Xpersona

Crawler Summary

cloudmind-origins answer-first brief

The genesis of the Agentic Farm (Sept 2023). AI Equalizer, dynamic 4-agent team composition with CrewAI, Kubernetes infrastructure. 14 months before agents went mainstream. CloudMind Origins The genesis of the Agentic Farm. This repository contains the early AI infrastructure and multi-agent experiments that laid the foundation for everything that followed — built from **September 2023**, fourteen months before the market started talking about AI agents. **This is an archive.** CloudMind represents the earliest experiments — the raw prototypes and infrastructure that evolved into $1 (Se Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

cloudmind-origins 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

cloudmind-origins

The genesis of the Agentic Farm (Sept 2023). AI Equalizer, dynamic 4-agent team composition with CrewAI, Kubernetes infrastructure. 14 months before agents went mainstream. CloudMind Origins The genesis of the Agentic Farm. This repository contains the early AI infrastructure and multi-agent experiments that laid the foundation for everything that followed — built from **September 2023**, fourteen months before the market started talking about AI agents. **This is an archive.** CloudMind represents the earliest experiments — the raw prototypes and infrastructure that evolved into $1 (Se

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Infinitycloud Ch

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Unpublished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. 1 GitHub stars reported by the source. Last updated 4/15/2026.

View Source

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

Infinitycloud Ch

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Apr 15, 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

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 Archive

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

Self-declaredGITHUB REPOS

Extracted files

0

Examples

1

Snippets

0

Languages

python

Executable Examples

text

User enters use case → YAML generated → Python files created →
  → Fetcher Agent (search) → Analyzer Agent (format) →
  → Proxy Agent (supervise) → Compiler Agent (compile) →
  → Markdown output saved

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

The genesis of the Agentic Farm (Sept 2023). AI Equalizer, dynamic 4-agent team composition with CrewAI, Kubernetes infrastructure. 14 months before agents went mainstream. CloudMind Origins The genesis of the Agentic Farm. This repository contains the early AI infrastructure and multi-agent experiments that laid the foundation for everything that followed — built from **September 2023**, fourteen months before the market started talking about AI agents. **This is an archive.** CloudMind represents the earliest experiments — the raw prototypes and infrastructure that evolved into $1 (Se

Full README

CloudMind Origins

The genesis of the Agentic Farm. This repository contains the early AI infrastructure and multi-agent experiments that laid the foundation for everything that followed — built from September 2023, fourteen months before the market started talking about AI agents.

Python Kubernetes CrewAI Status License

This is an archive. CloudMind represents the earliest experiments — the raw prototypes and infrastructure that evolved into Moulinsart (September 2025) and the production Ferme Agentique (2026).

Timeline

| Date | Milestone | |------|-----------| | Sept 2023 | CloudMind begins — Kubernetes, vector databases, AI infrastructure | | Q1 2024 | Project Nexus — dynamic 4-agent team composition with CrewAI | | Oct 2024 | Exam Genius — multi-agent education platform | | Sept 2025 | Moulinsart — first production agentic farm (tmux + email) |

What's Inside

AI Equalizer / Project Nexus (Q1 2024)

The AI Architect — a system where a Master AI reads project mandates (PRD markdown files) and dynamically composes 4-agent teams:

  • MasterAI reads the mandate, designs the team
  • 4 agents execute sequentially with accumulated context
  • Agent groups dissolve after mission completion
  • Auto AI Box Generator: enter a use case name → generates YAML → auto-creates Python files (agents.py, tasks.py, workflow_function.py)
  • CrewAI hierarchical process with GPT-4 as manager
User enters use case → YAML generated → Python files created →
  → Fetcher Agent (search) → Analyzer Agent (format) →
  → Proxy Agent (supervise) → Compiler Agent (compile) →
  → Markdown output saved

NOVASPHERE & AegisMind

  • NOVASPHERE: Agnostic AI framework supporting OpenAI, Anthropic, and HuggingFace backends
  • AegisMind: Multi-agent workflow with Coordinator, Engineer, Debug, and Design agents

Kubernetes Infrastructure (Sept 2023)

Full cloud-native AI deployment:

  • GKE + Azure AKS orchestration
  • JupyterLab pods with dynamic provisioning
  • Streamlit apps deployed as K8s services
  • Pinecone vector databases (1,500+ vectors, 21 dimensions)
  • LiveKit speech-to-speech integration
  • Grafana + InfluxDB monitoring dashboards
  • Interactive deployment toolbox (deploy_k8s.sh) with 7 operations

Self-Directed AI Program

7+ hours per day dedicated to building AI systems from scratch:

  • Docker orchestration
  • Kubernetes pod management
  • Vector database design
  • Real-time communication (LiveKit)
  • Multi-agent framework experimentation

Key Files

| File | Purpose | |------|---------| | AI Equalizer.py | Project Nexus — MasterAI + dynamic agent team composition | | defpromptcrew.py | CrewAI integration + Auto AI Box Generator (46KB) | | defyaml.py | YAML config generator for agent workflows | | deploy_k8s.sh | Interactive Kubernetes deployment toolbox | | app.py | Streamlit file uploader for K8s pods | | scripts/ | K8s management scripts (deploy, status, cleanup) | | shell-automation/ | Automated deployment verification |

Requirements

  • Python 3.9+
  • Kubernetes CLI (kubectl)
  • OpenAI API key
  • Serper API key (for search tools)
  • Docker

Historical Significance

CloudMind proves that the agentic approach — AI agents composing teams dynamically, executing mandates, dissolving after completion — was being built here in Q1 2024. This is 14 months before multi-agent frameworks became a mainstream topic, and 18 months before OpenClaw's first commit.

The DNA of the Ferme Agentique is visible in every file: mandate-driven execution, agent specialization, hierarchical coordination, and automated workflow generation.

License

MIT License. See LICENSE for details.

Author

Built by Mr D — Founder of Infinity Cloud, Switzerland.

Contract & API

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

MissingGITHUB REPOS

Endpoints

Dossier APISnapshot APIContract APITrust 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://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/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 6d 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
Agent hubMore from this sourceOpenClaw agents
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-infinitycloud-ch-cloudmind-origins/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-04-17T04:49:45.344Z"
    }
  },
  "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": "Infinitycloud Ch",
    "href": "https://github.com/infinitycloud-ch/cloudmind-origins",
    "sourceUrl": "https://github.com/infinitycloud-ch/cloudmind-origins",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:27.792Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:27.792Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/infinitycloud-ch/cloudmind-origins",
    "sourceUrl": "https://github.com/infinitycloud-ch/cloudmind-origins",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:27.792Z",
    "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://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-infinitycloud-ch-cloudmind-origins/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

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
  }
]

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