Find the best CLAUDE.md, AGENTS.md and Claude skills

MicrosoftSkill

local-ai-agents

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

伴隨 Lesson 17 – Creating Local AI Agents 的輔助技能。 用於協助學習者打造一個能獨立在自己機器上推理、調用工具及搜尋文件的代理 — 完全無雲端推理。所有建議都基於課程內容與可執行筆記本。 當學習者希望： - 完全在設備端執行代理，為了隱私、成本或離線需求。 - 使用 Foundry Local 本地部署模型，並透過 OpenAI 兼容端點連接。 - 使用 Qwen 函數呼叫 模型來驅動可靠的本地工具調用。 - 新增 本地 RAG（Chroma）或 本地 MCP 伺服器。 - 設計一個 <strong>混合</strong> 本地/雲端路由策略。 SLM 以隱私、成本與離線操作換取廣度。致勝策略是：讓 SLM 負責協調，讓工具執行繁重任務。 模型不需要<em>了解</em>整個程式碼庫，只需知道何時呼叫 read_file 和 search_docs。這符合 SLM 的強項（例如界定決策如工具選擇），避開其弱項（廣泛知識、長距多跳推理）。 8GB 記憶體為實際最低需求；GPU/NPU 有助於性能但非必需。 指引學習者閱讀筆記本 17-local-agent-foundry-local.ipynb： 這呼應了 Lesson 16 的模型路由概念，將工作站列為其中一條路徑。優先設計可回退至本地的方案，讓代理效能降低而非直接失效。

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MicrosoftSkill

microsoft-docs

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

Microsoft 技術生態系統的研究技能。涵蓋 learn.microsoft.com 以及存在於其之外的文檔（VS Code、GitHub、Aspire、Agent Framework 倉庫）。 使用這些工具搜尋 learn.microsoft.com 上的所有內容 — 包括 Azure、.NET、M365、Power Platform、Agent Framework、Semantic Kernel、Windows 等。這是大多數 Microsoft 文件查詢的主要工具。 在需要完整教學、所有配置選項或搜尋摘要被截斷時，請於搜尋後使用 microsoft_docs_fetch。 以下類別存在於 learn.microsoft.com 之外。請改用指定工具。 Aspire 文件位於 aspire.dev，非 Learn。最佳工具取決於你的 Aspire CLI 版本： CLI 13.2+（推薦）— Aspire MCP 伺服器包含內建的文件搜尋工具： 這些功能隨 Aspire CLI 13.2 版本發布（PR #14028）。更新指令：aspire update --self --channel daily。 CLI 13.1 — MCP 伺服器提供整合查詢（list_integrations、get_integration_docs），但<strong>不提供</strong>文件搜尋。請使用 Context7 作為備用： VS Code 文件位於 code.visualstudio.com，非 Learn。 GitHub 文件位於 docs.github.com 與 cli.github.com。 Agent Framework 教學在 learn.microsoft.com（使用 microsoft_docs_search），但 GitHub 倉庫 提供的 API 細節往往比已發布文件更新 — 特別是 DevUI REST API 參考、CLI 選項及…

ElasticAGENTS.md

elasticsearch

elastic/elasticsearch/AGENTS.md

Stateless Elasticsearch is a distribution where shard data is stored in an object store (e.g., S3, GCS, Azure) rather than local disk. Nodes carry no durable local state. The cluster…

ElasticAGENTS.md

elasticsearch / benchmarks

elastic/elasticsearch/benchmarks/AGENTS.md

Run from the benchmarks/ directory using the run task with --args. Always use the fully-qualified class name including package to avoid ambiguity. Always pipe through tee /tmp/bench/<descriptive_name> using a filename…

ElasticCLAUDE.md

elasticsearch

elastic/elasticsearch/CLAUDE.md

No summary in the file. Open it to read it.

ElasticAGENTS.md

elasticsearch

elastic/elasticsearch/docs/AGENTS.md

Always run docs-builder from the root of the checkout, not from a subdirectory. Running from a subdirectory will only validate that subdirectory's links and may silently miss errors in cross-document…

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OpenAISkill

expense-review-policy

openai/openai-cookbook/examples/agents_api/apps/document_review/skills/expense-review-policy/SKILL.md

Review invoices and contracts against accounts-payable policy before human approval.

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OpenAIAGENTS.md

openai-cookbook / migration_agent

openai/openai-cookbook/examples/agents_sdk/sandboxed-code-migration/migration_agent/AGENTS.md

You are migrating the mounted repo under repo/. - Migrate the repo according to repo/MIGRATION.md. - Preserve the public function signatures and behavior. - Run the baseline test command before editing. - Edit the app code and its tests. - Run the check command named in repo/MIGRATION.md after editing. - Run the final test command named in repo/MIGRATION.md after editing. - Return structured output that includes the exact commands, pass/fail summaries, changed files, a Markdown migration report, and the patch…

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OpenAISkill

bootstrap-realtime-eval

openai/openai-cookbook/examples/evals/realtime_evals/skills/bootstrap-realtime-eval/SKILL.md

Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtime_evals, scaffolding prompt/tools/data files, generating a useful README, and validating it with smoke, full eval, and test runs. Use when a user wants to start a new crawl, walk, or run realtime eval in this repository.

No other project uses it yet

ClineSkill

cline-sdk

cline/cline/.agents/skills/cline-sdk/SKILL.md

Comprehensive Cline SDK skill for building AI agents. Covers the Agent runtime, ClineCore sessions, custom tools, plugins, events, LLM providers, scheduling, multi-agent teams, and production deployment. Use for any task involving @cline/sdk or its sub-packages.

ClineSkill

create-pull-request

cline/cline/.agents/skills/create-pull-request/SKILL.md

Create a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for review, or open a pull request. Handles commit analysis, branch management, PR template usage, and PR creation using the gh CLI tool.

ClineSkill

opentui

cline/cline/.agents/skills/opentui/SKILL.md

Comprehensive OpenTUI skill for building terminal user interfaces. Covers the core imperative API, React reconciler, and Solid reconciler. Use for any TUI development task including components, layout, keyboard handling, animations, and testing.

ClineSkill

desktop-whats-new

cline/cline/.cline/skills/desktop-whats-new/SKILL.md

Use when the team wants to catch desktop app users up on recent features with a one-time "What's new" dialog (apps/examples/desktop-app). Guides deciding whether a catch-up is warranted, picking the highlights from the changelog, writing tight copy, adding the entry to webview/lib/whats-new-content.ts, and previewing it from Settings → About. Not for individual releases — those only appear on the About page's release notes.

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ClineSkill

publish-cli

cline/cline/.cline/skills/publish-cli/SKILL.md

Use when preparing, tagging, and publishing an apps/cli npm release. Guides changelog drafting, apps/cli/package.json version bumps, cli-vX.Y.Z tags, local npm publishing, and the publish-cli GitHub workflow.

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ClineCopilot instructions

cline

cline/cline/.github/copilot-instructions.md

This is a VS Code extension. Read .clinerules/general.md for tribal knowledge and nuanced patterns. Also update: src/shared/api.ts, src/shared/providers/providers.json, src/core/api/index.ts, webview-ui/.../providerUtils.ts, webview-ui/.../validate.ts, webview-ui/.../ApiOptions.tsx. For Responses API providers: add to isNextGenModelProvider() in src/utils/model-utils.ts and set apiFormat: ApiFormat.OPENAI_RESPONSES on models.

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ClineAGENTS.md

cline / sdk

cline/cline/sdk/AGENTS.md

Development reference for the Cline SDK workspace.

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ClineAGENTS.md

cline / llms

cline/cline/sdk/packages/llms/AGENTS.md

Development guidance for the @cline/llms package.

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MicrosoftCopilot instructions

autogen

microsoft/autogen/.github/copilot-instructions.md

AutoGen is a multi-language framework for creating AI agents that can act autonomously or work alongside humans. The project has separate Python and .NET implementations with their own development workflows.

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BlockAGENTS.md

goose

block/goose/AGENTS.md

goose is an AI agent framework in Rust with CLI and Electron desktop interfaces. The issue is the source of truth for work intended for an upstream pull request. Track issue status on the Goose Issues board. Maintainer-directed work, urgent security fixes, release automation, and local or exploratory changes do not require a Ready issue. goose is retiring its project-specific MCP server directory in favor of the official MCP Registry and its server.json format. See Discussion #10830 for the decision…

BlockAGENTS.md

goose / documentation

block/goose/documentation/AGENTS.md

IMPORTANT: The product name "goose" should ALWAYS be written in lowercase "g" in all documentation, blog posts, and any content within this documentation directory. This is a brand guideline that must be strictly followed. This rule applies to: - All markdown files in /docs/ - All blog posts in /blog/ - README files - Configuration files with user-facing text - Any other documentation content When editing or creating content in this documentation directory, always ensure "goose" uses a lowercase "g".