Crawler Summary

crewai-assitant answer-first brief

πŸ€– AI Research Assistant | CrewAI multi-agent system powered by OpenRouter LLMs with a Streamlit web UI. Enter any topic and get a detailed research report generated by collaborative AI agents. Mj's AI Research Assistant An intelligent multi-agent research assistant powered by **CrewAI**, **OpenRouter**, and **Streamlit** --- ✨ Features - πŸ” **AI Researcher Agent** β€” Finds the latest and most relevant information on any topic - ✍️ **AI Writer Agent** β€” Converts research into a clean, structured Markdown report - ⚑ **Sequential Processing** β€” Agents collaborate in an intelligent pipeline - 🌐 **Web UI** β€” Si Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

crewai-assitant 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

Agent DossierGITHUB REPOSSafety: 66/100

crewai-assitant

πŸ€– AI Research Assistant | CrewAI multi-agent system powered by OpenRouter LLMs with a Streamlit web UI. Enter any topic and get a detailed research report generated by collaborative AI agents. Mj's AI Research Assistant An intelligent multi-agent research assistant powered by **CrewAI**, **OpenRouter**, and **Streamlit** --- ✨ Features - πŸ” **AI Researcher Agent** β€” Finds the latest and most relevant information on any topic - ✍️ **AI Writer Agent** β€” Converts research into a clean, structured Markdown report - ⚑ **Sequential Processing** β€” Agents collaborate in an intelligent pipeline - 🌐 **Web UI** β€” Si

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

Mjowaleullah

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Unpublished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.

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

Mjowaleullah

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

Artifacts Archive

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

Self-declaredGITHUB REPOS

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

git clone https://github.com/mjowaleullah/crewai-assistant.git
cd crewai-assistant

bash

pip install -r requirements.txt

env

OPENAI_API_BASE=https://openrouter.ai/api/v1
OPENAI_MODEL_NAME=openrouter/elephant-alpha
OPENROUTER_API_KEY=your_openrouter_api_key_here

bash

streamlit run app.py

text

crewai-assistant/
β”‚
β”œβ”€β”€ app.py              # Main Streamlit application
β”œβ”€β”€ .env                # Environment variables (never commit this!)
β”œβ”€β”€ requirements.txt    # Python dependencies
β”œβ”€β”€ .gitignore          # Git ignore rules
└── README.md           # Project documentation

text

User Input (Topic)
      β”‚
      β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Researcher     β”‚  ──► Finds key information about the topic
β”‚  Agent          β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
      β”‚
      β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Writer         β”‚  ──► Writes a structured Markdown report
β”‚  Agent          β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
      β”‚
      β–Ό
  Final Report (displayed in Streamlit UI)

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

πŸ€– AI Research Assistant | CrewAI multi-agent system powered by OpenRouter LLMs with a Streamlit web UI. Enter any topic and get a detailed research report generated by collaborative AI agents. Mj's AI Research Assistant An intelligent multi-agent research assistant powered by **CrewAI**, **OpenRouter**, and **Streamlit** --- ✨ Features - πŸ” **AI Researcher Agent** β€” Finds the latest and most relevant information on any topic - ✍️ **AI Writer Agent** β€” Converts research into a clean, structured Markdown report - ⚑ **Sequential Processing** β€” Agents collaborate in an intelligent pipeline - 🌐 **Web UI** β€” Si

Full README

Mj's AI Research Assistant

An intelligent multi-agent research assistant powered by CrewAI, OpenRouter, and Streamlit

Python CrewAI Streamlit OpenRouter License


✨ Features

  • πŸ” AI Researcher Agent β€” Finds the latest and most relevant information on any topic
  • ✍️ AI Writer Agent β€” Converts research into a clean, structured Markdown report
  • ⚑ Sequential Processing β€” Agents collaborate in an intelligent pipeline
  • 🌐 Web UI β€” Simple and clean Streamlit interface
  • πŸ”Œ OpenRouter Integration β€” Use 100+ LLMs (free & paid) with one API

πŸ› οΈ Tech Stack

| Technology | Purpose | |---|---| | CrewAI | Multi-agent orchestration framework | | OpenRouter | LLM API gateway (supports 100+ models) | | Streamlit | Web UI | | Python Dotenv | Environment variable management |


πŸš€ Getting Started

1. Clone the Repository

git clone https://github.com/mjowaleullah/crewai-assistant.git
cd crewai-assistant

2. Install Dependencies

pip install -r requirements.txt

3. Setup Environment Variables

Create a .env file in the root directory:

OPENAI_API_BASE=https://openrouter.ai/api/v1
OPENAI_MODEL_NAME=openrouter/elephant-alpha
OPENROUTER_API_KEY=your_openrouter_api_key_here

πŸ”‘ Get your free API key at openrouter.ai

4. Run the App

streamlit run app.py

Open your browser at http://localhost:8501 πŸŽ‰


πŸ“ Project Structure

crewai-assistant/
β”‚
β”œβ”€β”€ app.py              # Main Streamlit application
β”œβ”€β”€ .env                # Environment variables (never commit this!)
β”œβ”€β”€ requirements.txt    # Python dependencies
β”œβ”€β”€ .gitignore          # Git ignore rules
└── README.md           # Project documentation

πŸ€– How It Works

User Input (Topic)
      β”‚
      β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Researcher     β”‚  ──► Finds key information about the topic
β”‚  Agent          β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
      β”‚
      β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Writer         β”‚  ──► Writes a structured Markdown report
β”‚  Agent          β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
      β”‚
      β–Ό
  Final Report (displayed in Streamlit UI)

πŸ“¦ Requirements

crewai
streamlit
python-dotenv

πŸ‘¨β€πŸ’» Author

Mj Owaleullah


πŸ“„ License

This project is licensed under the MIT License.

Contract & API

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

MissingGITHUB REPOS

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-mjowaleullah-crewai-assitant/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/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.

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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-mjowaleullah-crewai-assitant/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T01:53:11.689Z"
    }
  },
  "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": "Mjowaleullah",
    "href": "https://github.com/mjowaleullah/crewai-assitant",
    "sourceUrl": "https://github.com/mjowaleullah/crewai-assitant",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T23:22:34.686Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T23:22:34.686Z",
    "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-mjowaleullah-crewai-assitant/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mjowaleullah-crewai-assitant/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Β· 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 crewai-assitant and adjacent AI workflows.