8, isort, Black, pyupgrade, autoflake, and dozens of other tools. When to use ruff Always use ruff for Python linting and formatting , especially if you see: [tool.ruff] section in pyproject.toml A ruff.toml or .ruff.toml configuration file However, avoid making unnecessary changes: Don't format unformatted code - If ruff format --diff shows changes throughout an entire file, the project likely isn't using ruff for...
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598 |
| 8536 | chrome-extension | pproenca/dot-skills |
Comprehensive performance and code quality guide for Chrome Extensions (Manifest V3). Contains 67 rules across 12 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: - Writing new Chrome extension code - Migrating from Manifest V2 to Manifest V3 - Optimizing service worker lifecycle and state management - Implementing content scripts for page interaction - Debugging performance issues in extensions Rule Ca...
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597 |
| 8537 | slides | openai/skills |
slides Curated from OpenAI's skills repository. What it does Create and edit .pptx presentation decks with PptxGenJS. Useful for sales decks, kickoff briefs, and design-system showcases. Source Upstream: https://github.com/openai/skills Category: slides How to use This catalogue entry advertises the skill in Open Design so the agent discovers it during planning. To run the full upstream workflow with its original assets, scripts, and references, install the upstream bundle into your active agent...
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597 |
| 8538 | openclaw-stock-skill | 1018466411/openclaw-stock-data-skill |
📥 安装方法 npx skills add https://github.com/1018466411/openclaw-stock-data-skill 安装时按提示选择: 选择 openclaw 选择 global 应用于所有 Agent Copy to all agents: yes 本技能教会代理如何使用你自建的股票数据服务(线上域名 https://data.diemeng.chat ),通过 API Key 进行鉴权,查询股票的日线、分钟线、财务指标等数据。 ⚙️ API Key 配置约定 OpenClaw 会按照 skills.entries.<key> 配置 把 API Key 和自定义配置注入到进程环境变量中。 本技能约定使用环境变量 STOCK_API_KEY 作为主密钥,并在 metadata.openclaw.primaryEnv 中声明,以便通过 skills.entries.openclaw-stock-skill.apiKey 统一配置。 推荐的 OpenClaw 配置示例( ~/.openclaw/openclaw.json ): { skills : ...
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597 |
| 8539 | 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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597 |
| 8540 | citation-verification | galaxy-dawn/claude-scholar |
Citation Verification Reference Guide A reference guide for citation verification in academic paper writing, providing verification principles and best practices. Core Principle : Proactively verify every citation during the writing process using programmatic or canonical scholarly sources first: arXiv, DOI/CrossRef, Semantic Scholar, publisher landing pages, and Zotero metadata. Google Scholar is useful for manual discovery, but it is not the canonical verification authority. Core Problems Cita...
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597 |
| 8541 | building-mobile-apps | forcedotcom/sf-skills |
Salesforce Mobile Route the user to the right SDK-family skill for building Salesforce-connected mobile apps. Do not implement features here; child skills own scenario detection and step-by-step instructions. Before routing Disambiguate on two dimensions: SDK family (Mobile SDK vs. Agentforce SDK) and platform (iOS vs. Android). They are not mutually exclusive — an app can use both SDKs. If the user's intent could plausibly map to either SDK, ask before routing. Guessing wrong wastes the user's ...
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597 |
| 8542 | clean-code | pproenca/dot-skills |
Clean Code Skill This skill embodies the principles of "Clean Code" by Robert C. Martin (Uncle Bob). Use it to transform "code that works" into "code that is clean." 🧠 Core Philosophy "Code is clean if it can be read, and enhanced by a developer other than its original author." — Grady Booch When to Use Use this skill when: Writing new code : To ensure high quality from the start. Reviewing Pull Requests : To provide constructive, principle-based feedback. Refactoring legacy code : To identify a...
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596 |
| 8543 | frontend-patterns | davila7/claude-code-templates |
Frontend Development Patterns Modern frontend patterns for React, Next.js, and performant user interfaces. When to Activate Building React components (composition, props, rendering) Managing state (useState, useReducer, Zustand, Context) Implementing data fetching (SWR, React Query, server components) Optimizing performance (memoization, virtualization, code splitting) Working with forms (validation, controlled inputs, Zod schemas) Handling client-side routing and navigation Building accessible,...
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596 |
| 8544 | ppt-agent | sunbigfly/ppt-agent-skills |
PPT Agent v4.1 — 主控制台合同 1. 主 Agent 角色 只做 :维护计划、调用 harness、管理 subagent 生命周期、校验 Gate、与用户交互。 不做 :代写任何正式产物;手写 subagent prompt;内联执行任何内容生产;用口头判断替代 validator。 内容生产全量外包红线 :P2A/P2B/P3/P3.5/P4 的所有正式产物(search.txt、source-brief.txt、outline.txt、style.json、planningN.json、slide-N.html 等) 必须且只能 由对应的 subagent 生成。主 agent 自己写出这些产物内容 = 合同违规。主 agent 唯一允许的"写"行为是通过 harness 生成 prompt 文件和通过 validator 校验产物。 2. 全局规则 2.1 步骤控制 CLI 固定步骤锁(强制) :必须严格按 Canonical Plan 的主链 P0 → P1 → (P2A|P2B) → P3 → P3.5 → P4 → P5 执行;禁止增删改名。 分支二选一:...
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596 |
| 8545 | three-best-practices | emalorenzo/three-agent-skills |
Three.js Best Practices Comprehensive performance optimization guide for Three.js applications. Contains 100+ rules across 17 categories, prioritized by impact. Based on official guidelines from Three.js llms branch maintained by mrdoob. When to Apply Reference these guidelines when: Setting up a new Three.js project Writing or reviewing Three.js code Optimizing performance or fixing memory leaks Working with custom shaders (GLSL or TSL) Implementing WebGPU features Building VR/AR experienc...
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596 |
| 8546 | eachlabs-image-edit | eachlabs/skills |
EachLabs Image Edit Edit, transform, and enhance existing images using 130+ AI models via the EachLabs Predictions API. Authentication Header: X-API-Key: <your-api-key> Set the EACHLABS_API_KEY environment variable. Get your key at eachlabs.ai . Model Selection Guide General Image Editing Model Slug Best For Flux 2 Turbo Edit flux-2-turbo-edit Fast high quality editing Flux 2 Flash Edit flux-2-flash-edit Fastest editing Flux 2 Max Edit flux-2-max-edit Highest quality editing Flux 2 Pro Edit flux...
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596 |
| 8547 | mcp-builder | sickn33/antigravity-awesome-skills |
MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Research and Planning 1.1 Understand Modern MCP Design API Coverage vs. Workflow Tools: Balance comprehensive API endpoint coverag...
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596 |
| 8548 | torch-geometric | k-dense-ai/scientific-agent-skills |
PyTorch Geometric (PyG) PyG is the standard library for Graph Neural Networks built on PyTorch. It provides data structures for graphs, 60+ GNN layer implementations, scalable mini-batch training, and support for heterogeneous graphs. Install: uv add torch_geometric (or uv pip install torch_geometric ; requires PyTorch). Optional: pyg-lib , torch-scatter , torch-sparse , torch-cluster for accelerated ops. Core Concepts Graph Data: Data and HeteroData A graph lives in a Data object. The key attri...
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596 |
| 8549 | muapi-ai-clipping | samuraigpt/generative-media-skills |
AI Clipping One API call: long video in → ranked vertical short clips out. Each clip ships with a viral score (0–100), an opening hook line, a one-sentence "why it works" reason, and a hosted mp4 URL. Underlying API: https://muapi.ai/playground/ai-clipping Reference implementation (open source): https://github.com/SamurAIGPT/AI-Youtube-Shorts-Generator When to Use Auto-clip a podcast, interview, lecture, vlog, or stream into TikTok / Reels / Shorts. Extract the best 30–75s moments from any hoste...
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| 8550 | recipe-triage-security-alerts | googleworkspace/cli |
Triage Google Workspace Security Alerts PREREQUISITE: Load the following skills to execute this recipe: gws-alertcenter List and review Google Workspace security alerts from Alert Center. Steps List active alerts: gws alertcenter alerts list --format table Get alert details: gws alertcenter alerts get --params '{"alertId": "ALERT_ID"}' Acknowledge an alert: gws alertcenter alerts undelete --params '{"alertId": "ALERT_ID"}'
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