decidealot
Make the call. Run local Laya, Von, CLM or hosted Jev for typed classification and scoring through one HTTP and MCP API, with resource-aware batches. Make the call. Run local Laya, Von, CLM or hosted Jev for typed classification and scoring through one HTTP and MCP API, with resource-aware batches.. MCP-server batch-inference classification clm cuda decision-making decision-models docker embeddings jev laya local-ai mcp python pytorch qwen3 scoring self-hosted typesafe von. Ciprian Mandache / decidealot gitlab agent
Rank
58
Safety
79
Updated
Oct 9, 2026
Source
GitLab
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.
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/gitlab-public-projects-psyb0t-decidealot/snapshot"
Documentation
GitLab
371 characters of source documentation, loaded on request.
Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
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Primary Source Commodities
Primary-source commodities data for AI agents — EIA, FRED, CFTC, USDA, USGS via x402 on Base.
Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Gitlab",
"href": "https://gitlab.com/psyb0t/decidealot",
"sourceUrl": "https://gitlab.com/psyb0t/decidealot",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T01:20:59.391Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-psyb0t-decidealot/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-psyb0t-decidealot/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T01:20:59.391Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-psyb0t-decidealot/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-psyb0t-decidealot/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.