How should ReqArchitect 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

ReqArchitect answer-first brief

NextGent is a full-stack, agentic requirements engineering system that automates requirement elicitation, validation, and specification generation using LLMs. It uses a React frontend and a FastAPI backend with CrewAI and LiteLLM for structured AI orchestration. NextGent - AI-Powered Requirements Architect NextGent is a sophisticated full-stack application designed to automate and enhance requirements engineering using advanced AI agents. It leverages a modern web stack combined with powerful LLM interactions to analyze, validate, and generate system requirements. 🚀 Technology Stack Frontend (/client) Built with modern web technologies for a responsive and premium user expe Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

Freshness

Last checked 4/16/2026

Best For

ReqArchitect 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

ReqArchitect

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Apr 16, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 16, 2026

Vendor

Varshinineralla

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Unpublished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 4/16/2026.

View Source

Setup snapshot

git clone https://github.com/VarshiniNeralla/ReqArchitect.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

Varshinineralla

profilemedium

Observed Apr 16, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 16, 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

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

Examples

Snippets

Languages

python

Executable Examples

text

NextGentMain/
├── client/                 # Frontend React Application
│   ├── src/
│   │   ├── components/     # UI components & Page logic
│   │   ├── UI/             # Reusable UI primitives
│   │   └── assets/         # Branding and SVGs
│   └── package.json
│
└── NextGentService/        # Backend Python Service
    ├── app/
    │   ├── agents/         # LLM Agent definitions (BA, Validator, Developer)
    │   ├── api/            # API routing logic
    │   ├── services/       # Core business logic & output builders
    │   └── utils/          # PDF and text helpers
    ├── requirements.txt    # Optimized dependency list
    └── main.py             # Entry point

powershell

cd NextGentService

# Setup environment and install dependencies
python -m venv venv
.\venv\Scripts\activate
pip install -r requirements.txt

# Configure your environment
# Create a .env file with your GROQ_API_KEY
echo "GROQ_API_KEY=your_key_here" > .env

# Run the Server
python run.py

powershell

cd client
npm install
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

NextGent - AI-Powered Requirements Architect

NextGent is a sophisticated full-stack application designed to automate and enhance requirements engineering using advanced AI agents. It leverages a modern web stack combined with powerful LLM interactions to analyze, validate, and generate system requirements.

🚀 Technology Stack

Frontend (`/client`)

Built with modern web technologies for a responsive and premium user experience:

Framework: React v19 + Vite
Styling: Tailwind CSS v4 (Modern Dark Mode UI)
Animations: Framer Motion for smooth micro-interactions
Routing: React Router
Icons: Lucide React

Backend (`/NextGentService`)

A robust Python-based API service powering the AI logic:

API Framework: FastAPI
AI Agents: CrewAI orchestrating specialized agents
LLM Integration: LiteLLM with Groq (Llama 3.3 70B)
Document Services: fpdf2 for professional PDF report generation
State Management: JSON-based session store with UTC tracking

✨ Core Features

1. Agentic Requirements Engineering

Phase 1: Questioning: Interactive AI agent clarifies the software idea one focused question at a time.
Phase 2: Validation: AI Validator detects ambiguities, missing information, and provides clarity scores.
Phase 3: Development Output: Generates detailed Technical Specifications, assumptions, and risk assessments.

2. Modern Profile Workspace

Grid Layout: Responsive dark-themed cards for all your architectural projects.
Real-time Renaming: Inline project title editing directly from the workspace.
Smart Sorting: Filter projects by Newest First, Oldest First, or Status.
Status Indicators: Visual color-coded tracking (Questioning, Validating, Developing, Finalized, In Progress).

3. Project Lifecycle Management

Lifecycle Control: Flexible "Exit", "Pause", or "Finish" options to manage project state.
Export Options:
- PDF Generation: High-quality PDF report generation for Stakeholders and Developers.
- Smart Copy: Instant text-formatting export to clipboard with visual feedback.

📂 Project Structure

NextGentMain/
├── client/                 # Frontend React Application
│   ├── src/
│   │   ├── components/     # UI components & Page logic
│   │   ├── UI/             # Reusable UI primitives
│   │   └── assets/         # Branding and SVGs
│   └── package.json
│
└── NextGentService/        # Backend Python Service
    ├── app/
    │   ├── agents/         # LLM Agent definitions (BA, Validator, Developer)
    │   ├── api/            # API routing logic
    │   ├── services/       # Core business logic & output builders
    │   └── utils/          # PDF and text helpers
    ├── requirements.txt    # Optimized dependency list
    └── main.py             # Entry point

🛠️ Setup & Installation

1. Backend Setup

Navigate to the service directory and set up the Python environment.

cd NextGentService

# Setup environment and install dependencies
python -m venv venv
.\venv\Scripts\activate
pip install -r requirements.txt

# Configure your environment
# Create a .env file with your GROQ_API_KEY
echo "GROQ_API_KEY=your_key_here" > .env

# Run the Server
python run.py

2. Frontend Setup

cd client
npm install
npm run dev

The app will be available at http://localhost:5173.

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://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/snapshot"

curl -s "https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/contract"

curl -s "https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/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

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

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

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

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d 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://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T02:14:53.920Z"
    }
  },
  "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": "Varshinineralla",
    "category": "vendor",
    "href": "https://github.com/VarshiniNeralla/ReqArchitect",
    "sourceUrl": "https://github.com/VarshiniNeralla/ReqArchitect",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-16T06:46:42.183Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-16T06:46:42.183Z",
    "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://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-varshinineralla-reqarchitect/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": {}
  }
]

ReqArchitect answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

NextGent - AI-Powered Requirements Architect

🚀 Technology Stack

Frontend (/client)

Backend (/NextGentService)

✨ Core Features

1. Agentic Requirements Engineering

2. Modern Profile Workspace

3. Project Lifecycle Management

📂 Project Structure

🛠️ Setup & Installation

1. Backend Setup

2. Frontend Setup

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

Frontend (`/client`)

Backend (`/NextGentService`)