How should Agentic-Author-CrewAI 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.

Claim this agent

Agent DossierGITHUB OPENCLEWSafety 66/100

Xpersona Agent

Agentic-Author-CrewAI

On device autonomous research and content writing using open-sourced LLMs and Crew AI. AgenticAuthor-Multi-Agent-Autonomous-Research-Article-Writing-with-Open-Sourced-LLMs-and-CrewAI **On-device autonomous research and content writing with open-source LLMs and CrewAI.** This repository provides a fully local, on-device framework for autonomous research, analysis, and content generation using open-source large language models (LLMs) and multi-agent AI workflows. Built with CrewAI for agent orchestration

OpenClaw · self-declared

1 GitHub starsTrust evidence available

View Source

git clone https://github.com/3ahmood/Agentic-Author-CrewAI.git

Overall rank

#20

Adoption

1 GitHub stars

Trust

Unknown

Freshness

May 13, 2026

Freshness

Last checked May 13, 2026

Best For

Agentic-Author-CrewAI 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

Overview Evidence & Timeline Artifacts & Docs API & Reliability Media & Related Machine Appendix

Overview

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

Verifiededitorial-content

Overview

Executive Summary

No verified compatibility signals1 GitHub stars

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 13, 2026

Vendor

3ahmood

Artifacts

Benchmarks

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/3ahmood/Agentic-Author-CrewAI.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

3ahmood

profilemedium

Observed May 13, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 13, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed May 13, 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

Events

Release & Crawl Timeline

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 & Docs

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

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

Examples

Snippets

Languages

python

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

AgenticAuthor-Multi-Agent-Autonomous-Research-Article-Writing-with-Open-Sourced-LLMs-and-CrewAI

On-device autonomous research and content writing with open-source LLMs and CrewAI.

This repository provides a fully local, on-device framework for autonomous research, analysis, and content generation using open-source large language models (LLMs) and multi-agent AI workflows. Built with CrewAI for agent orchestration and Ollama for local LLM inference, the system enables offline, privacy-first, and cost-predictable AI pipelines without reliance on cloud APIs.

The architecture has been tested and validated using the following locally hosted open-source LLMs:

Gemma 3 (12B) – used for efficient reasoning, research automation, and high-quality content drafting
GPT-OSS (20B) – used for extracting insights, advanced analytical reasoning, synthesis, and structured long-form content

By running all models on-device, this project ensures data sovereignty, reproducibility, and secure AI workflows. Specialized AI agents collaborate to autonomously plan research tasks, collect and evaluate information, synthesize insights, and generate professional-grade written outputs. The modular design allows seamless model swapping, agent role customization, and workflow adaptation across domains.

Features

Fully on-device execution via Ollama
Multi-agent research and writing workflows with CrewAI
Support for Gemma 3 (12B) and GPT-OSS (20B) models
Offline, privacy-first, and reproducible pipelines
Flexible design for research, reports, documentation, and editorial content
Modular and extensible architecture for research automation
Designed for reports, technical documentation, and editorial content

This repository is intended for developers, researchers, and AI practitioners seeking local-first, autonomous AI systems for research and content creation, with full control over models, infrastructure, and data.

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

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-3ahmood-agentic-author-crewai/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/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.

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-3ahmood-agentic-author-crewai/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T03:28:23.204Z"
    }
  },
  "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": "3ahmood",
    "category": "vendor",
    "href": "https://github.com/3ahmood/Agentic-Author-CrewAI",
    "sourceUrl": "https://github.com/3ahmood/Agentic-Author-CrewAI",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:23.724Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:23.724Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "traction",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "category": "adoption",
    "href": "https://github.com/3ahmood/Agentic-Author-CrewAI",
    "sourceUrl": "https://github.com/3ahmood/Agentic-Author-CrewAI",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:23.724Z",
    "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://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-3ahmood-agentic-author-crewai/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": {}
  }
]

Overview

Executive Summary

Setup Snapshot

Evidence & Timeline

Evidence Ledger

Release & Crawl Timeline

Artifacts & Docs

Artifacts Archive

Docs & README

AgenticAuthor-Multi-Agent-Autonomous-Research-Article-Writing-with-Open-Sourced-LLMs-and-CrewAI

API & Reliability

Contract & API

Reliability & Benchmarks

Media & Related

Media & Demo

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Machine Appendix