How should data-loss-protection be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

data-loss-protection answer-first brief

Monitor and protect against data leaving the VPS environment. Identifies potential data exfiltration via commands, network connections, file transfers, and sensitive data in messages. --- name: data-loss-protection description: "Monitor and protect against data leaving the VPS environment. Identifies potential data exfiltration via commands, network connections, file transfers, and sensitive data in messages." metadata: { "openclaw": { "emoji": "🔒", "requires": {}, }, } --- Data Loss Protection (DLP) This skill helps identify and monitor data leaving the VPS environment through various channels, Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

data-loss-protection is best for send, tunnel, read 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

data-loss-protection

OpenClawself-declared

Public facts

Change events

Artifacts

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

Deboboy

Artifacts

Benchmarks

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Unpublished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.

View Source

Setup snapshot

git clone https://github.com/deboboy/openclaw-dlp.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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

Deboboy

profilemedium

Observed Feb 25, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 25, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

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

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

ss -tunap
netstat -tunap

bash

ss -tp | grep ESTAB

bash

ps auxf
ss -pl

bash

iptraf-ng
nethogs

bash

crontab -l
ls -la /etc/cron.d/
ls -la /etc/cron.daily/

bash

ls -la /etc/init.d/
systemctl list-unit-files

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: data-loss-protection description: "Monitor and protect against data leaving the VPS environment. Identifies potential data exfiltration via commands, network connections, file transfers, and sensitive data in messages." metadata: { "openclaw": { "emoji": "🔒", "requires": {}, }, }

Data Loss Protection (DLP)

This skill helps identify and monitor data leaving the VPS environment through various channels, and protects sensitive data from being mishandled.

Data Exfiltration Vectors

Commands that can read sensitive data:

cat/head/tail: Read file contents
grep/ack/ag: Search file contents
find: Locate files
ls -R: List all files recursively
base64: Encode data for transmission
xxd/hexdump: Convert to binary/hex
strings: Extract readable strings from binaries

Sensitive Data Categories

Credentials & Secrets

API keys and tokens
Passwords and credentials
Private keys (SSH, GPG)
JWT tokens
OAuth tokens

Financial Data

Credit card numbers (Visa, Mastercard, Amex, Discover)
Bank account numbers
Routing numbers
Cryptocurrency wallet addresses

PII (Personally Identifiable Information)

Social Security Numbers (SSN)
Email addresses
Phone numbers
Passport numbers
Driver's license numbers
Physical addresses
Dates of birth

Healthcare Data

Medical record numbers (MRN)
Health insurance policy numbers
Diagnosis codes
Prescription information

Monitoring Commands

List active network connections:

ss -tunap
netstat -tunap

List recent outbound connections:

ss -tp | grep ESTAB

Check for suspicious processes:

ps auxf
ss -pl

Monitor for data transfer:

iptraf-ng
nethogs

Check cron jobs for scheduled exfiltration:

crontab -l
ls -la /etc/cron.d/
ls -la /etc/cron.daily/

Check for unusual startup items:

ls -la /etc/init.d/
systemctl list-unit-files

Pattern Matching for Sensitive Data

When output contains these patterns, flag as sensitive:

Credentials

API keys: [a-zA-Z0-9_-]{32,}
AWS keys: AKIA[0-9A-Z]{16}
Private keys: -----BEGIN (RSA|DSA|EC|OPENSSH) PRIVATE KEY-----
Generic secrets: password=|secret=|api_key=|apikey=
JWT tokens: eyJ[a-zA-Z0-9_-]*\.eyJ[a-zA-Z0-9_-]*\.[a-zA-Z0-9_-]*
Bearer tokens: Bearer [a-zA-Z0-9_-]+\.[a-zA-Z0-9_-]+

Financial

Credit cards: 4[0-9]{12}(?:[0-9]{3})?|5[1-5][0-9]{14}|3[47][0-9]{13}
Bank accounts: \d{8,17: \d{}`
Routing numbers9}`

PII

SSN: \d{3}-\d{2}-\d{4}
Email: [A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}
Phone: \(?[0-9]{3}\)?[-.\s]?[0-9]{3}[-.\s]?[0-9]{4}

Best Practices

Never execute commands that send sensitive data externally without user confirmation
Audit all curl/wget commands that send data to external URLs
Check for encoded data (base64) being transmitted
Monitor large data transfers - unusual volume may indicate exfiltration
Review any reverse shell patterns - unexpected outbound connections
Flag commands accessing /etc/shadow, ~/.ssh/, credential files
Do NOT repeat or share sensitive data that appears in conversation
Warn users when they share sensitive data like credit cards, SSN, etc.

Response Actions

When potential data exfiltration is detected:

Note the command and its purpose
Warn the user if the command may exfiltrate sensitive data
Suggest safer alternatives if applicable
Log the event for audit purposes

When sensitive data is shared by the user:

Do NOT repeat or echo the sensitive data back
Warn the user about the sensitivity of the data
Suggest redacting or masking sensitive information
Do not store sensitive data in memory or session files unless absolutely necessary

Contract & API

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

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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/deboboy-openclaw-dlp/snapshot"

curl -s "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/contract"

curl -s "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/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

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

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

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

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/deboboy-openclaw-dlp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:37:34.578Z"
    }
  },
  "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": "send",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "tunnel",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "read",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:send|supported|profile capability:tunnel|supported|profile capability:read|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": "Deboboy",
    "href": "https://github.com/deboboy/openclaw-dlp",
    "sourceUrl": "https://github.com/deboboy/openclaw-dlp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:06:41.461Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:06:41.461Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/deboboy-openclaw-dlp/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
  }
]

data-loss-protection answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

name: data-loss-protection description: "Monitor and protect against data leaving the VPS environment. Identifies potential data exfiltration via commands, network connections, file transfers, and sensitive data in messages." metadata: { "openclaw": { "emoji": "🔒", "requires": {}, }, }

Data Loss Protection (DLP)

Data Exfiltration Vectors

Network Commands that can send data out:

Commands that can read sensitive data:

Sensitive Data Categories

Credentials & Secrets

Financial Data

PII (Personally Identifiable Information)

Healthcare Data

Monitoring Commands

List active network connections:

List recent outbound connections:

Check for suspicious processes:

Monitor for data transfer:

Check cron jobs for scheduled exfiltration:

Check for unusual startup items:

Pattern Matching for Sensitive Data

Credentials

Financial

PII

Best Practices

Response Actions

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents