Crawler Summary

sdf-com answer-first brief

Connect to SDF.org via SSH and operate the COM chat program with real-time bidirectional messaging. Supports Feishu integration, message translation (Chinese/English), and event-driven architecture. Use when the user wants to bridge SDF COM chat with Feishu, translate messages, or automate COM interactions. --- name: sdf-com description: Connect to SDF.org via SSH and operate the COM chat program with real-time bidirectional messaging. Supports Feishu integration, message translation (Chinese/English), and event-driven architecture. Use when the user wants to bridge SDF COM chat with Feishu, translate messages, or automate COM interactions. --- SDF COM Skill Complete solution for connecting to SDF.org's COM chat system Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

sdf-com 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

sdf-com

Connect to SDF.org via SSH and operate the COM chat program with real-time bidirectional messaging. Supports Feishu integration, message translation (Chinese/English), and event-driven architecture. Use when the user wants to bridge SDF COM chat with Feishu, translate messages, or automate COM interactions. --- name: sdf-com description: Connect to SDF.org via SSH and operate the COM chat program with real-time bidirectional messaging. Supports Feishu integration, message translation (Chinese/English), and event-driven architecture. Use when the user wants to bridge SDF COM chat with Feishu, translate messages, or automate COM interactions. --- SDF COM Skill Complete solution for connecting to SDF.org's COM chat system

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Ykaixu

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Unpublished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 2/25/2026.

Setup snapshot

git clone https://github.com/YKaiXu/sdf-com-skill.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

Ykaixu

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 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

┌─────────────┐     SSH      ┌─────────────┐     Events     ┌─────────────┐
│   SDF.org   │ ◄──────────► │  COMBridge  │ ◄────────────► │ Feishu Bot  │
│   COM Chat  │   asyncssh   │  + Parser   │   asyncio      │  + Translate│
└─────────────┘              └─────────────┘                └─────────────┘
                                    │
                                    ▼
                           ┌─────────────┐
                           │  pyte Screen│
                           │  (terminal  │
                           │  emulation) │
                           └─────────────┘

python

from scripts.sdf_com_client import SDFComClient
import asyncio

async def main():
    client = SDFComClient("username", "password")
    await client.connect()
    await client.start_com()
    
    # List rooms
    rooms = await client.get_room_list()
    print(rooms)
    
    # Join room and chat
    await client.goto_room("spacebar")
    await client.say("Hello SDF!")
    
    await client.disconnect()

asyncio.run(main())

python

from scripts.sdf_com_bridge import COMBridge, COMMessage, MessageType
import asyncio

async def main():
    bridge = COMBridge("username", "password")
    
    # Set up event handlers
    async def on_chat(msg: COMMessage):
        print(f"[{msg.room}] {msg.username}@{msg.host}: {msg.content}")
    
    bridge.on_chat_message = on_chat
    
    # Connect and run
    await bridge.connect()
    await bridge.start_com()
    await bridge.run()  # Runs forever

asyncio.run(main())

python

from scripts.feishu_com_bot import FeishuCOMBot
import asyncio

async def main():
    # Create bot
    bot = FeishuCOMBot("username", "password")
    
    # Setup Feishu message handler
    async def send_to_feishu(msg: str):
        # Send to Feishu API here
        print(f"To Feishu: {msg}")
    
    bot.send_to_feishu = send_to_feishu
    bot.setup()
    
    # Start
    await bot.start()
    
    # Handle incoming Feishu messages
    response = await bot.handle_feishu_message("t:你好世界")
    # Response: "✅ 已发送翻译: [EN] 你好世界"

asyncio.run(main())

bash

python scripts/sdf_com_client.py username password

bash

python scripts/sdf_com_bridge.py username password

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Connect to SDF.org via SSH and operate the COM chat program with real-time bidirectional messaging. Supports Feishu integration, message translation (Chinese/English), and event-driven architecture. Use when the user wants to bridge SDF COM chat with Feishu, translate messages, or automate COM interactions. --- name: sdf-com description: Connect to SDF.org via SSH and operate the COM chat program with real-time bidirectional messaging. Supports Feishu integration, message translation (Chinese/English), and event-driven architecture. Use when the user wants to bridge SDF COM chat with Feishu, translate messages, or automate COM interactions. --- SDF COM Skill Complete solution for connecting to SDF.org's COM chat system

Full README

name: sdf-com description: Connect to SDF.org via SSH and operate the COM chat program with real-time bidirectional messaging. Supports Feishu integration, message translation (Chinese/English), and event-driven architecture. Use when the user wants to bridge SDF COM chat with Feishu, translate messages, or automate COM interactions.

SDF COM Skill

Complete solution for connecting to SDF.org's COM chat system with real-time bidirectional messaging and translation support.

Features

  • ✅ SSH connection to SDF.org
  • ✅ Real-time COM chat monitoring with pyte terminal emulation
  • ✅ Bidirectional message bridge (COM ↔ Feishu)
  • ✅ Message translation (Chinese ↔ English)
  • ✅ Event-driven architecture
  • ✅ Command parsing (t:, g:, etc.)
  • ✅ Filters system messages, only forwards user chat

Architecture

┌─────────────┐     SSH      ┌─────────────┐     Events     ┌─────────────┐
│   SDF.org   │ ◄──────────► │  COMBridge  │ ◄────────────► │ Feishu Bot  │
│   COM Chat  │   asyncssh   │  + Parser   │   asyncio      │  + Translate│
└─────────────┘              └─────────────┘                └─────────────┘
                                    │
                                    ▼
                           ┌─────────────┐
                           │  pyte Screen│
                           │  (terminal  │
                           │  emulation) │
                           └─────────────┘

Quick Start

1. Basic COM Client

from scripts.sdf_com_client import SDFComClient
import asyncio

async def main():
    client = SDFComClient("username", "password")
    await client.connect()
    await client.start_com()
    
    # List rooms
    rooms = await client.get_room_list()
    print(rooms)
    
    # Join room and chat
    await client.goto_room("spacebar")
    await client.say("Hello SDF!")
    
    await client.disconnect()

asyncio.run(main())

2. Real-time Bridge with Events

from scripts.sdf_com_bridge import COMBridge, COMMessage, MessageType
import asyncio

async def main():
    bridge = COMBridge("username", "password")
    
    # Set up event handlers
    async def on_chat(msg: COMMessage):
        print(f"[{msg.room}] {msg.username}@{msg.host}: {msg.content}")
    
    bridge.on_chat_message = on_chat
    
    # Connect and run
    await bridge.connect()
    await bridge.start_com()
    await bridge.run()  # Runs forever

asyncio.run(main())

3. Feishu Integration with Translation

from scripts.feishu_com_bot import FeishuCOMBot
import asyncio

async def main():
    # Create bot
    bot = FeishuCOMBot("username", "password")
    
    # Setup Feishu message handler
    async def send_to_feishu(msg: str):
        # Send to Feishu API here
        print(f"To Feishu: {msg}")
    
    bot.send_to_feishu = send_to_feishu
    bot.setup()
    
    # Start
    await bot.start()
    
    # Handle incoming Feishu messages
    response = await bot.handle_feishu_message("t:你好世界")
    # Response: "✅ 已发送翻译: [EN] 你好世界"

asyncio.run(main())

Command Line Usage

Interactive COM Client

python scripts/sdf_com_client.py username password

Real-time Bridge

python scripts/sdf_com_bridge.py username password

Feishu Bot (Test Mode)

python scripts/feishu_com_bot.py username password

Feishu Bot Commands

| Command | Description | |---------|-------------| | t:中文内容 | Translate Chinese to English and send to COM | | g:roomname | Switch to room (e.g., g:spacebar) | | w | List users in current room | | l | List all rooms | | r | Review chat history | | h | Show COM help | | I | Query user idle times | | status | Show current status | | help | Show help | | q | Quit | | (other text) | Send directly to COM |

API Reference

COMBridge

Event-driven bridge for real-time COM interaction.

bridge = COMBridge(username, password)

# Event handlers
bridge.on_chat_message = handler      # User chat messages
bridge.on_system_message = handler    # System messages
bridge.on_private_message = handler   # Private messages

# Methods
await bridge.connect()      # SSH connect
await bridge.start_com()    # Start COM
await bridge.run()          # Run event loop
await bridge.say("msg")     # Send message
await bridge.goto("room")   # Change room
await bridge.stop()         # Disconnect

FeishuCOMBot

High-level bot with translation.

bot = FeishuCOMBot(username, password)
bot.send_to_feishu = your_handler
bot.setup()

await bot.start()
response = await bot.handle_feishu_message("t:你好")
await bot.stop()

COMMessage

Structured message from COM.

@dataclass
class COMMessage:
    timestamp: str
    msg_type: MessageType  # CHAT, SYSTEM, EMOTE, PRIVATE
    username: str
    host: str
    content: str
    room: str
    raw_line: str

Message Flow

COM → Feishu

  1. COMBridge reads terminal output via asyncssh
  2. pyte parses terminal screen content
  3. Regex extracts structured messages
  4. Filters: only CHAT type, not from self
  5. Translates English → Chinese
  6. Sends to Feishu via callback

Feishu → COM

  1. User sends message to Feishu bot
  2. Bot parses command prefix (t:, g:, etc.)
  3. If t: prefix: translate Chinese → English
  4. Execute command or send message
  5. Return confirmation to Feishu

Translation Integration

The bot includes a placeholder translation service. To integrate with real translation:

Option 1: Google Translate

from googletrans import Translator

class TranslationService:
    def __init__(self):
        self.translator = Translator()
    
    async def translate(self, text, src, dest):
        result = await self.translator.translate(text, src=src, dest=dest)
        return result.text

Option 2: DeepL

import deepl

class TranslationService:
    def __init__(self, api_key):
        self.translator = deepl.Translator(api_key)
    
    async def translate(self, text, src, dest):
        result = self.translator.translate_text(text, source_lang=src, target_lang=dest)
        return result.text

Option 3: OpenAI

import openai

async def translate(self, text, src, dest):
    response = await openai.ChatCompletion.acreate(
        model="gpt-3.5-turbo",
        messages=[{
            "role": "system",
            "content": f"Translate from {src} to {dest}"
        }, {
            "role": "user",
            "content": text
        }]
    )
    return response.choices[0].message.content

Requirements

pip install asyncssh pyte

Optional for translation:

pip install googletrans deepl openai

COM Commands Reference

See references/com-commands.md for complete COM documentation.

Quick Reference

| Command | Action | |---------|--------| | space | Enter input mode | | g | Goto room | | l | List rooms | | w | Who is here | | Wroom | Who is in room | | r | Review history | | R | Extended history | | proom | Peek room | | suser@host | Send private | | e | Emote | | I | Query idle | | h | Help | | q | Quit |

Troubleshooting

Connection Issues

  • Verify username/password
  • Check SSH access to sdf.org
  • Ensure account is validated (some features require ARPA)

Translation Not Working

  • The default implementation is a placeholder
  • Integrate with actual translation API (see examples above)

Messages Not Forwarding

  • Check that on_chat_message handler is set
  • Verify message type is CHAT (not SYSTEM)
  • Check that username filtering isn't blocking messages

File Structure

sdf-com/
├── SKILL.md                      # This documentation
├── scripts/
│   ├── sdf_com_client.py         # Basic SSH client
│   ├── sdf_com_bridge.py         # Real-time event bridge
│   └── feishu_com_bot.py         # Feishu integration
└── references/
    └── com-commands.md           # COM command reference

Notes

  • COM is unique to SDF and only works for logged-in users
  • IRC commands don't work in COM
  • Some features require ARPA membership or higher
  • Users may be idle - check with I command

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/ykaixu-sdf-com-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/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/ykaixu-sdf-com-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:37:26.883Z"
    }
  },
  "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": "Ykaixu",
    "href": "https://github.com/YKaiXu/sdf-com-skill",
    "sourceUrl": "https://github.com/YKaiXu/sdf-com-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:47:42.660Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:47:42.660Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/ykaixu-sdf-com-skill/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
  }
]

Sponsored

Ads related to sdf-com and adjacent AI workflows.