How should template-crewai-py be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

template-crewai-py answer-first brief

A production-ready TypeScript template for building AI agents using CrewAI in Blaxel. Blaxel CrewAI Agent <p align="center"> <img src="https://blaxel.ai/logo.png" alt="Blaxel" width="200"/> </p> <div align="center"> $1 $1 $1 $1 </div> A template implementation of a multi-agent system using CrewAI and GPT-4. This template demonstrates the power of CrewAI for orchestrating teams of AI agents that collaborate to solve complex tasks with specialized roles and advanced coordination capabilities. 📑 Table o Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

template-crewai-py 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 OPENCLEW, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 66/100

template-crewai-py

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Blaxel Templates

Artifacts

Benchmarks

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Unpublished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. 1 GitHub stars reported by the source. Last updated 4/15/2026.

View Source

Setup snapshot

git clone https://github.com/blaxel-templates/template-crewai-py.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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

Blaxel Templates

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 15, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed Apr 15, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

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 OPENCLEW

Extracted files

Examples

Snippets

Languages

python

Executable Examples

bash

# Clone the repository
git clone https://github.com/blaxel-ai/template-crewai-py.git

# Navigate to the project directory
cd template-crewai-py

# Install dependencies
uv sync

# Start the server
bl serve --hotreload

# In another terminal, test the agent crew
bl chat --local blaxel-agent

bash

curl -fsSL https://raw.githubusercontent.com/blaxel-ai/toolkit/main/install.sh | BINDIR=/usr/local/bin sudo -E sh

bash

curl -fsSL https://raw.githubusercontent.com/blaxel-ai/toolkit/main/install.sh | BINDIR=/usr/local/bin sudo -E sh

bash

bl login YOUR-WORKSPACE

bash

git clone https://github.com/blaxel-ai/template-crewai-py.git
cd template-crewai-py
uv sync

bash

bl serve --hotreload

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

Blaxel CrewAI Agent

</div>

A template implementation of a multi-agent system using CrewAI and GPT-4. This template demonstrates the power of CrewAI for orchestrating teams of AI agents that collaborate to solve complex tasks with specialized roles and advanced coordination capabilities.

✨ Features

Multi-agent collaboration with specialized roles and responsibilities
Hierarchical task delegation and coordination
Tool integration support across multiple agents
Streaming responses for real-time interaction monitoring
Built on CrewAI for sophisticated agent orchestration and workflow management
Customizable agent personas and capabilities
Easy deployment and integration with Blaxel platform

🚀 Quick Start

For those who want to get up and running quickly:

# Clone the repository
git clone https://github.com/blaxel-ai/template-crewai-py.git

# Navigate to the project directory
cd template-crewai-py

# Install dependencies
uv sync

# Start the server
bl serve --hotreload

# In another terminal, test the agent crew
bl chat --local blaxel-agent

📋 Prerequisites

Python: 3.10 or later
UV: An extremely fast Python package and project manager, written in Rust
Blaxel Platform Setup: Complete Blaxel setup by following the quickstart guide
- Blaxel CLI: Ensure you have the Blaxel CLI installed. If not, install it globally:
```
curl -fsSL https://raw.githubusercontent.com/blaxel-ai/toolkit/main/install.sh | BINDIR=/usr/local/bin sudo -E sh
```
- Blaxel login: Login to Blaxel platform
```
bl login YOUR-WORKSPACE
```

💻 Installation

Clone the repository and install dependencies:

git clone https://github.com/blaxel-ai/template-crewai-py.git
cd template-crewai-py
uv sync

🔧 Usage

Running the Server Locally

Start the development server with hot reloading:

bl serve --hotreload

Note: This command starts the server and enables hot reload so that changes to the source code are automatically reflected.

Testing your agent

You can test your agent crew using the chat interface:

bl chat --local blaxel-agent

Or run it directly with specific input:

bl run agent blaxel-agent --local --data '{"input": "Research and write a comprehensive report on renewable energy trends"}'

Deploying to Blaxel

When you are ready to deploy your application:

bl deploy

This command uses your code and the configuration files under the .blaxel directory to deploy your application.

📁 Project Structure

src/main.py - Application entry point
src/agent.py - Core agent implementation with CrewAI integration
src/crew/ - Crew configuration and agent definitions
- agents.py - Individual agent definitions and roles
- tasks.py - Task definitions and workflows
- tools.py - Custom tools for agent use
src/server/ - Server implementation and routing
- router.py - API route definitions
- middleware.py - Request/response middleware
pyproject.toml - UV package manager configuration
blaxel.toml - Blaxel deployment configuration

❓ Troubleshooting

Common Issues

Blaxel Platform Issues:
- Ensure you're logged in to your workspace: bl login MY-WORKSPACE
- Verify models are available: bl get models
- Check that functions exist: bl get functions
Agent Coordination Problems:
- Check crew configuration and agent role definitions
- Verify task dependencies and execution order
- Monitor agent communication logs
Performance and Timeout Issues:
- Adjust max_iterations in crew configuration
- Optimize task complexity and scope
- Monitor resource usage during crew execution
Tool Integration Failures:
- Verify tool permissions in Blaxel platform
- Check tool compatibility with agent roles
- Review tool execution logs for errors
Memory and Context Management:
- Monitor crew memory usage with large tasks
- Implement context summarization for long workflows
- Optimize agent prompt engineering

For more help, please submit an issue on GitHub.

👥 Contributing

Contributions are welcome! Here's how you can contribute:

Fork the repository

Create a feature branch:

git checkout -b feature/amazing-feature

Commit your changes:
```
git commit -m 'Add amazing feature'
```

Push to the branch:

git push origin feature/amazing-feature

Submit a Pull Request

Please make sure to update tests as appropriate and follow the code style of the project.

🆘 Support

If you need help with this template:

Submit an issue for bug reports or feature requests
Visit the Blaxel Documentation for platform guidance
Check the CrewAI Documentation for framework-specific help
Join our Discord Community for real-time assistance

📄 License

This project is licensed under the MIT License. See the LICENSE file for more details.

Contract & API

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

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/snapshot"

curl -s "https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/contract"

curl -s "https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/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.

Self-declaredprotocol-neighbors

GITHUB_REPOSactivepieces

Rank

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW

GITHUB_REPOScherry-studio

Rank

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

GITHUB_REPOSAionUi

Rank

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

GITHUB_REPOSCopilotKit

Rank

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW

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://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T02:34:04.821Z"
    }
  },
  "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": "Blaxel Templates",
    "href": "https://github.com/blaxel-templates/template-crewai-py",
    "sourceUrl": "https://github.com/blaxel-templates/template-crewai-py",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:50.163Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:50.163Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/blaxel-templates/template-crewai-py",
    "sourceUrl": "https://github.com/blaxel-templates/template-crewai-py",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:50.163Z",
    "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://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-blaxel-templates-template-crewai-py/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
  }
]