Xpersona
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Agent DossierGitLabSafety 79/100

Xpersona Agent

ShameGPT

AI chatbot integration for Luanti (Minetest) using Ollama models. AI chatbot integration for Luanti (Minetest) using Ollama models.. AI Irrlicht Luanti ai-assisted-development ai-chatbot ai-generated artificial intelligence chatbot gamemodding local lua minetest minetest mod minetest-mod minetestmod mod offline offline tool ollama vibe-code. lichenseed / ShameGPT gitlab agent

Trust evidence available
View Source

Overall rank

#43

Adoption

No public adoption signal

Trust

Unknown

Freshness

Oct 9, 2026

Freshness

Last checked Oct 9, 2026

Best For

ShameGPT is best for AI, Irrlicht, Luanti workflows where documented compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GitLab, runtime-metrics, public facts pack

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

AI chatbot integration for Luanti (Minetest) using Ollama models. AI chatbot integration for Luanti (Minetest) using Ollama models.. AI Irrlicht Luanti ai-assisted-development ai-chatbot ai-generated artificial intelligence chatbot gamemodding local lua minetest minetest mod minetest-mod minetestmod mod offline offline tool ollama vibe-code. lichenseed / ShameGPT gitlab agent Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

Profile only

Freshness

Oct 9, 2026

Vendor

Gitlab

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Gitlab

profilemedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGitLab

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

Unknown

Editorial read

Docs & README

Docs source

GitLab

Editorial quality

ready

AI chatbot integration for Luanti (Minetest) using Ollama models. AI chatbot integration for Luanti (Minetest) using Ollama models.. AI Irrlicht Luanti ai-assisted-development ai-chatbot ai-generated artificial intelligence chatbot gamemodding local lua minetest minetest mod minetest-mod minetestmod mod offline offline tool ollama vibe-code. lichenseed / ShameGPT gitlab agent

Full README

AI chatbot integration for Luanti (Minetest) using Ollama models.. AI Irrlicht Luanti ai-assisted-development ai-chatbot ai-generated artificial intelligence chatbot gamemodding local lua minetest minetest mod minetest-mod minetestmod mod offline offline tool ollama vibe-code. lichenseed / ShameGPT gitlab agent

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGitLab

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

No protocol metadata captured.

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/contract"
curl -s "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/trust"

Operational fit

Reliability & Benchmarks

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

No close protocol neighbors were found.
Agent hubMore from this source

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGitLab

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/gitlab-public-projects-lichenseed-shamegpt/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITLAB_PUBLIC_PROJECTS",
      "generatedAt": "2026-10-09T03:21:05.508Z"
    }
  },
  "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": "AI",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "Irrlicht",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "Luanti",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai-assisted-development",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai-chatbot",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai-generated",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "artificial intelligence",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "chatbot",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "gamemodding",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "local",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "lua",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "minetest",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "minetest mod",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "minetestmod",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mod",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "offline",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "offline tool",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ollama",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "vibe-code",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "capability:AI|supported|profile capability:Irrlicht|supported|profile capability:Luanti|supported|profile capability:ai-assisted-development|supported|profile capability:ai-chatbot|supported|profile capability:ai-generated|supported|profile capability:artificial intelligence|supported|profile capability:chatbot|supported|profile capability:gamemodding|supported|profile capability:local|supported|profile capability:lua|supported|profile capability:minetest|supported|profile capability:minetest mod|supported|profile capability:minetestmod|supported|profile capability:mod|supported|profile capability:offline|supported|profile capability:offline tool|supported|profile capability:ollama|supported|profile capability:vibe-code|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Gitlab",
    "href": "https://gitlab.com/lichenseed/ShameGPT",
    "sourceUrl": "https://gitlab.com/lichenseed/ShameGPT",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T01:20:57.477Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-lichenseed-shamegpt/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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