AI_Project_Analayser
An autonomous Multi-Agent AI system powered by CrewAI & FastAPI to evaluate startup ideas, assess feasibility, and match them with Saudi incubators and ecosystems. AI_Agent A crewAI project using JSON-first configuration. Running Project Structure - agents/ - Agent definitions (JSONC) - crew.jsonc - Crew definition with tasks and configuration - tools/ - Custom tools (Python) - knowledge/ - Knowledge files for agents **Note:** custom:<name> tool references execute tools/<name>.py as local Python code when the crew loads. Only run crew projects from sources you trust.
Rank
29
Safety
66
Updated
Oct 9, 2026
Source
GITHUB REPOS
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Layan Bjnvendor · observed Oct 9, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 9, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
- 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.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/crewai-layan-bjn-ai-project-analayser/snapshot"
Documentation
GITHUB REPOS
485 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Layan Bjn",
"href": "https://github.com/Layan-bjn/AI_Project_Analayser",
"sourceUrl": "https://github.com/Layan-bjn/AI_Project_Analayser",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T12:50:38.016Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-layan-bjn-ai-project-analayser/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-layan-bjn-ai-project-analayser/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T12:50:38.016Z",
"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-layan-bjn-ai-project-analayser/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-layan-bjn-ai-project-analayser/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": [
{
"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
}
]
}Record generated Oct 10, 2026.