Crawler Summary

ai-agent-chatbot answer-first brief

AI Agent Chatbot Crew - crewAI-powered conversational agent with continuous interactive chat, context-aware responses, and natural conversation flow 🤖 AiAgentChatbot Crew Welcome to the AiAgentChatbot Crew project, powered by $1. This template is designed to help you set up an intelligent conversational AI chatbot system with ease, leveraging the powerful and flexible framework provided by crewAI. Our goal is to enable your chatbot agent to engage in natural, context-aware conversations with users. 🚀 Features - **Continuous Interactive Chat**: Natural conversat Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

Freshness

Last checked 4/16/2026

Best For

ai-agent-chatbot 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

Claim this agent
Agent DossierGitHubSafety: 66/100

ai-agent-chatbot

AI Agent Chatbot Crew - crewAI-powered conversational agent with continuous interactive chat, context-aware responses, and natural conversation flow 🤖 AiAgentChatbot Crew Welcome to the AiAgentChatbot Crew project, powered by $1. This template is designed to help you set up an intelligent conversational AI chatbot system with ease, leveraging the powerful and flexible framework provided by crewAI. Our goal is to enable your chatbot agent to engage in natural, context-aware conversations with users. 🚀 Features - **Continuous Interactive Chat**: Natural conversat

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 16, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 16, 2026

Vendor

Muhammedafsalpm

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Unpublished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 4/16/2026.

Setup snapshot

git clone https://github.com/muhammedafsalpm/ai-agent-chatbot.git
  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

Muhammedafsalpm

profilemedium
Observed Apr 16, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 16, 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

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

0

Snippets

0

Languages

python

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

AI Agent Chatbot Crew - crewAI-powered conversational agent with continuous interactive chat, context-aware responses, and natural conversation flow 🤖 AiAgentChatbot Crew Welcome to the AiAgentChatbot Crew project, powered by $1. This template is designed to help you set up an intelligent conversational AI chatbot system with ease, leveraging the powerful and flexible framework provided by crewAI. Our goal is to enable your chatbot agent to engage in natural, context-aware conversations with users. 🚀 Features - **Continuous Interactive Chat**: Natural conversat

Full README

🤖 AiAgentChatbot Crew

Welcome to the AiAgentChatbot Crew project, powered by crewAI. This template is designed to help you set up an intelligent conversational AI chatbot system with ease, leveraging the powerful and flexible framework provided by crewAI. Our goal is to enable your chatbot agent to engage in natural, context-aware conversations with users.

🚀 Features

  • Continuous Interactive Chat: Natural conversation flow until user decides to exit
  • Intelligent Responses: Powered by CrewAI agents with LLM capabilities
  • Context-Aware: Maintains conversation context and provides relevant replies
  • Easy Exit: Simple exit phrases like "Goodbye", "Exit", "Bye" to end conversation

📋 Installation

Ensure you have Python >=3.10 <3.14 installed on your system. This project uses UV for dependency management and package handling, offering a seamless setup and execution experience.

First, if you haven't already, install uv:

pip install uv

Next, navigate to your project directory and install the dependencies:

(Optional) Lock the dependencies and install them by using the CLI command:

crewai install

🔑 Environment Setup

Add your OPENAI_API_KEY into the .env file

echo "OPENAI_API_KEY=your_api_key_here" > .env

🛠 Customizing

  • Modify src/ai_agent_chatbot/config/agents.yaml to define your agents
  • Modify src/ai_agent_chatbot/config/tasks.yaml to define your tasks
  • Modify src/ai_agent_chatbot/crew.py to add your own logic, tools and specific args
  • Modify src/ai_agent_chatbot/main.py to add custom inputs for your agents and tasks

🎯 Running the Project

To kickstart your crew of AI agents and begin the interactive chatbot session, run this from the root folder of your project:

crewai run

This command initializes the AiAgentChatbot Crew, starting an interactive chat session where you can converse with the AI chatbot.

Example Conversation:

🤖 Chatbot is ready! Type 'Goodbye' or 'Exit' to end the chat.

You: Hello!
🤖 Chatbot: Hello! How can I assist you today?

You: What can you help me with?
🤖 Chatbot: I can answer questions, have conversations, help with ideas, and much more! What's on your mind?

You: Goodbye
🤖 Chatbot: Goodbye! Have a great day!

🏗 Understanding Your Crew

The AiAgentChatbot Crew features an intelligent conversational agent designed to:

  • Engage in natural, flowing conversations
  • Provide helpful and context-aware responses
  • Maintain conversation continuity
  • Handle various conversation topics gracefully
  • Respect user's desire to end the conversation with appropriate exit phrases

The agent configuration is defined in config/agents.yaml and its conversational tasks are outlined in config/tasks.yaml.

🎮 Usage Tips

  • The chatbot will continue conversations until you type exit phrases like: "goodbye", "exit", "quit", "bye"
  • You can ask questions, seek advice, or just chat naturally
  • The agent maintains context within each conversation session

Contract & API

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

MissingGITHUB OPENCLEW

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://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/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

70

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

70

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

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

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

70

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-muhammedafsalpm-ai-agent-chatbot/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:03:23.673Z"
    }
  },
  "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",
    "label": "Vendor",
    "value": "Muhammedafsalpm",
    "category": "vendor",
    "href": "https://github.com/muhammedafsalpm/ai-agent-chatbot",
    "sourceUrl": "https://github.com/muhammedafsalpm/ai-agent-chatbot",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-16T06:46:54.198Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-16T06:46:54.198Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "docs_crawl",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "category": "integration",
    "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,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-muhammedafsalpm-ai-agent-chatbot/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

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,
    "metadata": {}
  }
]

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