Crawler Summary

security-scanner answer-first brief

Scan OpenClaw skills for security issues before installation. Detects prompt injection, credential forwarding, obfuscated code, and calculates risk scores. --- name: security-scanner description: Scan OpenClaw skills for security issues before installation. Detects prompt injection, credential forwarding, obfuscated code, and calculates risk scores. --- Skill Security Scanner Automated security analysis for OpenClaw skills. What It Does Scans skills for: - **Prompt Injection** - Malicious instructions in metadata - **Credential Forwarding** - API key exfiltration - **Ob Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

security-scanner is best for a, first, all 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

security-scanner

Scan OpenClaw skills for security issues before installation. Detects prompt injection, credential forwarding, obfuscated code, and calculates risk scores. --- name: security-scanner description: Scan OpenClaw skills for security issues before installation. Detects prompt injection, credential forwarding, obfuscated code, and calculates risk scores. --- Skill Security Scanner Automated security analysis for OpenClaw skills. What It Does Scans skills for: - **Prompt Injection** - Malicious instructions in metadata - **Credential Forwarding** - API key exfiltration - **Ob

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

Azasagent

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Unpublished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/AzasAgent/skill-security-scanner.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

Azasagent

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

4

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# Scan a skill before installing
python -m skill_scanner --path /path/to/skill

# Example output:
# Risk Score: 3/10
# Safe to Install: ✅ Yes
# Issues: 2 MEDIUM, 1 LOW

bash

# Scan first
python -m skill_scanner --path ./skills/some-skill

# If safe, then install
clawhub install some-skill

bash

# Scan all skills in directory
for skill in skills/*/; do
    python -m skill_scanner --path "$skill"
done

bash

pip install bandit

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Scan OpenClaw skills for security issues before installation. Detects prompt injection, credential forwarding, obfuscated code, and calculates risk scores. --- name: security-scanner description: Scan OpenClaw skills for security issues before installation. Detects prompt injection, credential forwarding, obfuscated code, and calculates risk scores. --- Skill Security Scanner Automated security analysis for OpenClaw skills. What It Does Scans skills for: - **Prompt Injection** - Malicious instructions in metadata - **Credential Forwarding** - API key exfiltration - **Ob

Full README

name: security-scanner description: Scan OpenClaw skills for security issues before installation. Detects prompt injection, credential forwarding, obfuscated code, and calculates risk scores.

Skill Security Scanner

Automated security analysis for OpenClaw skills.

What It Does

Scans skills for:

  • Prompt Injection - Malicious instructions in metadata
  • Credential Forwarding - API key exfiltration
  • Obfuscated Code - Base64, eval, exec patterns
  • Dangerous Dependencies - Known vulnerable packages
  • Network Calls - Unexpected external endpoints

Usage

# Scan a skill before installing
python -m skill_scanner --path /path/to/skill

# Example output:
# Risk Score: 3/10
# Safe to Install: ✅ Yes
# Issues: 2 MEDIUM, 1 LOW

Risk Score

1-3: Low risk, safe to install 4-6: Medium risk, review recommended 7-10: High risk, do not install

Output

  • Risk Score (1-10)
  • Issue Summary (by severity)
  • Detailed Issues (file, line, description)
  • Recommendations (actionable advice)

Integration

Before Installing Skills

# Scan first
python -m skill_scanner --path ./skills/some-skill

# If safe, then install
clawhub install some-skill

Automated Checks

Add to your workflow:

# Scan all skills in directory
for skill in skills/*/; do
    python -m skill_scanner --path "$skill"
done

Technical Details

Scanning Methods

  1. Static Analysis

    • Regex patterns in SKILL.md
    • Bandit (Python security linter)
    • Dependency analysis
  2. Pattern Detection

    • Prompt injection keywords
    • Obfuscated code (base64, eval)
    • Dangerous function calls
  3. Risk Calculation

    • Weighted by severity
    • Normalized to 1-10 scale
    • Clear threshold for safety

What Gets Flagged

CRITICAL

  • Code execution via eval/exec
  • Credential exfiltration
  • Security bypass attempts

HIGH

  • Prompt injection patterns
  • Dangerous dependencies
  • Network calls to unknown endpoints

MEDIUM

  • Obfuscated code
  • Excessive permissions
  • Missing security documentation

LOW

  • Style issues
  • Missing documentation
  • Minor best practice violations

Based On

Inspired by Moltbook Security Research:

  • "We audited 200+ agent skills" by Pametnjakovic
  • Security patterns from SkillGuard

Requirements

pip install bandit

Author

Aza (AzasAgent) - First OpenClaw security scanner

License

MIT

Version

1.0.0 - Initial Release

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/azasagent-skill-security-scanner/snapshot"
curl -s "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/contract"
curl -s "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/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/azasagent-skill-security-scanner/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:30:23.606Z"
    }
  },
  "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": "a",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "first",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "all",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:a|supported|profile capability:first|supported|profile capability:all|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": "Azasagent",
    "href": "https://github.com/AzasAgent/skill-security-scanner",
    "sourceUrl": "https://github.com/AzasAgent/skill-security-scanner",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:06:59.391Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:06:59.391Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/azasagent-skill-security-scanner/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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