AI_DQM_SYSTEM
An AI-driven, multi-agent Data Quality Management (DQM) system using CrewAI, Groq, and Machine Learning to autonomously profile, validate, and cleanse datasets across 6 quality dimensions. AI-Driven Data Quality Management System A Python-based, multi-agent pipeline that leverages CrewAI, Groq LLMs, and Machine Learning to automatically profile, audit, and remediate enterprise datasets. Overview This system automates the traditionally manual process of Data Quality Management (DQM). By combining large language models (LLMs) with statistical machine learning algorithms, the pipeline assesses data across
Rank
18
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
- Stavyagourvendor · 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-stavyagour-ai-dqm-system/snapshot"
Documentation
GITHUB REPOS
2,851 characters of source documentation, loaded on request.
AionUi
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cherry-studio
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Stavyagour",
"href": "https://github.com/stavyagour/AI_DQM_SYSTEM",
"sourceUrl": "https://github.com/stavyagour/AI_DQM_SYSTEM",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T23:24:37.702Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-stavyagour-ai-dqm-system/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-stavyagour-ai-dqm-system/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T23:24:37.702Z",
"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-stavyagour-ai-dqm-system/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-stavyagour-ai-dqm-system/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.