Crawler Summary
Multi-agent AI research system for industrial standards using CrewAI and Gemini 2.5 Flash. --<img width="1024" height="1024" alt="image" src="https://github.com/user-attachments/assets/2bf54f32-21ab-48b1-a016-eab5c702b472" /> 🏛️ RIYADH_DOCTRINE_V1 — SYSTEM ARCHITECTURE OVERVIEW This visual represents the core structure of the Sovereign Intelligence System, anchored by the Riyadh Doctrine. Each layer is modular, intentional, and sovereign-aligned. 🔹 Reflex Layer 1–20 Real-time system reflexes. Handles imm Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/16/2026.
Freshness
Last checked 4/16/2026
Best For
my-ai-agents 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
Multi-agent AI research system for industrial standards using CrewAI and Gemini 2.5 Flash. --<img width="1024" height="1024" alt="image" src="https://github.com/user-attachments/assets/2bf54f32-21ab-48b1-a016-eab5c702b472" /> 🏛️ RIYADH_DOCTRINE_V1 — SYSTEM ARCHITECTURE OVERVIEW This visual represents the core structure of the Sovereign Intelligence System, anchored by the Riyadh Doctrine. Each layer is modular, intentional, and sovereign-aligned. 🔹 Reflex Layer 1–20 Real-time system reflexes. Handles imm
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 16, 2026
Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/16/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 16, 2026
Vendor
Ayub19123
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Unpublished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. 1 GitHub stars reported by the source. Last updated 4/16/2026.
Setup snapshot
git clone https://github.com/Ayub19123/my-ai-agents.gitSetup 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
Ayub19123
Protocol compatibility
OpenClaw
Adoption signal
1 GitHub stars
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 OPENCLEW
Editorial quality
ready
Multi-agent AI research system for industrial standards using CrewAI and Gemini 2.5 Flash. --<img width="1024" height="1024" alt="image" src="https://github.com/user-attachments/assets/2bf54f32-21ab-48b1-a016-eab5c702b472" /> 🏛️ RIYADH_DOCTRINE_V1 — SYSTEM ARCHITECTURE OVERVIEW This visual represents the core structure of the Sovereign Intelligence System, anchored by the Riyadh Doctrine. Each layer is modular, intentional, and sovereign-aligned. 🔹 Reflex Layer 1–20 Real-time system reflexes. Handles imm
--<img width="1024" height="1024" alt="image" src="https://github.com/user-attachments/assets/2bf54f32-21ab-48b1-a016-eab5c702b472" /> 🏛️ RIYADH_DOCTRINE_V1 — SYSTEM ARCHITECTURE OVERVIEW This visual represents the core structure of the Sovereign Intelligence System, anchored by the Riyadh Doctrine. Each layer is modular, intentional, and sovereign-aligned.
🔹 Reflex Layer 1–20 Real-time system reflexes. Handles immediate slope reactions, volatility checks, and posture enforcement.
🔹 SHL‑01 Stabilization Loop The Self-Healing engine. Detects drift, realigns narrative, and stabilizes posture without manual intervention.
🔹 Governor Layer 41–50 Deliberation and oversight. Human-system handshake logic, integrity audits, and narrative arbitration.
🔹 Cloud Governor (MEM / Stress Monitor) External telemetry module. Tracks operator strain and system stress, triggers graceful degradation protocols when thresholds are breached.
🔹 Data Flow • System Stress Telemetry — Monitors volatility, integrity, and operator fatigue • Stabilized Control Link — Ensures reflexes and healing loops remain synchronized with sovereign posture
🛡️ Sovereign Principle This architecture is not reactive. It is postural, self-healing, and operator-aligned. Every layer is built to reduce human strain, eliminate silent failures, and preserve narrative integrity. The purpose of this doctrine is not to replace human judgment, but to reduce the hidden strain that humans and traditional systems often carry. Complex environments generate micro‑errors, drift, and instability that are difficult to detect with the naked eye or through manual oversight. This architecture introduces layered reflexes, stabilization loops, and governance logic designed to support humans by catching subtle issues early, maintaining posture, and keeping systems aligned without constant intervention. By building slowly, intentionally, and with clear boundaries, the doctrine aims to create infrastructure that makes life easier for both people and the systems they rely
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://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/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.
Rank
70
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
Rank
70
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
Rank
70
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
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
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-ayub19123-my-ai-agents/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T02:43:32.119Z"
}
},
"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": "Ayub19123",
"category": "vendor",
"href": "https://github.com/Ayub19123/my-ai-agents",
"sourceUrl": "https://github.com/Ayub19123/my-ai-agents",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:45.391Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:45.391Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "traction",
"label": "Adoption signal",
"value": "1 GitHub stars",
"category": "adoption",
"href": "https://github.com/Ayub19123/my-ai-agents",
"sourceUrl": "https://github.com/Ayub19123/my-ai-agents",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T06:46:45.391Z",
"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-ayub19123-my-ai-agents/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-ayub19123-my-ai-agents/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": {}
}
]Sponsored
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