Crawler Summary

sergei-mikhailov-stt answer-first brief

Speech recognition from voice messages. Use when you need to convert a voice message to text. --- name: sergei-mikhailov-stt description: Speech recognition from voice messages. Use when you need to convert a voice message to text. metadata: {"openclaw": {"requires": {"bins": ["ffmpeg", "python3"], "env": ["YANDEX_API_KEY", "YANDEX_FOLDER_ID"]}, "primaryEnv": "YANDEX_API_KEY"}} --- Speech to Text Skill for OpenClaw Purpose This skill recognizes speech from voice messages sent via any messenger connected to Op Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

sergei-mikhailov-stt is best for general automation 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

sergei-mikhailov-stt

Speech recognition from voice messages. Use when you need to convert a voice message to text. --- name: sergei-mikhailov-stt description: Speech recognition from voice messages. Use when you need to convert a voice message to text. metadata: {"openclaw": {"requires": {"bins": ["ffmpeg", "python3"], "env": ["YANDEX_API_KEY", "YANDEX_FOLDER_ID"]}, "primaryEnv": "YANDEX_API_KEY"}} --- Speech to Text Skill for OpenClaw Purpose This skill recognizes speech from voice messages sent via any messenger connected to Op

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

Bzsega

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Unpublished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/bzSega/sergei-mikhailov-stt.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

Bzsega

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

/home/user_folder/.openclaw/media/inbound/file_1---9a53bac2-0392-41e7-8300-1c08e8eec027.ogg

bash

clawhub install sergei-mikhailov-stt

bash

cd ~/.openclaw/workspace/skills/sergei-mikhailov-stt

bash

sudo apt install python3-venv

bash

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

json

{
  "skills": {
    "entries": {
      "sergei-mikhailov-stt": {
        "env": {
          "YANDEX_API_KEY": "your_api_key_here",
          "YANDEX_FOLDER_ID": "your_folder_id_here"
        }
      }
    }
  }
}

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Speech recognition from voice messages. Use when you need to convert a voice message to text. --- name: sergei-mikhailov-stt description: Speech recognition from voice messages. Use when you need to convert a voice message to text. metadata: {"openclaw": {"requires": {"bins": ["ffmpeg", "python3"], "env": ["YANDEX_API_KEY", "YANDEX_FOLDER_ID"]}, "primaryEnv": "YANDEX_API_KEY"}} --- Speech to Text Skill for OpenClaw Purpose This skill recognizes speech from voice messages sent via any messenger connected to Op

Full README

name: sergei-mikhailov-stt description: Speech recognition from voice messages. Use when you need to convert a voice message to text. metadata: {"openclaw": {"requires": {"bins": ["ffmpeg", "python3"], "env": ["YANDEX_API_KEY", "YANDEX_FOLDER_ID"]}, "primaryEnv": "YANDEX_API_KEY"}}

Speech to Text Skill for OpenClaw

Purpose

This skill recognizes speech from voice messages sent via any messenger connected to OpenClaw, using various STT providers, including Yandex SpeechKit.

When to Activate

Use this skill when:

  • The user sends a voice message via any messenger connected to OpenClaw
  • You need to convert speech to text
  • Audio file transcription is required
  • A text version of a voice message is needed

How It Works

1. Receive the audio file from OpenClaw

  • OpenClaw provides a local path to the audio file
  • Verify the file exists at the given path
  • Validate the file format (OGG, WAV, MP3)
  • Check file size (maximum 50 MB)

Example path from OpenClaw:

/home/user_folder/.openclaw/media/inbound/file_1---9a53bac2-0392-41e7-8300-1c08e8eec027.ogg

2. Audio processing

  • Validate the audio file at the local path
  • Convert to a supported format if needed using ffmpeg
  • Verify audio quality

3. Speech recognition

  • Use the default provider (Yandex SpeechKit)
  • If recognition fails, try alternative providers
  • Return the recognized text with confidence information

4. Result handling

  • Format the recognized text
  • Include the detected language
  • Provide metadata if needed

Installation

1. Install the skill

clawhub install sergei-mikhailov-stt

The skill will be placed at ~/.openclaw/workspace/skills/sergei-mikhailov-stt/.

2. Install Python dependencies

Navigate to the installed skill folder and install dependencies into a virtual environment:

cd ~/.openclaw/workspace/skills/sergei-mikhailov-stt

On Debian/Ubuntu, first install the venv package if not already present:

sudo apt install python3-venv

Then create and activate the virtual environment:

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

On modern Debian/Ubuntu systems (Python 3.12+), installing packages system-wide is restricted. Use the virtual environment as shown above.

Configuration

1. Set API keys (recommended — via OpenClaw config)

Add credentials to ~/.openclaw/openclaw.json:

{
  "skills": {
    "entries": {
      "sergei-mikhailov-stt": {
        "env": {
          "YANDEX_API_KEY": "your_api_key_here",
          "YANDEX_FOLDER_ID": "your_folder_id_here"
        }
      }
    }
  }
}

2. Alternative — via .env file

Copy and edit the example file inside the skill folder:

cp assets/.env.example .env
YANDEX_API_KEY=your_api_key_here
YANDEX_FOLDER_ID=your_folder_id_here
STT_DEFAULT_PROVIDER=yandex

3. Restart OpenClaw to apply changes

openclaw gateway stop && openclaw gateway start

4. Provider configuration (optional)

In config.json, set parameters for each provider:

{
  "default_provider": "yandex",
  "providers": {
    "yandex": {
      "api_key": "${YANDEX_API_KEY}",
      "folder_id": "${YANDEX_FOLDER_ID}",
      "lang": "ru-RU"
    }
  }
}

Adding a New STT Provider

1. Create the provider class

# scripts/providers/new_provider.py
from .base_provider import BaseSTTProvider

class NewProvider(BaseSTTProvider):
    name = "new_provider"

    def recognize(self, audio_file_path: str, language: str = 'ru-RU') -> str:
        # Recognition implementation
        pass

    def validate_config(self, config: dict) -> bool:
        # Configuration validation
        pass

    def get_supported_formats(self) -> list:
        return ['ogg', 'wav', 'mp3']

2. Register the provider

Add to scripts/stt_processor.py in the _get_provider method:

if provider_name == 'new_provider':
    return NewProvider(provider_config)

3. Update configuration

Add the new provider section to config.json:

{
  "providers": {
    "new_provider": {
      "api_key": "${NEW_PROVIDER_API_KEY}",
      "model": "latest"
    }
  }
}

Usage Examples

Basic scenario

User: [sends a voice message]
OpenClaw: Recognized text: "Hello, how are you?"

With language specified

User: Transcribe this English voice message
OpenClaw: Recognized text (en-US): "Hello, how are you today?"

With metadata

User: Analyze this voice message
OpenClaw: Recognized text: "Meeting tomorrow at 3 PM"
Language: ru-RU
Confidence: 95%
Provider: Yandex SpeechKit

Error Handling

When the skill returns an error, explain it to the user in plain language and suggest a concrete next step. Do not show raw error messages or stack traces.

| Error | Say to the user | Next step | |-------|----------------|-----------| | File too large | "The voice message is too long — maximum is about 30 seconds for now." | Ask them to send a shorter message | | Unsupported format | "This audio format is not supported." | Tell them supported formats: OGG, WAV, MP3, M4A, FLAC, AAC | | API key invalid / HTTP 401 | "There's a problem with the Yandex SpeechKit API key." | Ask owner to check YANDEX_API_KEY in openclaw.json | | Folder access denied / HTTP 403 | "Access to Yandex SpeechKit is denied." | Ask owner to verify the service account has ai.speechkit.user role | | Too many requests / HTTP 429 | "Yandex SpeechKit is rate-limiting us right now." | Try again in a few seconds | | FFmpeg not found | "Audio conversion tool (FFmpeg) is not installed on the server." | Owner needs to run brew install ffmpeg or apt install ffmpeg | | API request timed out | "Yandex SpeechKit did not respond in time." | Try again; if it repeats, the service may be down | | Missing YANDEX_API_KEY | "The skill is not configured yet — API keys are missing." | Owner needs to add keys to ~/.openclaw/openclaw.json |

Troubleshooting (for the owner)

  1. Verify API key configuration in ~/.openclaw/openclaw.json
  2. Ensure ffmpeg is installed: ffmpeg -version
  3. Check Yandex Cloud service account has role ai.speechkit.user
  4. Check gateway logs: openclaw logs

Limitations

  • Maximum file size: 50 MB
  • Yandex SpeechKit v1 sync API limit: 1 MB per request
  • Supported formats: OGG, WAV, MP3, M4A, FLAC, AAC
  • Languages: Russian (ru-RU), English (en-US)
  • Processing time: up to 5 minutes
  • Maximum audio duration: 30 minutes

Requirements

  • Python 3.8+
  • FFmpeg
  • Configured API keys for STT providers

Result Metadata

On successful recognition:

{
  "text": "Recognized text",
  "language": "ru-RU",
  "confidence": 0.95,
  "provider": "yandex",
  "processing_time": 2.5
}

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://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/snapshot"
curl -s "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/contract"
curl -s "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/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.

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
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://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:09:41.529Z"
    }
  },
  "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"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|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": "Bzsega",
    "href": "https://github.com/bzSega/sergei-mikhailov-stt",
    "sourceUrl": "https://github.com/bzSega/sergei-mikhailov-stt",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:14.081Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:14.081Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/bzsega-sergei-mikhailov-stt/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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