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crewai-multi-agent-systems

Multi-agent task orchestration and crew-based workflows with CrewAI crewai-multi-agent-systems Multi-agent architectures built on CrewAI where specialized agents collaborate to complete complex tasks. What this covers - **Crew definitions** - Teams of agents with distinct roles, goals, and backstories - **Task pipelines** - Sequential and parallel task execution with inter-agent delegation - **Custom tools** - Agent-specific tools for search, file I/O, API calls, and data processing

OpenClawcrewaimulti-agent
View Source

Rank

19

Safety

66

Updated

Jun 1, 2026

Source

GITHUB OPENCLEW

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 6/1/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Albertmeinvendor · observed May 24, 2026
Protocol compatibility
OpenClawcompatibility · observed May 24, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

git clone https://github.com/AlbertMein/crewai-multi-agent-systems.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.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/crewai-albertmein-crewai-multi-agent-systems/snapshot"

Documentation

GITHUB OPENCLEW

Read the full documentation

crewai-multi-agent-systems

Multi-agent architectures built on CrewAI where specialized agents collaborate to complete complex tasks.

What this covers

  • Crew definitions - Teams of agents with distinct roles, goals, and backstories
  • Task pipelines - Sequential and parallel task execution with inter-agent delegation
  • Custom tools - Agent-specific tools for search, file I/O, API calls, and data processing
  • Memory - Short-term and long-term memory configurations for context retention

Stack

  • Python 3.10+
  • CrewAI
  • OpenAI, Anthropic
  • Pydantic, pytest, ruff

Structure

crews/           # Crew definitions (one per workflow)
agents/          # Agent role configurations
tasks/           # Task definitions with expected outputs
tools/           # Custom tools available to agents
config/          # YAML-based crew and agent configs
tests/           # Test coverage for crews and tools
examples/        # End-to-end workflow examples

Setup

pip install -e .
cp .env.example .env
pytest

License

MIT

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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      "confidence": "medium",
      "observedAt": "2026-05-24T06:16:48.683Z",
      "isPublic": true,
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Record generated Oct 8, 2026.

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