Xpersona

Crawler Summary

agent-examples-zh answer-first brief

CrewAI 中文示例项目（15 crews + 5 flows，已适配 OpenAI 兼容协议） CrewAI Full Examples **🇨🇳 中文用户 / Chinese Users**：本仓库在上游基础上**新增 20 个中文适配项目**（crews/*-zh × 15 + flows/*-zh × 5），统一接 OpenAI 兼容协议（DeepSeek 官方 / OpenAI / Azure / Ollama / 任意中转站），全部已修复 Windows 编码、代理、价格表抓取、tool_choice 等通用坑。完整说明（按场景速查、按身份分类、详细项目说明、运行排查表）请见 **$1**。 **5 步快速开始**： 产出会落到该项目目录下的 output/，全部为中文 Markdown / CSV / JSON。 --- Introduction Welcome to the official collection of **complete CrewAI applications**. This repo Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

agent-examples-zh is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB REPOS, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Agent DossierGITHUB REPOSSafety: 66/100

agent-examples-zh

CrewAI 中文示例项目（15 crews + 5 flows，已适配 OpenAI 兼容协议） CrewAI Full Examples **🇨🇳 中文用户 / Chinese Users**：本仓库在上游基础上**新增 20 个中文适配项目**（crews/*-zh × 15 + flows/*-zh × 5），统一接 OpenAI 兼容协议（DeepSeek 官方 / OpenAI / Azure / Ollama / 任意中转站），全部已修复 Windows 编码、代理、价格表抓取、tool_choice 等通用坑。完整说明（按场景速查、按身份分类、详细项目说明、运行排查表）请见 **$1**。 **5 步快速开始**： 产出会落到该项目目录下的 output/，全部为中文 Markdown / CSV / JSON。 --- Introduction Welcome to the official collection of **complete CrewAI applications**. This repo

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Cravezon

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Cravezon

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB REPOS

Extracted files

0

Examples

4

Snippets

0

Languages

python

Executable Examples

bash

> # 1) clone 仓库
> git clone https://github.com/chavez2026/agent-examples-zh.git && cd agent-examples-zh
>
> # 2) 选一个中文项目（任选 20 个之一）
> cd crews/instagram_post-zh        # 或 flows/email_auto_responder_flow-zh ...
>
> # 3) 复制 .env 模板并填入你自己的 KEY
> cp .env.example .env              # Windows 用户：copy .env.example .env
> #   编辑 .env：把 OPENAI_API_KEY / OPENAI_API_BASE / MODEL 改成你自己的
>
> # 4) 安装依赖（uv 会自动创建 .venv）
> uv sync
>
> # 5) 跑起来
> uv run <package_name>             # crews/* 项目（package_name 见 pyproject.toml [project.scripts]）
> uv run kickoff                    # flows/* 项目（统一入口）
>

bash

git clone https://github.com/crewAIInc/crewAI-examples.git
   cd crewAI-examples

bash

cd crews/marketing_strategy  # or any other example

bash

uv sync  # Installs all dependencies and creates virtual environment

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

CrewAI 中文示例项目（15 crews + 5 flows，已适配 OpenAI 兼容协议） CrewAI Full Examples **🇨🇳 中文用户 / Chinese Users**：本仓库在上游基础上**新增 20 个中文适配项目**（crews/*-zh × 15 + flows/*-zh × 5），统一接 OpenAI 兼容协议（DeepSeek 官方 / OpenAI / Azure / Ollama / 任意中转站），全部已修复 Windows 编码、代理、价格表抓取、tool_choice 等通用坑。完整说明（按场景速查、按身份分类、详细项目说明、运行排查表）请见 **$1**。 **5 步快速开始**： 产出会落到该项目目录下的 output/，全部为中文 Markdown / CSV / JSON。 --- Introduction Welcome to the official collection of **complete CrewAI applications**. This repo

Full README

CrewAI Full Examples

🇨🇳 中文用户 / Chinese Users：本仓库在上游基础上新增 20 个中文适配项目（crews/*-zh × 15 + flows/*-zh × 5），统一接 OpenAI 兼容协议（DeepSeek 官方 / OpenAI / Azure / Ollama / 任意中转站），全部已修复 Windows 编码、代理、价格表抓取、tool_choice 等通用坑。完整说明（按场景速查、按身份分类、详细项目说明、运行排查表）请见 中文项目使用指南.md。

5 步快速开始：

# 1) clone 仓库
git clone https://github.com/chavez2026/agent-examples-zh.git && cd agent-examples-zh

# 2) 选一个中文项目（任选 20 个之一）
cd crews/instagram_post-zh        # 或 flows/email_auto_responder_flow-zh ...

# 3) 复制 .env 模板并填入你自己的 KEY
cp .env.example .env              # Windows 用户：copy .env.example .env
#   编辑 .env：把 OPENAI_API_KEY / OPENAI_API_BASE / MODEL 改成你自己的

# 4) 安装依赖（uv 会自动创建 .venv）
uv sync

# 5) 跑起来
uv run <package_name>             # crews/* 项目（package_name 见 pyproject.toml [project.scripts]）
uv run kickoff                    # flows/* 项目（统一入口）

产出会落到该项目目录下的 output/，全部为中文 Markdown / CSV / JSON。

Introduction

Welcome to the official collection of complete CrewAI applications. This repository contains end-to-end implementations that showcase how to build real-world applications using CrewAI's framework for orchestrating AI agents.

🍳 Looking for feature-specific tutorials? Check out CrewAI Cookbook for focused guides on specific CrewAI features and patterns.

What You'll Find Here

These are full applications that demonstrate:

  • Complete project structures and organization
  • Real-world integration patterns (APIs, databases, external services)
  • Comprehensive code implementations with error handling
  • End-to-end workflows from input to output
  • Industry-specific implementations across various domains

Each example is a standalone application you can run, modify, and deploy.

Note: All examples use CrewAI version 0.152.0 and UV package management for optimal performance and developer experience.

📁 Repository Structure

🌊 Flows

Advanced orchestration examples using CrewAI Flows for complex workflows with state management.

👥 Crews

Traditional CrewAI implementations showcasing multi-agent collaboration.

Content Creation & Marketing

Business & Productivity

Data & Research

Travel & Planning

Templates

🔌 Integrations

Examples showing CrewAI integration with other platforms and services.

📓 Notebooks

Jupyter notebook examples for interactive exploration and learning.

🚀 Getting Started

  1. Clone the repository

    git clone https://github.com/crewAIInc/crewAI-examples.git
cd crewAI-examples

  2. Choose an example category

    • For multi-crew orchestration → check /flows
    • For standard crews → check /crews
    • For platform integrations → check /integrations

  3. Navigate to specific example

    cd crews/marketing_strategy  # or any other example

  4. Install dependencies with UV

    uv sync  # Installs all dependencies and creates virtual environment

  5. Follow the example's README Each example contains specific setup instructions and usage guides

📚 Learning Path

Beginners

Start with:

  1. Starter Template - Basic crew structure
  2. Instagram Post - Simple content creation
  3. Job Posting - Straightforward business use case

Intermediate

Explore:

  1. Marketing Strategy - Multi-agent collaboration
  2. Self Evaluation Loop Flow - Iterative workflows
  3. Stock Analysis - External API integration

Advanced

Deep dive into:

  1. Content Creator Flow - Multi-crew orchestration with dynamic routing
  2. Write a Book with Flows - Complex parallel execution
  3. Lead Score Flow - Human-in-the-loop patterns
  4. CrewAI-LangGraph - Framework integration

🛠 Common Patterns

  • Configuration: Most examples use YAML files for agent/task definitions
  • Tools: Examples showcase integration with APIs, databases, and file systems
  • Flows: Advanced examples demonstrate state management and orchestration
  • Training: Several examples include agent training capabilities

📝 Contributing

We welcome contributions! Please feel free to submit examples showcasing new use cases or improvements to existing ones.

📄 License

This repository is maintained by the CrewAI team. Check individual examples for specific licensing information.

🔗 Related Resources

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T00:54:46.967Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Cravezon",
    "href": "https://github.com/cravezon/agent-examples-zh",
    "sourceUrl": "https://github.com/cravezon/agent-examples-zh",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T22:15:03.025Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T22:15:03.025Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-cravezon-agent-examples-zh/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to agent-examples-zh and adjacent AI workflows.