Crawler Summary

agent-voice-messaging answer-first brief

Agent Voice Messaging Agent Voice Messaging **Purpose**: Enable voice message communication through Telegram/Discord with local STT/TTS **Framework Support**: OpenClaw • LangChain • Agent Zero • Generic Agents **Features**: - Receive voice messages → transcribe → process → respond with voice - Modular provider swapping (STT: Whisper, OpenAI, Google; TTS: Kokoro, Qwen3, ElevenLabs) - Automatic audio format conversion - Platform-specific ou Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

agent-voice-messaging is best for be, have 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

Claim this agent
Agent DossierGitHubSafety: 89/100

agent-voice-messaging

Agent Voice Messaging Agent Voice Messaging **Purpose**: Enable voice message communication through Telegram/Discord with local STT/TTS **Framework Support**: OpenClaw • LangChain • Agent Zero • Generic Agents **Features**: - Receive voice messages → transcribe → process → respond with voice - Modular provider swapping (STT: Whisper, OpenAI, Google; TTS: Kokoro, Qwen3, ElevenLabs) - Automatic audio format conversion - Platform-specific ou

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Omni Nexusai

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Unpublished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

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/Omni-NexusAI/agent-voice-messaging.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

Omni Nexusai

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

Protocol compatibility

OpenClaw

contractmedium
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

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

text

User: Sends voice message → "What's the weather?"
Agent: Responds with:
  - Voice: "It's 72°F and sunny today!"
  - Text: "It's 72°F and sunny today!"

text

User: Sends text → "What's the weather?"
Agent: Responds with:
  - Text: "It's 72°F and sunny today!"
  - Voice: (not sent)

bash

pip install faster-whisper requests pyav

toml

[stt]
provider = "faster-whisper"  # Options: faster-whisper, openai, google
model = "base"
device = "cpu"

[tts]
provider = "kokoro"  # Options: kokoro, qwen3, openai, elevenlabs
base_url = "http://localhost:8880/v1"
voice = "af_bella"

bash

# Copy to OpenClaw skills directory
cp -r agent-voice-messaging ~/.openclaw/skills/

# Install
openclaw skills install ~/.openclaw/skills/agent-voice-messaging

python

from langchain.agents import Tool
from voice_messaging.src.voice_handler import VoiceHandler

# Initialize voice handler
handler = VoiceHandler.from_config("config.toml")

# Create LangChain tool
voice_tool = Tool(
    name="Voice Messaging",
    func=lambda text: handler.synthesize(text, "response.ogg"),
    description="Convert text to voice and send back to user"
)

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Agent Voice Messaging Agent Voice Messaging **Purpose**: Enable voice message communication through Telegram/Discord with local STT/TTS **Framework Support**: OpenClaw • LangChain • Agent Zero • Generic Agents **Features**: - Receive voice messages → transcribe → process → respond with voice - Modular provider swapping (STT: Whisper, OpenAI, Google; TTS: Kokoro, Qwen3, ElevenLabs) - Automatic audio format conversion - Platform-specific ou

Full README

Agent Voice Messaging

Purpose: Enable voice message communication through Telegram/Discord with local STT/TTS

Framework Support: OpenClaw • LangChain • Agent Zero • Generic Agents

Features:

  • Receive voice messages → transcribe → process → respond with voice
  • Modular provider swapping (STT: Whisper, OpenAI, Google; TTS: Kokoro, Qwen3, ElevenLabs)
  • Automatic audio format conversion
  • Platform-specific output formats
  • Framework-agnostic design

🎯 Default Behaviors

The agent-voice-messaging library uses smart defaults for voice messaging interactions:

Default Behavior #1: Always Include AI Response Transcription

When a user sends a voice message, the agent ALWAYS responds with:

  • ✅ Voice audio file (the AI response synthesized)
  • ✅ Text transcription of the AI response

The transcription is included by default. Only send voice-only if the user explicitly requests it.

Example workflow:

User: Sends voice message → "What's the weather?"
Agent: Responds with:
  - Voice: "It's 72°F and sunny today!"
  - Text: "It's 72°F and sunny today!"

Default Behavior #2: Voice-Only on Text Messages (Unless Requested)

When a user sends a text message, the agent responds with text only by default.

Do NOT send voice output unless the user explicitly asks for it.

Example workflow:

User: Sends text → "What's the weather?"
Agent: Responds with:
  - Text: "It's 72°F and sunny today!"
  - Voice: (not sent)

Summary of Default Behaviors

| User Input | Default Response | How to Override | |------------|------------------|-----------------| | Voice message | Voice + Text transcription | User requests "voice-only" | | Text message | Text only | User asks for voice ("say it", "speak", etc.) |

These defaults are designed for intuitive voice messaging. Users expect to see what was said, and voice responses to text messages can be jarring unless explicitly requested.


Quick Start

Quick Start

Step 1: Install Dependencies

pip install faster-whisper requests pyav

Step 2: Configure Providers

Edit config.toml:

[stt]
provider = "faster-whisper"  # Options: faster-whisper, openai, google
model = "base"
device = "cpu"

[tts]
provider = "kokoro"  # Options: kokoro, qwen3, openai, elevenlabs
base_url = "http://localhost:8880/v1"
voice = "af_bella"

Step 3: Install in Your Framework

For OpenClaw

# Copy to OpenClaw skills directory
cp -r agent-voice-messaging ~/.openclaw/skills/

# Install
openclaw skills install ~/.openclaw/skills/agent-voice-messaging

For LangChain

from langchain.agents import Tool
from voice_messaging.src.voice_handler import VoiceHandler

# Initialize voice handler
handler = VoiceHandler.from_config("config.toml")

# Create LangChain tool
voice_tool = Tool(
    name="Voice Messaging",
    func=lambda text: handler.synthesize(text, "response.ogg"),
    description="Convert text to voice and send back to user"
)

For Agent Zero

from agent_zero import Agent
from voice_messaging.src.voice_handler import VoiceHandler

# Initialize voice handler
handler = VoiceHandler.from_config("config.toml")

# Use in agent workflow
def process_voice_message(audio_path: str) -> str:
    # Transcribe
    text = handler.transcribe(audio_path)
    # Process with your agent
    response = your_agent.process(text)
    # Synthesize response
    handler.synthesize(response, "response.ogg")
    return response

For Generic Python Agents

from voice_messaging.src.voice_handler import VoiceHandler

# Initialize
handler = VoiceHandler.from_config("config.toml")

# Use in your agent code
text = handler.transcribe("user_voice.ogg")
response = your_agent.process(text)
handler.synthesize(response, "response.ogg")

Step 4: Test

from voice_messaging.src.voice_handler import VoiceHandler

handler = VoiceHandler.from_config("config.toml")

# Test STT
text = handler.transcribe("test.wav")
print(f"Transcribed: {text}")

# Test TTS
handler.synthesize("Hello world!", "output.ogg")
print("✓ TTS test passed")

Supported Providers

STT (Speech-to-Text)

  • faster-whisper: Local, fast (default)
  • openai: OpenAI Whisper API
  • google: Google Cloud Speech-to-Text

TTS (Text-to-Speech)

  • kokoro: Local, fast (default)
  • qwen3: Local, customizable
  • openai: OpenAI TTS API
  • elevenlabs: ElevenLabs API

Usage in Your Agent Framework

When you receive a voice message, the library automatically:

  1. Transcribes the audio (using configured STT)
  2. Processes the text (your agent's normal processing)
  3. Generates voice response (using configured TTS)
  4. Sends back the audio file

No additional code needed - it works automatically!


Framework-Specific Integration

OpenClaw

  • Works as a native skill
  • Automatic voice message handling
  • Compatible with Telegram and Discord plugins

LangChain

  • Use as a LangChain Tool
  • Integrate with LangChain agents
  • Chain-based voice workflows

Agent Zero

  • Direct Python integration
  • Custom workflow support
  • Agent Zero ecosystem compatibility

Generic Agents

  • Standalone Python module
  • Works with any Python code
  • No framework dependencies

Example: Multi-Agent Setup

from voice_messaging.src.voice_handler import VoiceHandler

# Initialize with different configs per agent
handler1 = VoiceHandler.from_config("config_agent1.toml")
handler2 = VoiceHandler.from_config("config_agent2.toml")

# Each agent can have different STT/TTS providers
# Agent 1: Local-only (privacy)
# Agent 2: Cloud-only (speed)

Contract & API

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

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/contract"
curl -s "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/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

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
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.

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Machine Appendix

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/omni-nexusai-agent-voice-messaging/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T15:20:54.282Z"
    }
  },
  "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": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "have",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|profile capability:have|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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Omni Nexusai",
    "href": "https://github.com/Omni-NexusAI/agent-voice-messaging",
    "sourceUrl": "https://github.com/Omni-NexusAI/agent-voice-messaging",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:53.550Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:53.550Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/omni-nexusai-agent-voice-messaging/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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