activepieces
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Crawler Summary
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* ๐ AI Local Problem Solver - Smart Education Assistant for Pakistan An AI-powered solution to solve local educational problems for Pakistani students. **๐ Live Repository:** https://github.com/arif03362290021-cloud/ai-local-problem-solver **๐ Live Demo:** https://ai-local-problem-solver-six.vercel.app/ ๐ 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
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* ๐ AI Local Problem Solver - Smart Education Assistant for Pakistan An AI-powered solution to solve local educational problems for Pakistani students. **๐ Live Repository:** https://github.com/arif03362290021-cloud/ai-local-problem-solver **๐ Live Demo:** https://ai-local-problem-solver-six.vercel.app/ ๐ About The Project In Pakistan, especially in remote areas, students face lack of quality
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Arif03362290021 Cloud
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Arif03362290021 Cloud
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
0
Snippets
0
Languages
python
Full documentation captured from public sources, including the complete README when available.
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* ๐ AI Local Problem Solver - Smart Education Assistant for Pakistan An AI-powered solution to solve local educational problems for Pakistani students. **๐ Live Repository:** https://github.com/arif03362290021-cloud/ai-local-problem-solver **๐ Live Demo:** https://ai-local-problem-solver-six.vercel.app/ ๐ About The Project In Pakistan, especially in remote areas, students face lack of quality
FILE NAME: README.md
An AI-powered solution to solve local educational problems for Pakistani students.
๐ Live Repository: https://github.com/arif03362290021-cloud/ai-local-problem-solver
๐ Live Demo: https://ai-local-problem-solver-six.vercel.app/
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.
Frontend: React, TypeScript, Vite, Tailwind CSS, HTML5 Backend: Node.js, Express.js (server.ts) AI: OpenAI API / LLM Integration Tools: Git, GitHub, VS Code
ai-local-problem-solver/ โโโ src/ -> Frontend Source Code โโโ http://server.ts -> Backend Server โโโ http://package.json -> Dependencies โโโ http://vite.config.ts -> Vite Config โโโ http://index.html -> Main Entry
# 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
## ๐ฎ Future Scope
- Voice Assistant in Urdu
- Offline Mode for Remote Areas
- Android Mobile App
- Punjab/KPK Board Books Integration
## ๐จโ๐ป 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 โค๏ธ by Syed Arif Shah for Final Hackathon
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
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"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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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
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