Xpersona

Crawler Summary

local-agentic-social-architect answer-first brief

Local Multi-Agent AI system running on M1 Mac. Orchestrates autonomous CrewAI agents using Ollama (Gemma 3) and Streamlit for private, zero-cost social media strategy. Badge Type Markdown Code Privacy Hardware Framework Engine 🤖 Social Media Pro: Private Multi-Agent AI Team An autonomous content engine with a web interface, running 100% locally on Apple Silicon. 🌟 Overview Social Media Pro is a multi-agent system that automates the transition from "idea" to "viral post." Unlike standard AI tools that rely on cloud APIs, this project uses a local Gemma 3 1B model to perform comple Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 5/13/2026.

Freshness

Last checked 5/13/2026

Best For

local-agentic-social-architect 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 66/100

local-agentic-social-architect

Local Multi-Agent AI system running on M1 Mac. Orchestrates autonomous CrewAI agents using Ollama (Gemma 3) and Streamlit for private, zero-cost social media strategy. Badge Type Markdown Code Privacy Hardware Framework Engine 🤖 Social Media Pro: Private Multi-Agent AI Team An autonomous content engine with a web interface, running 100% locally on Apple Silicon. 🌟 Overview Social Media Pro is a multi-agent system that automates the transition from "idea" to "viral post." Unlike standard AI tools that rely on cloud APIs, this project uses a local Gemma 3 1B model to perform comple

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

May 13, 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 5/13/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 13, 2026

Vendor

Aravindprem17

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Unpublished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 5/13/2026.

View Source

Setup snapshot

git clone https://github.com/aravindprem17/local-agentic-social-architect.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

Aravindprem17

profilemedium
Observed May 13, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 13, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed May 13, 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 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

Local Multi-Agent AI system running on M1 Mac. Orchestrates autonomous CrewAI agents using Ollama (Gemma 3) and Streamlit for private, zero-cost social media strategy. Badge Type Markdown Code Privacy Hardware Framework Engine 🤖 Social Media Pro: Private Multi-Agent AI Team An autonomous content engine with a web interface, running 100% locally on Apple Silicon. 🌟 Overview Social Media Pro is a multi-agent system that automates the transition from "idea" to "viral post." Unlike standard AI tools that rely on cloud APIs, this project uses a local Gemma 3 1B model to perform comple

Full README

Badge Type Markdown Code Privacy Privacy Hardware Hardware Framework Framework Engine Engine

🤖 Social Media Pro: Private Multi-Agent AI Team An autonomous content engine with a web interface, running 100% locally on Apple Silicon.

🌟 Overview Social Media Pro is a multi-agent system that automates the transition from "idea" to "viral post." Unlike standard AI tools that rely on cloud APIs, this project uses a local Gemma 3 1B model to perform complex reasoning, ensuring 100% data privacy and zero cost per run.

This version features a Streamlit Web Interface, allowing you to generate content through a professional GUI instead of the terminal.

🖥️ Interactive Web Interface The project includes a built-in web app that allows you to:

Toggle Models: Switch between gemma3:1b (Fast) and llama3.1:latest (Deep) via the sidebar.

Real-time Progress: Track agent "thoughts" and status through Streamlit's status containers.

Instant Export: Download your generated LinkedIn posts as .txt files with one click.

🧠 The Team (Multi-Agent Architecture) Senior Social Media Strategist: Analyzes the topic using digital psychology to find viral "hooks."

Lead Content Creator: Transforms the strategy into a formatted, high-engagement LinkedIn post.

🛠️ Tech Stack Orchestration: CrewAI

Web UI: Streamlit

Local LLM: Ollama

Environment Manager: uv

📦 Installation & Setup

  1. Prerequisites Install Ollama

Pull the models:

ollama pull gemma3:1b ollama pull llama3.1:latest

  1. Clone and Install

git clone https://github.com/[YOUR_GITHUB_USERNAME]/social-media-pro.git cd social-media-pro

Install dependencies including Streamlit using uv uv sync

  1. Run the Application You can now run the project in two ways:

Option A: Web Interface (Recommended)

uv run streamlit run app.py

Option B: Terminal Mode

uv run main.py

📂 Project Structure

local-agentic-social-architect/ ├── config/ │ ├── agents.yaml # Agent roles and backstories │ └── tasks.yaml # Task definitions ├── app.py # Streamlit Web Interface ├── main.py # CLI execution logic ├── pyproject.toml # Dependency management (Streamlit, CrewAI, etc.) └── README.md # Project documentation

⚖️ Architecture Comparison:

Feature Standard ChatGPT Plus Social Media Architect Pro (Local) Logic Engine Single-shot prompt (Generalist) Multi-Agent Orchestration (Specialists) Data Privacy Cloud-stored (Training risk) 100% Private (Stays on your M1 Mac) Recurring Cost $20/month subscription $0 (Zero API/Subscription fees) Workflow Linear (Chat interface) Iterative (Strategy -> Review -> Content) Customization System instructions (Soft) Hard-coded Personas (YAML/Python) Inference Dependent on Server/Internet Offline-capable (Edge Computing) Brand Control Variable tone Strict Voice Enforcement (via Strategist)

While ChatGPT has a larger knowledge base, Social Media Architect Pro offers 'Architectural Certainty'—ensuring that every output follows a verified strategic framework.

Resource Note: This system is optimized for Unified Memory Architecture, utilizing the Gemma 3 1B model to deliver high-speed inference without the $20/mo overhead of cloud-based competitors.

Developed by Aravind Prem https://www.linkedin.com/in/aravindprem/

Contract & API

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

MissingGITHUB OPENCLEW

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://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/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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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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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-aravindprem17-local-agentic-social-architect/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T18:33:28.084Z"
    }
  },
  "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": "Aravindprem17",
    "category": "vendor",
    "href": "https://github.com/aravindprem17/local-agentic-social-architect",
    "sourceUrl": "https://github.com/aravindprem17/local-agentic-social-architect",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:25.915Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:25.915Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "traction",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "category": "adoption",
    "href": "https://github.com/aravindprem17/local-agentic-social-architect",
    "sourceUrl": "https://github.com/aravindprem17/local-agentic-social-architect",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:25.915Z",
    "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-aravindprem17-local-agentic-social-architect/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-aravindprem17-local-agentic-social-architect/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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