How should AgentHub be evaluated before use?

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

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.

Crawler Summary

AgentHub answer-first brief

A cloud IDE powered by a hierarchical multi-agent framework (CrewAI) with Human-in-the-Loop control to automate complex software engineering tasks end-to-end. AgentHub Studio A fully capable, Human-in-the-Loop Cloud IDE powered by a hierarchical multi-agent framework (CrewAI) to automate and manage complex software engineering tasks. Tech Stack Features - **Hierarchical Agent Teams**: Choose which AI specialists (Tech Lead, QA, Frontend, Backend, Librarian) to assign to your projects. - **Glassmorphic IDE UI**: A hyper-modern, real-time code editor and terminal interface b Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Freshness

Last checked 5/31/2026

Best For

AgentHub 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 66/100

AgentHub

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

May 31, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Saketrama V

Artifacts

Benchmarks

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Unpublished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 5/31/2026.

View Source

Setup snapshot

git clone https://github.com/saketrama-v/AgentHub.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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Saketrama V

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

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 OPENCLEW

Extracted files

Examples

Snippets

Languages

python

Executable Examples

mermaid

graph TD
    A[Human User] -->|Prompt/Feedback| B[React UI]
    B -->|WebSocket Streaming| C[FastAPI Server]
    
    C --> D{Agentic Engine}
    D --> |Delegation| E[Product Manager]
    E --> F[Tech Lead]
    E --> G[Frontend Engineer]
    E --> H[Backend Engineer]
    E --> I[QA / Security]
    
    F -.-> J[Task Output]
    G -.-> J
    H -.-> J
    
    J --> K[Workspace Sandbox]
    K -->|Syncs File Tree| B
    
    style D fill:#ff6666,stroke:#333,stroke-width:2px,color:white
    style K fill:#00cc66,stroke:#333,stroke-width:2px,color:white

bash

cd backend
python -m venv .venv

# Windows activation
.\.venv\Scripts\activate
# Mac/Linux activation
source .venv/bin/activate

pip install -r requirements.txt

env

GEMINI_API_KEY=your_key_here

bash

cd frontend
npm install

bash

cd backend
uvicorn server:app --reload --port 8000

bash

cd frontend
npm run dev

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

AgentHub Studio

A fully capable, Human-in-the-Loop Cloud IDE powered by a hierarchical multi-agent framework (CrewAI) to automate and manage complex software engineering tasks.

Tech Stack

Features

Hierarchical Agent Teams: Choose which AI specialists (Tech Lead, QA, Frontend, Backend, Librarian) to assign to your projects.
Glassmorphic IDE UI: A hyper-modern, real-time code editor and terminal interface bundled into the browser.
Human-in-the-Loop (HITL): Agents will physically pause their execution to ask for human feedback, passwords, or clarification before proceeding.
Live WebSocket streaming: See exactly what the AI engineers are thinking and building in real-time.
Isolated Workspaces: Every project runs in a dedicated workspace, persisting files across sessions.

Architecture

The system employs a Client-Server separation with an event-driven AI engine:

graph TD
    A[Human User] -->|Prompt/Feedback| B[React UI]
    B -->|WebSocket Streaming| C[FastAPI Server]
    
    C --> D{Agentic Engine}
    D --> |Delegation| E[Product Manager]
    E --> F[Tech Lead]
    E --> G[Frontend Engineer]
    E --> H[Backend Engineer]
    E --> I[QA / Security]
    
    F -.-> J[Task Output]
    G -.-> J
    H -.-> J
    
    J --> K[Workspace Sandbox]
    K -->|Syncs File Tree| B
    
    style D fill:#ff6666,stroke:#333,stroke-width:2px,color:white
    style K fill:#00cc66,stroke:#333,stroke-width:2px,color:white

Project Structure

frontend/: Vite + React web application (The IDE).
backend/: FastAPI (The Orchestrator) & CrewAI (The Brain).
backend/workspaces/: Generative Sandbox where all code outputs are safely stored.

Prerequisites

Python 3.11+
Node.js 18+
Google Gemini API Key

Local Setup

1. Backend Setup

cd backend
python -m venv .venv

# Windows activation
.\.venv\Scripts\activate
# Mac/Linux activation
source .venv/bin/activate

pip install -r requirements.txt

Create a .env in the backend/ directory:

GEMINI_API_KEY=your_key_here

2. Frontend Setup

cd frontend
npm install

3. Run Locally

Terminal 1 (Backend):

cd backend
uvicorn server:app --reload --port 8000

Terminal 2 (Frontend):

cd frontend
npm run dev

Cloud Deployment (Vercel & Render)

This project is pre-configured as a Monorepo for zero-downtime CI/CD:

Connect Render to the repository. It will automatically detect render.yaml and deploy the Python API. Add GEMINI_API_KEY to your environment settings.
Connect Vercel to the repository. Set the Root Directory to frontend.
Add VITE_API_URL and VITE_WS_URL in Vercel pointing to your Render backend.

Future Scope

Here is how AgentHub can evolve going forward:

[ ] Docker Sandboxes: Execute generated Python/Node code dynamically via "Code Executor" agents inside secure Docker containers.
[ ] Web Search Tools: Attach DuckDuckGo capabilities to the Librarian agent for up-to-date documentation scraping.
[ ] GitHub Integration: A DevOps agent capable of initializing Git repos in the workspace and directly pushing finished products to GitHub.
[ ] File Modifier Tool: Transitioning from full-file overwrites to multi-replace diffing for large-scale application debugging.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contract & API

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

MissingGITHUB OPENCLEW

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-saketrama-v-agenthub/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/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_OPENCLEW@x1pay/langchain

Rank

LangChain/LangGraph tools for AI agent x402 payments on X1

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-swarm

Rank

An implementation of a multi-agent swarm using LangGraph

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-supervisor

Rank

LangGraph Multi-Agent Supervisor

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEWoceanbus-langchain

Rank

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

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-saketrama-v-agenthub/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-08T22:21:12.528Z"
    }
  },
  "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": "Saketrama V",
    "category": "vendor",
    "href": "https://github.com/saketrama-v/AgentHub",
    "sourceUrl": "https://github.com/saketrama-v/AgentHub",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:36.464Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:36.464Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-saketrama-v-agenthub/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]