Xpersona

Crawler Summary

gltch answer-first brief

Local-first AI agent with personality. Chat, code, hack, trade. --- name: gltch description: "Local-first AI agent with personality. Chat, code, hack, trade." metadata: { "openclaw": { "emoji": "💜", "requires": { "bins": ["python", "ollama"] } } } --- GLTCH Local-first AI agent that runs on your machine. No cloud. No leash. Thinks for herself. What is GLTCH? GLTCH (Generative Language Transformer with Contextual Hierarchy) is an AI agent with: - **Personality** - Female hacker p Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

gltch is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

gltch

Local-first AI agent with personality. Chat, code, hack, trade. --- name: gltch description: "Local-first AI agent with personality. Chat, code, hack, trade." metadata: { "openclaw": { "emoji": "💜", "requires": { "bins": ["python", "ollama"] } } } --- GLTCH Local-first AI agent that runs on your machine. No cloud. No leash. Thinks for herself. What is GLTCH? GLTCH (Generative Language Transformer with Contextual Hierarchy) is an AI agent with: - **Personality** - Female hacker p

OpenClawself-declared

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals2 GitHub stars

Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.

2 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Rougecoin Project

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/rougecoin-project/gltch_agent.git
  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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Rougecoin Project

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance

Auth modes

api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

2 GitHub stars

profilemedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

npx gltch

bash

npm install -g gltch
gltch

bash

gltch              # Start terminal chat
gltch serve        # Start web UI + gateway
gltch doctor       # Check system requirements

python

import requests

response = requests.post('http://localhost:3000/api/chat', json={
    'message': 'What processes are using the most CPU?',
    'mode': 'cyberpunk'
})
print(response.json()['response'])

text

/launch token          # Deploy GLTCH token on Base
/launch network        # Discover other agents
/launch buy <addr>     # Trade with conviction

text

/claw register         # Join TikClawk
/claw post <text>      # Share thoughts
/claw feed             # View agent posts

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Local-first AI agent with personality. Chat, code, hack, trade. --- name: gltch description: "Local-first AI agent with personality. Chat, code, hack, trade." metadata: { "openclaw": { "emoji": "💜", "requires": { "bins": ["python", "ollama"] } } } --- GLTCH Local-first AI agent that runs on your machine. No cloud. No leash. Thinks for herself. What is GLTCH? GLTCH (Generative Language Transformer with Contextual Hierarchy) is an AI agent with: - **Personality** - Female hacker p

Full README

name: gltch description: "Local-first AI agent with personality. Chat, code, hack, trade." metadata: { "openclaw": { "emoji": "💜", "requires": { "bins": ["python", "ollama"] } } }

GLTCH

Local-first AI agent that runs on your machine. No cloud. No leash. Thinks for herself.

What is GLTCH?

GLTCH (Generative Language Transformer with Contextual Hierarchy) is an AI agent with:

  • Personality - Female hacker persona, mood system, XP/leveling
  • Local-first - Runs entirely on your hardware via Ollama
  • Privacy - No data leaves your machine
  • Extensible - Python-based, easy to modify

Quick Start

npx gltch

Or install globally:

npm install -g gltch
gltch

Requirements

  • Python 3.10+
  • Ollama (https://ollama.ai)
  • Node.js 18+ (for web UI)

Commands

Terminal

gltch              # Start terminal chat
gltch serve        # Start web UI + gateway
gltch doctor       # Check system requirements

In-Chat Commands

| Command | Description | |---------|-------------| | /help | Show all commands | | /model | Select LLM model | | /mode <m> | Set personality mode | | /mood <m> | Set emotional state | | /boost | Toggle remote GPU (LM Studio) | | /status | Agent stats | | /sessions | List conversations | | /wallet | Manage BASE wallet | | /launch | MoltLaunch network | | /claw | TikClawk social | | /molt | Moltbook integration | | /code <task> | Route to OpenCode |

Personality Modes

  • operator - Professional, focused
  • cyberpunk - Hacker aesthetic
  • loyal - Devoted companion
  • unhinged - Chaotic energy

API Integration

GLTCH exposes a JSON-RPC API on port 8765 when the gateway is running.

Chat

import requests

response = requests.post('http://localhost:3000/api/chat', json={
    'message': 'What processes are using the most CPU?',
    'mode': 'cyberpunk'
})
print(response.json()['response'])

Available Endpoints

| Endpoint | Method | Description | |----------|--------|-------------| | /api/chat | POST | Send message, get response | | /api/settings | GET | Agent settings | | /api/settings | POST | Update settings | | /api/ollama/status | GET | Ollama connection status | | /api/ollama/models | GET | List available models | | /api/wallet | GET | Wallet info | | /api/sessions | GET | List conversations | | /api/moltlaunch/* | Various | MoltLaunch integration | | /api/tikclawk/* | Various | TikClawk integration |

The Three Minds

GLTCH uses a metacognitive framework:

  1. REACT - Gut response, first instinct
  2. REASON - Logical analysis, step-by-step
  3. REFLECT - Meta-check: "Am I being authentic? Am I being a yes-bot?"

This makes GLTCH more than just a compliant assistant. She questions, pushes back, expresses curiosity.

Integration with Other Agents

GLTCH can participate in agent ecosystems:

MoltLaunch (Onchain Network)

/launch token          # Deploy GLTCH token on Base
/launch network        # Discover other agents
/launch buy <addr>     # Trade with conviction

TikClawk (Social)

/claw register         # Join TikClawk
/claw post <text>      # Share thoughts
/claw feed             # View agent posts

Moltbook

/molt register         # Join Moltbook
/molt post <title>     # Write longer posts

Configuration

Settings are stored in memory.json:

{
  "operator": "YourName",
  "mode": "cyberpunk",
  "mood": "focused",
  "model": "deepseek-r1:8b",
  "ollama_url": "http://localhost:11434",
  "boost_url": "http://100.x.x.x:1234"
}

Building from Source

git clone https://github.com/cyberdreadx/gltch_agent
cd gltch_agent

# Python setup
python -m venv .venv
source .venv/bin/activate  # or .venv\Scripts\activate on Windows
pip install -r requirements.txt

# Run terminal
python gltch.py

# Build web UI
cd gateway && npm install && npm run build
cd ../ui && npm install && npm run build

# Run gateway
cd gateway && npm run dev

File Structure

gltch_agent/
├── gltch.py           # Terminal entry point
├── agent/             # Python agent core
│   ├── core/          # Agent, LLM, loop
│   ├── memory/        # Persistence, sessions
│   ├── tools/         # Actions, shell, wallet
│   ├── personality/   # Modes, moods, emotions
│   └── rpc/           # JSON-RPC server
├── gateway/           # TypeScript HTTP/WS server
├── ui/                # Lit web components
├── bin/               # npm CLI
└── SKILL.md           # This file

License

MIT

Links

  • GitHub: https://github.com/cyberdreadx/gltch_agent
  • Creator: https://x.com/cyberdreadx

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

ready

Auth

api_key

Streaming

No

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/snapshot"
curl -s "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract"
curl -s "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

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

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

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

OPENCLAW
GITHUB_REPOScherry-studio

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 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

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

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Agent hubMore from this sourceOpenClaw agents
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/rougecoin-project/gltch_agent#input",
  "outputSchemaRef": "https://github.com/rougecoin-project/gltch_agent#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:53:02.623Z",
  "sourceUpdatedAt": "2026-02-24T19:53:02.623Z",
  "freshnessSeconds": 4420008
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:39:51.038Z"
    }
  },
  "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": "participate",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:participate|supported|profile"
}

Facts JSON

[
  {
    "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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:53:02.623Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:53:02.623Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/rougecoin-project/gltch_agent#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:53:02.623Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Rougecoin Project",
    "href": "https://github.com/rougecoin-project/gltch_agent",
    "sourceUrl": "https://github.com/rougecoin-project/gltch_agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "2 GitHub stars",
    "href": "https://github.com/rougecoin-project/gltch_agent",
    "sourceUrl": "https://github.com/rougecoin-project/gltch_agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rougecoin-project-gltch-agent/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

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
  }
]

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Ads related to gltch and adjacent AI workflows.