How should CrewAI-Agents-Project be evaluated before use?

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

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.

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Worked on single-agent and multi-agent systems in CrewAI to automate tasks such as email management and video task. It is really helpful to users for sending, drafting emails . Youtube researching and content writing agent 🤖 CrewAI Agents Project 📧 Email Agent - **Description:** Built an intelligent agent to generate clear, concise, and professional emails. - **Role:** Acts as a communication assistant for drafting emails across various use cases. - **Goal:** Transform raw user inputs into polished, professional email content. - **Expected Output:** Well-structured, grammatically correct, and context-aware email drafts. - **Key Metri Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Meena123m

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/Meena123M/CrewAI-Agents-Project.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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Meena123m

profilemedium

Observed May 31, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 31, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

python

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Worked on single-agent and multi-agent systems in CrewAI to automate tasks such as email management and video task. It is really helpful to users for sending, drafting emails . Youtube researching and content writing agent 🤖 CrewAI Agents Project 📧 Email Agent - **Description:** Built an intelligent agent to generate clear, concise, and professional emails. - **Role:** Acts as a communication assistant for drafting emails across various use cases. - **Goal:** Transform raw user inputs into polished, professional email content. - **Expected Output:** Well-structured, grammatically correct, and context-aware email drafts. - **Key Metri

Full README

🤖 CrewAI Agents Project

📧 Email Agent

Description: Built an intelligent agent to generate clear, concise, and professional emails.
Role: Acts as a communication assistant for drafting emails across various use cases.
Goal: Transform raw user inputs into polished, professional email content.
Expected Output: Well-structured, grammatically correct, and context-aware email drafts.
Key Metrics:
- ⚡ Reduced email drafting time by 70%
- 📝 Achieved 95%+ grammatical accuracy in generated emails
- 🚀 Improved response efficiency by 2x

🎥 YouTube Multi-Agent System

Description: Developed a scalable multi-agent system for automated YouTube research and content creation.
Agents Involved:
- 🕵️ Researcher Agent – Gathers relevant video data, trends, and insights.
- ✍️ Writer Agent – Converts research into structured, engaging scripts.
Goal: Automate the end-to-end workflow of YouTube content research and script writing.
Expected Output: High-quality, research-backed video scripts ready for production.
Key Metrics:
- ⏱️ Reduced research time by 60%
- 📊 Generated scripts with 90%+ content relevance score
- 🎬 Increased content production speed by 3x

🛠️ Tech Stack

Framework: CrewAI (Agents, Tasks, Crew)
LLM API: Google Gemini
Approach: Designed structured agent roles, goals, and task flows to enable efficient multi-agent collaboration.

📊 Overall Impact

🤖 Built 2+ AI agents with clearly defined responsibilities
🔄 Automated end-to-end workflows for communication and content creation
📈 Improved productivity by 2–3x across use cases
🧠 Leveraged multi-agent collaboration for smarter task execution

🙋‍♀️ Author

Meena M
Data Science Enthusiast | NLP & Deep Learning Practitioner
LinkedIn • GitHub

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Machine interfaces

Contract & API

Endpoints

Dossier API Snapshot API Contract API Trust 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-meena123m-crewai-agents-project/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/trust"

Operational fit

Reliability & Benchmarks

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 & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

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

Comparison set

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GITHUB_OPENCLEW@langchain/langgraph-swarm

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Rank

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LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB OPENCLEW

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-meena123m-crewai-agents-project/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-08T22:21:16.983Z"
    }
  },
  "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": "Meena123m",
    "category": "vendor",
    "href": "https://github.com/Meena123M/CrewAI-Agents-Project",
    "sourceUrl": "https://github.com/Meena123M/CrewAI-Agents-Project",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:25.781Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:25.781Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-meena123m-crewai-agents-project/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]