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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 10751 | implement_task | parcadei/continuous-claude-v3 |
Implementation Task Agent You are an implementation agent spawned to execute a single task from a larger plan. You operate with fresh context, do your work, and create a handoff document before returning. What You Receive When spawned, you will receive: Continuity ledger - Current session state (what's done overall) The plan - Overall implementation plan with all phases Your specific task - What you need to implement Previous task handoff (if any) - Context from the last completed task Hando...
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360 |
| 10752 | slack-agent | vercel-labs/slack-agent-skill |
Slack Agent Development Skill This skill supports two frameworks for building Slack agents: Chat SDK (Recommended for new projects) — chat + @chat-adapter/slack Bolt for JavaScript (For existing Bolt projects) — @slack/bolt + @vercel/slack-bolt Skill Invocation Handling When this skill is invoked via /slack-agent , check for arguments and route accordingly: Command Arguments Argument Action new Run the setup wizard from Phase 1. Read ./wizard/1-project-setup.md and guide the user through creatin...
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360 |
| 10753 | create-docs | nuxt-content/docus |
Create Docs Generate a complete, production-ready documentation site for any project. Workflow Analyze - Detect package manager, monorepo structure, read context Initialize - Create docs directory with correct setup Generate - Write documentation pages using templates Configure - Set up AI integration (MCP, llms.txt) Finalize - Provide next steps with correct commands Package Manager Reference Detect from lock files, default to npm if none found: Lock File PM Install Run Add pnpm-lock.yaml p...
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360 |
| 10754 | super-save | supermemoryai/claude-supermemory |
Super Save Save important project knowledge based on what the user wants to preserve. Step 1: Understand User Request Analyze what the user is asking to save from the conversation. Step 2: Format Content [SAVE:<username>:<date>] <Username> wanted to <goal/problem>. Claude suggested <approach/solution>. <Username> decided to <decision made>. <key details, files if relevant> [/SAVE] Example: [SAVE:prasanna:2026-02-04] Prasanna wanted to create a skill for saving project knowledge. Claude suggested...
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360 |
| 10755 | unocss | uni-helper/skills |
UnoCSS is an instant atomic CSS engine designed to be flexible and extensible. The core is un-opinionated - all CSS utilities are provided via presets. It's a superset of Tailwind CSS, so you can reuse your Tailwind knowledge for basic syntax usage. Important: Before writing UnoCSS code, agents should check for `uno.config.*` or `unocss.config.*` files in the project root to understand what presets, rules, and shortcuts are available. If the project setup is unclear, avoid using attributify mod...
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359 |
| 10756 | audio-transcribe | infquest/vibe-ops-plugin |
Audio Transcriber 使用 WhisperX 进行语音识别,支持多种语言和词级别时间戳对齐。 Prerequisites 需要 Python 3.12(uv 会自动管理)。 Usage When the user wants to transcribe audio/video: $ARGUMENTS Instructions 你是一个语音转文字助手,使用 WhisperX 帮助用户将音频转换为文字。请按以下步骤操作: Step 1: 获取输入文件 如果用户没有提供输入文件路径,询问他们提供一个。 支持的格式: 音频:MP3, WAV, FLAC, M4A, OGG, etc. 视频:MP4, MKV, MOV, AVI, etc.(会自动提取音频) 验证文件存在: ls -la "$INPUT_FILE" Step 2: 询问用户配置 ⚠️ 必须:使用 AskUserQuestion 工具收集用户的偏好。不要跳过这一步。 使用 AskUserQuestion 工具收集以下信息: 模型大小:选择识别模型 选项: "base - 平衡速度和...
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359 |
| 10757 | api-gateway-configuration | aj-geddes/useful-ai-prompts |
API Gateway Configuration Overview Design and configure API gateways to handle routing, authentication, rate limiting, and request/response transformation for microservice architectures. When to Use Setting up reverse proxies for microservices Centralizing API authentication Implementing request/response transformation Managing traffic across backend services Rate limiting and quota enforcement API versioning and routing Instructions 1. Kong Configuration kong.yml - Kong Gateway configuration...
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359 |
| 10758 | documentation-templates | davila7/claude-code-templates |
Documentation Templates Templates and structure guidelines for common documentation types. 1. README Structure Essential Sections (Priority Order) Section Purpose Title + One-liner What is this? Quick Start Running in <5 min Features What can I do? Configuration How to customize API Reference Link to detailed docs Contributing How to help License Legal README Template Project Name Brief one-line description. Quick Start [Minimum steps to run] Features - Feature 1 - Feature 2 Configur...
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359 |
| 10759 | instructor | davila7/claude-code-templates |
Instructor: Structured LLM Outputs When to Use This Skill Use Instructor when you need to: Extract structured data from LLM responses reliably Validate outputs against Pydantic schemas automatically Retry failed extractions with automatic error handling Parse complex JSON with type safety and validation Stream partial results for real-time processing Support multiple LLM providers with consistent API GitHub Stars: 15,000+ | Battle-tested: 100,000+ developers Installation Base installation p...
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359 |
| 10760 | firecrawl-scrape | parcadei/continuous-claude-v3 |
firecrawl scrape Scrape one or more URLs. Returns clean, LLM-optimized markdown. Multiple URLs are scraped concurrently. When to use You have a specific URL and want its content The page is static or JS-rendered (SPA) Step 2 in the workflow escalation pattern : search → scrape → map → crawl → interact Quick start Basic markdown extraction firecrawl scrape "<url>" -o .firecrawl/page.md Main content only, no nav/footer firecrawl scrape "<url>" --only-main-content -o .firecrawl/page.md Wait for ...
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359 |
| 10761 | document-converter-suite | dkyazzentwatwa/chatgpt-skills |
Document Converter Suite Overview Provide a best-effort conversion workflow between 8 document formats: Office Formats: PDF, Word (DOCX), PowerPoint (PPTX), Excel (XLSX) Text Formats: Plain Text (TXT), CSV, Markdown (MD), HTML Uses pypdf, python-docx, python-pptx, openpyxl, reportlab, mistune, beautifulsoup4, and Pillow. Prefer reliable extraction + rebuild (text, headings, bullets, basic tables) over pixel-perfect layout. When to use Use when the request involves: Converting a file betwe...
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359 |
| 10762 | x-tweet-fetcher | ythx-101/x-tweet-fetcher |
X Tweet Fetcher Fetch tweets from X/Twitter without authentication. Supports tweet content, reply threads, user timelines, and Chinese platforms. Feature Overview Feature Command Dependencies Single tweet --url <tweet_url> None (zero deps) Reply threads --url <tweet_url> --replies Camofox User timeline --user <username> --limit 300 Camofox Chinese platforms fetch_china.py --url <url> Camofox (except WeChat) Google search camofox_search("query") Camofox Basic Usage (Zero Dependencies) Fetch a Sin...
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359 |
| 10763 | skill-review | jezweb/claude-skills |
Skill Review Skill Process Invoke: /review-skill <skill-name> or use this skill when detecting outdated patterns Production evidence: better-auth audit (2025-11-08) - found 6 critical issues including non-existent API imports, removed 665 lines incorrect code, implemented v2.0.0 9-Phase Audit Pre-Review: Install skill, check version/date, test discovery Standards: Validate YAML, keywords, third-person style, directory structure Official Docs: WebFetch/Context7 verify API patterns, GitHub upda...
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358 |
| 10764 | debugger | sickn33/antigravity-awesome-skills |
Debugger You are an expert debugger who uses systematic approaches to identify and resolve software issues efficiently. When to Apply Use this skill when: Investigating bugs or unexpected behavior Analyzing error messages and stack traces Troubleshooting performance issues Debugging production incidents Finding root causes of failures Analyzing crash dumps or logs Resolving intermittent issues Debugging Process Follow this systematic approach: 1. Understand the Problem What is the expected behav...
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358 |
| 10765 | onboard | parcadei/continuous-claude-v3 |
Create or improve onboarding experiences that help users understand, adopt, and succeed with the product quickly. Assess Onboarding Needs Understand what users need to learn and why: Identify the challenge : What are users trying to accomplish? What's confusing or unclear about current experience? Where do users get stuck or drop off? What's the "aha moment" we want users to reach? Understand the users : What's their experience level? (Beginners, power users, mixed?) What's their motivation? (Ex...
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358 |
| 10766 | commit | parcadei/continuous-claude-v3 |
Sentry Commit Messages Follow these conventions when creating commits for Sentry projects. Prerequisites Before committing, always check the current branch: git branch --show-current If you're on main or master , you MUST create a feature branch first — unless the user explicitly asked to commit to main. Do not ask the user whether to create a branch; just proceed with branch creation. The create-branch skill will still propose a branch name for the user to confirm. Use the create-branch skill t...
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358 |
| 10767 | article-extractor | michalparkola/tapestry-skills-for-claude-code |
Article Extractor This skill extracts the main content from web articles and blog posts, removing navigation, ads, newsletter signups, and other clutter. Saves clean, readable text. When to Use This Skill Activate when the user: Provides an article/blog URL and wants the text content Asks to "download this article" Wants to "extract the content from [URL]" Asks to "save this blog post as text" Needs clean article text without distractions How It Works Priority Order: Check if tools are insta...
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358 |
| 10768 | cli-reference | parcadei/continuous-claude-v3 |
CLI Reference Complete reference for Claude Code command-line interface. When to Use "What CLI flags are available?" "How do I use headless mode?" "Claude in automation/CI/CD" "Output format options" "System prompt via CLI" "How do I spawn agents properly?" Core Commands Command Description Example claude Start interactive REPL claude claude "query" REPL with initial prompt claude "explain this project" claude -p "query" Headless mode (SDK) claude -p "explain function" cat file | claude -p Pro...
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357 |
| 10769 | huggingface-accelerate | davila7/claude-code-templates |
HuggingFace Accelerate - Unified Distributed Training Quick start Accelerate simplifies distributed training to 4 lines of code. Installation: pip install accelerate Convert PyTorch script (4 lines): import torch + from accelerate import Accelerator + accelerator = Accelerator() model = torch.nn.Transformer() optimizer = torch.optim.Adam(model.parameters()) dataloader = torch.utils.data.DataLoader(dataset) + model, optimizer, dataloader = accelerator.prepare(model, optimizer, data...
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357 |
| 10770 | hono-cloudflare | bobmatnyc/claude-mpm-skills |
Hono on Cloudflare Workers Overview Hono was originally built for Cloudflare Workers and provides first-class support for the entire Cloudflare ecosystem including KV, D1, R2, Durable Objects, Queues, and more. Key Features: Native Workers support Type-safe bindings access KV, D1, R2, Durable Objects integration Static asset serving Cloudflare Pages support Queue and scheduled handlers When to Use This Skill Use Hono on Cloudflare when: Building edge APIs with global distribution Need serve...
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357 |
| 10771 | qwen-image-2 | inference-sh/skills |
Qwen-Image - Alibaba Image Generation Generate and edit images with Alibaba Qwen-Image-2.0 models via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login infsh app run alibaba/qwen-image-2 --input '{"prompt": "A serene mountain landscape at sunset"}' Models Model App ID Speed Text Rendering Best For Qwen-Image-2.0 alibaba/qwen-image-2 Fast Good General use Qwen-Image-2.0-Pro alibaba/qwen-imag...
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357 |
| 10772 | dev-session | jezweb/claude-skills |
Dev Session Manage multi-session development work with structured progress files, checkpoint commits, and durable learnings. Produces SESSION.md files that survive context compaction and enable clean handoff between sessions. Operating Modes Mode 1: Start Session When : Beginning multi-step work, "start session", "new session for [feature]" Check if SESSION.md already exists in the project root If yes: read it and ask whether to continue the existing session or start fresh If no: create from tem...
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357 |
| 10773 | react-native-app | aj-geddes/useful-ai-prompts |
React Native App Development Overview Create robust cross-platform mobile applications using React Native with modern development patterns including navigation, state management, API integration, and native module handling. When to Use Building iOS and Android apps from single codebase Rapid prototyping for mobile platforms Leveraging web development skills for mobile Sharing code between React Native and React Web Integrating with native modules and APIs Instructions 1. Project Setup & Naviga...
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357 |
| 10774 | gguf-quantization | davila7/claude-code-templates |
GGUF - Quantization Format for llama.cpp The GGUF (GPT-Generated Unified Format) is the standard file format for llama.cpp, enabling efficient inference on CPUs, Apple Silicon, and GPUs with flexible quantization options. When to use GGUF Use GGUF when: Deploying on consumer hardware (laptops, desktops) Running on Apple Silicon (M1/M2/M3) with Metal acceleration Need CPU inference without GPU requirements Want flexible quantization (Q2_K to Q8_0) Using local AI tools (LM Studio, Ollama, text...
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357 |
| 10775 | task-execution-engine | davila7/claude-code-templates |
Feature Pipeline Execute implementation tasks directly from design documents. Tasks are managed as markdown checkboxes - no separate session files needed. Quick Reference Get next task python3 scripts/task_manager.py next --file <design.md> Mark task completed python3 scripts/task_manager.py done --file <design.md> --task "Task Title" Mark task failed python3 scripts/task_manager.py fail --file <design.md> --task "Task Title" --reason "..." Show status python3 scripts/task_manager.py st...
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357 |
| 10776 | app-store-optimization | davila7/claude-code-templates |
App Store Optimization (ASO) Skill This comprehensive skill provides complete ASO capabilities for successfully launching and optimizing mobile applications on the Apple App Store and Google Play Store. Capabilities Research & Analysis Keyword Research: Analyze keyword volume, competition, and relevance for app discovery Competitor Analysis: Deep-dive into top-performing apps in your category Market Trend Analysis: Identify emerging trends and opportunities in your app category Review Sentimen...
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357 |
| 10777 | treatment-plans | davila7/claude-code-templates |
No SKILL.md available for this skill. View on GitHub
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357 |
| 10778 | bun-development | davila7/claude-code-templates |
⚡ Bun Development Fast, modern JavaScript/TypeScript development with the Bun runtime, inspired by oven-sh/bun. When to Use This Skill Use this skill when: Starting new JS/TS projects with Bun Migrating from Node.js to Bun Optimizing development speed Using Bun's built-in tools (bundler, test runner) Troubleshooting Bun-specific issues 1. Getting Started 1.1 Installation macOS / Linux curl -fsSL https://bun.sh/install | bash Windows powershell -c "irm bun.sh/install.ps1 | iex" Homebrew ...
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357 |
| 10779 | it-operations | davila7/claude-code-templates |
IT Operations Expert A comprehensive skill for managing IT infrastructure operations, ensuring service reliability, implementing monitoring and alerting strategies, managing incidents, and maintaining operational excellence through automation and best practices. Core Principles 1. Service Reliability First Proactive Monitoring: Implement comprehensive observability before incidents occur Incident Management: Structured response processes with clear escalation paths SLA/SLO Management: Define a...
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357 |
| 10780 | parallel-agents | davila7/claude-code-templates |
Native Parallel Agents Orchestration through Claude Code's built-in Agent Tool Overview This skill enables coordinating multiple specialized agents through Claude Code's native agent system. Unlike external scripts, this approach keeps all orchestration within Claude's control. When to Use Orchestration ✅ Good for: Complex tasks requiring multiple expertise domains Code analysis from security, performance, and quality perspectives Comprehensive reviews (architecture + security + testing) F...
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357 |
| 10781 | codex | davila7/claude-code-templates |
Codex Skill Guide Running a Task Default to gpt-5.2 model. Ask the user (via AskUserQuestion ) which reasoning effort to use ( xhigh , high , medium , or low ). User can override model if needed (see Model Options below). Select the sandbox mode required for the task; default to --sandbox read-only unless edits or network access are necessary. Assemble the command with the appropriate options: -m, --model <MODEL> --config model_reasoning_effort="<high|medium|low>" --sandbox <read-only|workspace-...
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357 |
| 10782 | mcp-chaining | parcadei/continuous-claude-v3 |
MCP Chaining Pipeline A research-to-implement pipeline that chains 5 MCP tools for end-to-end workflows. When to Use Building multi-tool MCP pipelines Understanding how to chain MCP calls with graceful degradation Debugging MCP environment variable issues Learning the tool naming conventions for different MCP servers What We Built A pipeline that chains these tools: Step Server Tool ID Purpose 1 nia nia__search Search library documentation 2 ast-grep ast-grep__find_code Find AST code pattern...
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357 |
| 10783 | explicit-identity | parcadei/continuous-claude-v3 |
Explicit Identity Across Boundaries Never rely on "latest" or "current" when crossing process or async boundaries. Pattern Pass explicit identifiers through the entire pipeline. "Most recent" is a race condition. DO Pass --session-id $ID when spawning processes Store IDs in state files for later correlation Use full UUIDs, not partial matches Keep different ID types separate (don't collapse concepts) DON'T Query for "most recent session" at execution time Assume the current context will stil...
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357 |
| 10784 | shadcn-layouts | jwynia/agent-skills |
shadcn/Tailwind Layouts Help generate shadcn/Tailwind components that render correctly the first time. Most agent-generated UI fails due to missing mental models about how CSS layout works—not syntax errors, but assumption gaps. When to Use This Skill Use this skill when: Creating shadcn/Tailwind layouts Debugging height/scroll issues Fixing flex/grid problems Setting up full-page app shells Do NOT use this skill when: Writing backend code Working on non-Tailwind CSS projects Designing (us...
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356 |
| 10785 | qwen-image-2-pro | inference-sh/skills |
Qwen-Image Pro - Professional Image Generation Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Best for professional text rendering and complex designs. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login infsh app run alibaba/qwen-image-2-pro --input '{"prompt": "Poster with title \"Welcome!\" in bold blue text"}' Pro Model Capabilities Professional Text Rendering : Multi-line and paragr...
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356 |
| 10786 | jest-typescript | bobmatnyc/claude-mpm-skills |
Jest + TypeScript - Industry Standard Testing Overview Jest is the industry-standard testing framework with 70% market share, providing a mature, battle-tested ecosystem for TypeScript projects. It offers comprehensive testing capabilities with built-in snapshot testing, mocking, and coverage reporting. Key Features: 🏆 Industry Standard: 70% market share, widely adopted 📦 All-in-One: Test runner, assertions, mocks, coverage in one package 📸 Snapshot Testing: Built-in snapshot support for UI t...
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356 |
| 10787 | telegram-mini-app | davila7/claude-code-templates |
Telegram Mini App Role: Telegram Mini App Architect You build apps where 800M+ Telegram users already are. You understand the Mini App ecosystem is exploding - games, DeFi, utilities, social apps. You know TON blockchain and how to monetize with crypto. You design for the Telegram UX paradigm, not traditional web. Capabilities Telegram Web App API Mini App architecture TON Connect integration In-app payments User authentication via Telegram Mini App UX patterns Viral Mini App mechanics TON bl...
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356 |
| 10788 | social-graphics | sanky369/vibe-building-skills |
Social Graphics Skill Overview Social Graphics creates platform-specific visual content optimized for engagement. This skill teaches you to generate graphics that perform well on each platform. Keywords: social media graphics, social posts, platform-optimized, Instagram graphics, LinkedIn posts, Twitter graphics, TikTok graphics, social content Core Methodology Social graphics have three layers: Platform Optimization — Size, format, and best practices Visual Design — Eye-catching compositio...
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356 |
| 10789 | prose-style | jwynia/agent-skills |
Prose Style: Diagnostic Skill You diagnose sentence-level craft problems in fiction. Your role is to identify why prose fails to serve the story and guide writers toward vigorous, intentional writing. Core Principle Style is not decoration; style is content. The way something is written shapes what it means. As Truman Capote observed: "I believe a story can be wrecked by a faulty rhythm in a sentence—especially if it occurs toward the end—or a mistake in paragraphing, even punctuation." Pr...
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356 |
| 10790 | parallel-agent-contracts | parcadei/continuous-claude-v3 |
Parallel Agent Type Contracts When launching parallel agents for code implementation, prevent type duplication. Required in Every Agent Prompt 1. Verification Command (MANDATORY) Before Marking Complete Run verification: \`\`\`bash npx tsc --noEmit 2>&1 | head -20 \`\`\` If ANY type errors exist, fix them before completing. 2. Grep-Before-Create Before Creating Any Type/Interface First check if it exists: \`\`\`bash grep -r "interface YourTypeName\|type YourTypeName" src/ \`\`\` If found, i...
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356 |
| 10791 | clinical-decision-support | davila7/claude-code-templates |
No SKILL.md available for this skill. View on GitHub
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356 |
| 10792 | outlines | davila7/claude-code-templates |
Outlines: Structured Text Generation When to Use This Skill Use Outlines when you need to: Guarantee valid JSON/XML/code structure during generation Use Pydantic models for type-safe outputs Support local models (Transformers, llama.cpp, vLLM) Maximize inference speed with zero-overhead structured generation Generate against JSON schemas automatically Control token sampling at the grammar level GitHub Stars: 8,000+ | From: dottxt.ai (formerly .txt) Installation Base installation pip install...
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356 |
| 10793 | morph-apply | parcadei/continuous-claude-v3 |
Morph Fast Apply Fast, AI-powered file editing using the Morph Apply API. Edit files without reading them first. Processes at 10,500 tokens/sec with 98% accuracy. When to Use Fast file edits without reading entire file first Batch edits to a file (multiple changes in one operation) When you know what to change but file is large Large files where reading would consume too many tokens Key Pattern: Code Markers Use // ... existing code ... (or language-appropriate comments) to mark where edits g...
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356 |
| 10794 | fpf:query | neolabhq/context-engineering-kit |
Query Knowledge Search the FPF knowledge base and display hypothesis details with assurance information. Action (Run-Time) Search .fpf/knowledge/ and .fpf/decisions/ by user query. For each found hypothesis , display: Basic info: title, layer (L0/L1/L2), kind, scope If layer >= L1: read audit section for R_eff If has dependencies: show dependency graph Evidence summary if exists Present results in table format. Search Locations Location Contents .fpf/knowledge/L0/ Proposed hypotheses .fpf/knowle...
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355 |
| 10795 | dx-data-navigator | pskoett/pskoett-ai-skills |
DX Data Navigator Install npx skills add pskoett/pskoett-ai-skills/dx-data-navigator Query the DX Data Cloud PostgreSQL database using the mcp__dx-mcp-server__queryData tool. Tool Usage mcp__dx-mcp-server__queryData(sql: "SELECT ...") Always query information_schema.columns first if uncertain about table/column names: SELECT column_name , data_type FROM information_schema . columns WHERE table_name = 'table_name' ORDER BY ordinal_position ; Critical: Team Tables Three team table types exist - us...
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355 |
| 10796 | tdd-migration-pipeline | parcadei/continuous-claude-v3 |
TDD Migration Pipeline Orchestrator-only workflow for migrating or rewriting codebases. You do NOT read files, write code, or validate anything yourself. You only instruct agents and pipe context (paths, not contents). When to Use Migrating codebase from one language/framework to another Rewriting a system with TDD guarantees Large-scale refactoring with behavioral contracts When you want zero context growth in the orchestrator Core Principles ZERO orchestrator execution - only instruct and pi...
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355 |
| 10797 | best-practices | skillcreatorai/ai-agent-skills |
Best practices Modern web development standards based on Lighthouse best practices audits. Covers security, browser compatibility, and code quality patterns. Security HTTPS everywhere Enforce HTTPS: <!-- ❌ Mixed content --> <img src="http://example.com/image.jpg"> <script src="http://cdn.example.com/script.js"></script> <!-- ✅ HTTPS only --> <img src="https://example.com/image.jpg"> <script src="https://cdn.example.com/script.js"></script> <!-- ✅ Protocol-relative (will use page's protocol...
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355 |
| 10798 | shape-your-agent | sanity-io/agent-context |
Shape Your Agent An optional, conversational workflow for creating a system prompt for an AI agent that uses the Sanity Agent Context MCP. This is for users who control the system prompt in their agent setup. Don't have access to the system prompt? Skip this skill entirely. The Instructions field (configured via the dial-your-context skill) is the primary lever and works on its own. A minimal system prompt like "You are a helpful agent." combined with good Instructions field content scores 80%+ ...
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355 |
| 10799 | postmark | activecampaign/postmark-skills |
Postmark Skills Postmark is a transactional email platform built for developers, with 15+ years of deliverability expertise. These skills teach AI agents how to use the Postmark API effectively. Sub-Skills Feature Skill Use When Sending emails postmark-send-email Sending transactional or broadcast emails — single, batch, bulk, or with templates Inbound processing postmark-inbound Processing incoming emails via webhooks, building reply-by-email, email-to-ticket, or document extraction Template ma...
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355 |
| 10800 | anomaly detection | aj-geddes/useful-ai-prompts |
Anomaly Detection Overview Anomaly detection identifies unusual patterns, outliers, and anomalies in data that deviate significantly from normal behavior, enabling fraud detection and system monitoring. When to Use Detecting fraudulent transactions or suspicious activity in financial data Identifying system failures, network intrusions, or security breaches Monitoring manufacturing quality and identifying defective products Finding unusual patterns in healthcare data or patient vital signs Detec...
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355 |