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
Crawler Summary
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
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
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Ykaixu
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
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.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Ykaixu
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
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
Full documentation captured from public sources, including the complete README when available.
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
Complete solution for connecting to SDF.org's COM chat system with real-time bidirectional messaging and translation support.
┌─────────────┐ SSH ┌─────────────┐ Events ┌─────────────┐
│ SDF.org │ ◄──────────► │ COMBridge │ ◄────────────► │ Feishu Bot │
│ COM Chat │ asyncssh │ + Parser │ asyncio │ + Translate│
└─────────────┘ └─────────────┘ └─────────────┘
│
▼
┌─────────────┐
│ pyte Screen│
│ (terminal │
│ emulation) │
└─────────────┘
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())
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())
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())
python scripts/sdf_com_client.py username password
python scripts/sdf_com_bridge.py username password
python scripts/feishu_com_bot.py username password
| 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 |
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
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()
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
The bot includes a placeholder translation service. To integrate with real translation:
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
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
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
pip install asyncssh pyte
Optional for translation:
pip install googletrans deepl openai
See references/com-commands.md for complete COM documentation.
| 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 |
on_chat_message handler is setsdf-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
I commandMachine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
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"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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
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
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
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
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.