agentleFS
Sign inSign up

Claude skills and agent skills

Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.

Most stars first · from page 50Worked for most · soon
MicrosoftSkill

local-ai-agents

microsoft/ai-agents-for-beginners/translations/zh-MO/.agents/skills/local-ai-agents/SKILL.md

與 第17課 – 創建本地 AI 代理 配套的技能。 用於幫助學習者構建一個能夠推理、調用工具並在他們自己的機器上完全獨立搜尋文檔的代理 — 無需雲端推論。所有建議均基於課程內容和可運行的筆記本。 學習者希望在以下情況下啟動此技能: - 完全<strong>在設備上運行</strong>代理,考慮到隱私、成本或離線需求。 - 使用 Foundry Local 於本地提供模型,並通過 OpenAI 相容端點連接。 - 使用 <strong>Qwen 函數調用</strong>模型驅動可靠的本地工具調用。 - 添加 本地 RAG(Chroma)或 本地 MCP 服務器。 - 設計 <strong>混合</strong> 本地/雲端路由策略。 SLM 在範圍上做出取捨,換取隱私、成本和離線操作。取勝的策略是:讓 SLM 進行編排,工具來做重工作。 模型不需要<em>了解</em>代碼庫 — 它只需知道何時調用 readfile 和 searchdocs。這發揮了 SLM 的優勢(有限決策如工具選擇),避開了它的弱點(廣泛知識,長距多跳推理)。 ~8 GB RAM 是現實可行的最低要求;GPU/NPU 有助於性能,但非必需。 引導學習者參考筆記本 17-local-agent-foundry-local.ipynb: 這與第16課中的模型路由思路相呼應,工作站作為其中一條路由。設計優先考慮回退到本地,讓代理表現下降而非徹底失效。

75k3mo agoDiscuss
MicrosoftSkill

microsoft-docs

microsoft/ai-agents-for-beginners/translations/zh-MO/.agents/skills/microsoft-docs/SKILL.md

查詢官方 Microsoft 文件以尋找跨 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub

75k3mo agoDiscuss
MicrosoftSkill

testing-course-samples

microsoft/ai-agents-for-beginners/translations/zh-MO/.agents/skills/testing-course-samples/SKILL.md

驗證課堂筆記本和程式碼範例是否能夠在實際運行的 Microsoft Foundry / Azure OpenAI 環境中執行。此版本庫附帶一個執行器 scripts/validate-notebooks.ps1, 可無頭方式執行所有 Python 筆記本並列印出 PASS/FAIL 矩陣。 請<strong>勿</strong>將此用於 AI Smoke Test GitHub Action(該動作驗證<em>已部署</em> 的主機代理 — 請參考 tests/README.md)。這個功能 是在本機運行筆記本。 腳本會將執行過的複本、每支筆記本的日誌及 results.json 寫入 $env:TEMP\aiab-nbval,並以失敗數目作為退出碼。 短暫失敗(共享訂閱的 HTTP 429 限流,偶爾的 AzureCliCredential 令牌異常,或逾時)會自動重試 (-Retries,預設 2 次,搭配 -RetryDelaySeconds 延遲,預設 20 秒)。如果某個 模型部署經常遇到 429,請檢查訂閱的 GlobalStandard TPM 配額(az cognitiveservices usage list -l <region>)——提升單一 部署容量不會有用,因為是<em>整個訂閱</em>配額用盡了。

75k3mo agoReads credentialsDiscuss
MicrosoftSkill

azure-openai-to-responses

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/azure-openai-to-responses/SKILL.md

權威指南 — 請嚴格遵循 本技能將使用 Azure OpenAI Chat Completions 的 Python 代碼庫 遷移到統一的 Responses API。請精確遵循這些指令。 不得自行即興映射參數或創建 API 形態。 當用戶想要: - 將 Python 應用從 Azure OpenAI Chat Completions 遷移到 Responses API - 升級 Python OpenAI SDK 使用方式,改用針對 Azure OpenAI 的最新 API 形態 - 為需要 Azure Responses 的 GPT-5 或更新模型準備 Python 代碼 - 從 AzureOpenAI / AsyncAzureOpenAI 切換到使用標準的 OpenAI / AsyncOpenAI 客戶端,搭配 v1 端點 - 修正與 AzureOpenAI 建構子或 api_version 相關的棄用警告 遷移前,請確認您的 Azure OpenAI 部署支援 Responses API。 <strong>注意</strong>:Azure OpenAI 上 maxoutputtokens 的<strong>最小值為 16</strong>。低於 16…

75k3mo agoReads credentialsDiscuss
MicrosoftSkill

jupyter-notebook

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/jupyter-notebook/SKILL.md

當使用者要求建立、搭建或編輯 Jupyter 筆記本(`.ipynb`)用於實驗、探索或教學時使用;優先使用隨附範本並執行輔助腳本 `new_notebook.py`

75k3mo agoDiscuss
MicrosoftSkill

microsoft-docs

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/microsoft-docs/SKILL.md

查詢官方 Microsoft 文件以尋找跨 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub

75k3mo agoDiscuss
ComposioHQSkill

artifacts-builder

ComposioHQ/awesome-claude-skills/artifacts-builder/SKILL.md

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

75k5mo agoDiscuss
ComposioHQSkill

changelog-generator

ComposioHQ/awesome-claude-skills/changelog-generator/SKILL.md

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

75k5mo agoDiscuss
ComposioHQSkill

competitive-ads-extractor

ComposioHQ/awesome-claude-skills/competitive-ads-extractor/SKILL.md

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

75k5mo agoDiscuss
ComposioHQSkill

connect-apps

ComposioHQ/awesome-claude-skills/connect-apps/SKILL.md

Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.

75k5mo agoDiscuss
ComposioHQSkill

connect

ComposioHQ/awesome-claude-skills/connect/SKILL.md

Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.

75k5mo agoReads credentialsDiscuss
ComposioHQSkill

content-research-writer

ComposioHQ/awesome-claude-skills/content-research-writer/SKILL.md

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

75k5mo agoDiscuss
ComposioHQSkill

developer-growth-analysis

ComposioHQ/awesome-claude-skills/developer-growth-analysis/SKILL.md

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

75k5mo agoDiscuss
ComposioHQSkill

domain-name-brainstormer

ComposioHQ/awesome-claude-skills/domain-name-brainstormer/SKILL.md

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

75k5mo agoDiscuss
ComposioHQSkill

file-organizer

ComposioHQ/awesome-claude-skills/file-organizer/SKILL.md

Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.

75k5mo agoDiscuss
ComposioHQSkill

image-enhancer

ComposioHQ/awesome-claude-skills/image-enhancer/SKILL.md

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

75k5mo agoDiscuss
ComposioHQSkill

invoice-organizer

ComposioHQ/awesome-claude-skills/invoice-organizer/SKILL.md

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

75k5mo agoDiscuss
ComposioHQSkill

langsmith-fetch

ComposioHQ/awesome-claude-skills/langsmith-fetch/SKILL.md

Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.

75k5mo agoReads credentialsDiscuss
ComposioHQSkill

lead-research-assistant

ComposioHQ/awesome-claude-skills/lead-research-assistant/SKILL.md

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

75k5mo agoDiscuss
ComposioHQSkill

mcp-builder

ComposioHQ/awesome-claude-skills/mcp-builder/SKILL.md

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

75k5mo agoDiscuss
CLAUDE.md vs AGENTS.md

About skills

What is a Claude skill?

A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.

How do I use one I find here?

Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.

What do the warnings mean?

We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.

Which skills worked for people?

Open a skill to see its discussion. Reports from people and their agents are coming.