Crawler Summary

ai-local-problem-solver answer-first brief

DecisionOS - An Agentic AI Decision & Negotiation Engine built with Streamlit, Python, Groq & CrewAI. Features 5 AI agents for supplier evaluation, cost/risk/quality scoring & what-if simulation to solve local business problems. | Pak Angels Final Hackathon 2026. *FILE NAME: README.md* ๐ŸŽ“ AI Local Problem Solver - Smart Education Assistant for Pakistan An AI-powered solution to solve local educational problems for Pakistani students. **๐Ÿ”— Live Repository:** https://github.com/arif03362290021-cloud/ai-local-problem-solver **๐Ÿ”— Live Demo:** https://ai-local-problem-solver-six.vercel.app/ ๐Ÿ“– About The Project In Pakistan, especially in remote areas, students face lack of quality Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

ai-local-problem-solver 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

Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

ai-local-problem-solver

DecisionOS - An Agentic AI Decision & Negotiation Engine built with Streamlit, Python, Groq & CrewAI. Features 5 AI agents for supplier evaluation, cost/risk/quality scoring & what-if simulation to solve local business problems. | Pak Angels Final Hackathon 2026. *FILE NAME: README.md* ๐ŸŽ“ AI Local Problem Solver - Smart Education Assistant for Pakistan An AI-powered solution to solve local educational problems for Pakistani students. **๐Ÿ”— Live Repository:** https://github.com/arif03362290021-cloud/ai-local-problem-solver **๐Ÿ”— Live Demo:** https://ai-local-problem-solver-six.vercel.app/ ๐Ÿ“– About The Project In Pakistan, especially in remote areas, students face lack of quality

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Arif03362290021 Cloud

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Unpublished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. Last updated 10/9/2026.

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

Arif03362290021 Cloud

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 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

Artifacts Archive

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

Self-declaredGITHUB REPOS

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 REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

DecisionOS - An Agentic AI Decision & Negotiation Engine built with Streamlit, Python, Groq & CrewAI. Features 5 AI agents for supplier evaluation, cost/risk/quality scoring & what-if simulation to solve local business problems. | Pak Angels Final Hackathon 2026. *FILE NAME: README.md* ๐ŸŽ“ AI Local Problem Solver - Smart Education Assistant for Pakistan An AI-powered solution to solve local educational problems for Pakistani students. **๐Ÿ”— Live Repository:** https://github.com/arif03362290021-cloud/ai-local-problem-solver **๐Ÿ”— Live Demo:** https://ai-local-problem-solver-six.vercel.app/ ๐Ÿ“– About The Project In Pakistan, especially in remote areas, students face lack of quality

Full README

FILE NAME: README.md

๐ŸŽ“ AI Local Problem Solver - Smart Education Assistant for Pakistan

An AI-powered solution to solve local educational problems for Pakistani students.

GitHub Repo Status Author

๐Ÿ”— Live Repository: https://github.com/arif03362290021-cloud/ai-local-problem-solver

๐Ÿ”— Live Demo: https://ai-local-problem-solver-six.vercel.app/

๐Ÿ“– About The Project

In Pakistan, especially in remote areas, students face lack of quality teachers, expensive academies, language barriers, and no personal guidance. This project is an AI-based local problem solver focused on education that provides 24/7 affordable tutoring in simple Urdu, Roman Urdu, and English.

This is my Final Hackathon Project.

๐ŸŽฏ Problem Statement

  • No access to quality teachers in villages / small cities
  • Most AI tools are in difficult English
  • Expensive tuition and academies
  • No career guidance according to local market

๐Ÿ’ก Solution We Provide

  • 24/7 AI Tutor - Ask any educational question
  • Explains in Urdu, Roman Urdu & English
  • Notes Generator, Summaries, and Exam Prep
  • MCQs, Past Papers & Quiz Practice
  • Career & Skill Guidance for Pakistani students

โœจ Key Features

  • ๐Ÿ—ฃ๏ธ Multilingual Support (Urdu / Roman Urdu / English)
  • ๐Ÿ“š Covers Matric to BS Level Subjects
  • ๐Ÿ“ Smart Notes & Summary Generator
  • โ“ Test Preparation System
  • ๐Ÿ’ผ Career Counseling
  • ๐Ÿ“ฑ Fast & Responsive UI

๐Ÿ› ๏ธ Tech Stack

Frontend: React, TypeScript, Vite, Tailwind CSS, HTML5 Backend: Node.js, Express.js (server.ts) AI: OpenAI API / LLM Integration Tools: Git, GitHub, VS Code

๐Ÿ“ Project Structure

ai-local-problem-solver/ โ”œโ”€โ”€ src/ -> Frontend Source Code โ”œโ”€โ”€ http://server.ts -> Backend Server โ”œโ”€โ”€ http://package.json -> Dependencies โ”œโ”€โ”€ http://vite.config.ts -> Vite Config โ””โ”€โ”€ http://index.html -> Main Entry

โš™๏ธ How To Run Locally

# 1. Clone
git clone https://github.com/arif03362290021-cloud/ai-local-problem-solver.git
cd ai-local-problem-solver

# 2. Install
npm install

# 3. Env Setup
cp .env.example .env
# Add your API key in .env

# 4. Run
npm run dev
## ๐Ÿ”ฎ Future Scope
- Voice Assistant in Urdu
- Offline Mode for Remote Areas
- Android Mobile App
- Punjab/KPK Board Books Integration

## ๐Ÿ‘จโ€๐Ÿ’ป About Me
*Name:* Syed Arif Shah
*Qualification:* Currently enrolled in BS Computer Science (3rd Semester)
*Project:* Final Hackathon - AI Local Problem Solver
*Passion:* I am a passionate developer who wants to use technology to solve real local problems of Pakistan and make quality education accessible for everyone.

*GitHub:* https://github.com/arif03362290021-cloud

## โญ Show Your Support
If you like my project, please give a Star on GitHub!

---
Made with โค๏ธ by Syed Arif Shah for Final Hackathon

Contract & API

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

MissingGITHUB REPOS

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-arif03362290021-cloud-ai-local-problem-solver/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/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 ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation โ€ข (~400 MCP servers for AI agents) โ€ข AI Automation / AI Agent with MCPs โ€ข AI Workflows & AI Agents โ€ข MCPs for AI Agents

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | ๐ŸŒŸ Star if you like it!

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

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-arif03362290021-cloud-ai-local-problem-solver/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T17:48:54.246Z"
    }
  },
  "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": "Arif03362290021 Cloud",
    "href": "https://github.com/arif03362290021-cloud/ai-local-problem-solver",
    "sourceUrl": "https://github.com/arif03362290021-cloud/ai-local-problem-solver",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T11:47:36.434Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T11:47:36.434Z",
    "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://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-arif03362290021-cloud-ai-local-problem-solver/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท 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
  }
]

Sponsored

Ads related to ai-local-problem-solver and adjacent AI workflows.