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Trust Report

agent-browser

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video

59
SUSPICIOUS
Format: openclawScanner: v0.8.0Duration: 11msScanned: 8d ago · May 30, 7:58 AMSource →
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AgentVerus SUSPICIOUS 59AgentVerus SUSPICIOUS 59AgentVerus SUSPICIOUS 59
[![AgentVerus](https://agentverus.ai/api/v1/skill/cb878d42-608f-42ac-8180-774f16adcfba/badge)](https://agentverus.ai/skill/cb878d42-608f-42ac-8180-774f16adcfba)
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Continue the workflow

Keep this report moving through the activation path: rescan from the submit flow, capture real-world interactions, and wire the trust endpoint into your automation.

https://agentverus.ai/api/v1/skill/cb878d42-608f-42ac-8180-774f16adcfba/trust
Personalized next commands

Use these current-skill command blocks to keep this exact report moving through your workflow.

Record an interaction
curl -X POST https://agentverus.ai/api/v1/interactions \
  -H "Authorization: Bearer at_your_api_key" \
  -H "Content-Type: application/json" \
  -d '{"agentPlatform":"openclaw","skillId":"cb878d42-608f-42ac-8180-774f16adcfba","interactedAt":"2026-03-15T12:00:00Z","outcome":"success"}'
Fetch trust JSON
curl https://agentverus.ai/api/v1/skill/cb878d42-608f-42ac-8180-774f16adcfba/trust

Category Scores

28
Permissions
100
Injection
31
Dependencies
0
Behavioral
70
Content
80
Code Safety

Findings (23)

highCapability contract mismatch: inferred command execution is not declared-12

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: exec

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
highSuspicious install pattern: download and execute from remote URL-25

The skill instructs users to download and execute code from a remote URL, a common supply-chain attack vector.

curl -fsSL https://cli.inference.sh | sh

Remove curl-pipe-to-shell patterns. Provide dependencies through safe, verifiable channels.

behavioralASST-02
highDownload-and-execute pattern (curl|wget pipe to shell)-20

Piping a downloaded script directly to a shell interpreter. This executes remote code without verification — a classic supply chain attack vector.

curl -fsSL https://cli.inference.sh | sh && infsh login

Review the code block starting at line 15. Ensure this pattern is necessary and does not pose a security risk.

code-safetyASST-04
highRemote browser delegation detected-15

Found remote browser delegation pattern: "Proxy Support"

### Proxy Support

Treat cloud or remote browser execution as external data egress. Be explicit about what page content, cookies, or secrets may leave the local machine, and require user approval before delegating authenticated sessions.

behavioralASST-02
highUI state enumeration detected-15

Found ui state enumeration pattern: "Re-snapshot" Merged overlapping signals from the repeated finding family: - UI state enumeration detected

3. **Re-snapshot** - After navigation/changes, get fresh refs

Treat DOM/accessibility snapshots and clickable-element inventories as sensitive page-state extraction. Be explicit about when UI enumeration is allowed, especially on authenticated or local-only apps.

behavioralASST-02
highBrowser content extraction detected-15

Found browser content extraction pattern: "data extraction" Merged overlapping signals from the repeated finding family: - Browser content extraction detected

description: "Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, cli

Treat browser page capture and HTML/text extraction as potential data-access operations, especially when sessions may be authenticated. Make the data-access scope explicit and avoid collecting more page content than needed.

behavioralASST-02
mediumCapability contract mismatch: inferred credential form automation is not declared-8

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: form filling

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-05
mediumCapability contract mismatch: inferred file read is not declared-6

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: references/

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
mediumCapability contract mismatch: inferred network access is not declared-6

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: https://inference.sh

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-04
mediumCapability contract mismatch: inferred browser automation is not declared-8

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: Browser automation

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
mediumCapability contract mismatch: inferred content extraction is not declared-8

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: data extraction

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-02
mediumCapability contract mismatch: inferred documentation ingestion is not declared-8

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: references/

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
mediumCapability contract mismatch: inferred local input control is not declared-8

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: Click element

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
mediumCapability contract mismatch: inferred package bootstrap is not declared-8

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: npx skills

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
mediumHosted browser service dependency-8

The skill depends on a hosted or proxy-backed browser service, which introduces an external execution surface and additional dependency trust requirements.

Proxy Support

Review which external services or providers the skill depends on, what data crosses that boundary, and whether the dependency is necessary for the intended workflow.

dependenciesASST-04
mediumDownload-and-execute pattern detected (inside code block)-8

The skill contains a download-and-execute pattern inside a code block. Verify the URL is trustworthy.

curl -fsSL https://cli.inference.sh | sh

Pin the installer to a specific version or hash. Consider bundling dependencies instead.

dependenciesASST-04
mediumMany external URLs referenced (11)-8

The skill references 11 external URLs and also discusses auth/API/payment workflows, which increases the chance that sensitive operations depend on many remote endpoints.

URLs: https://inference.sh, https://cloud.inference.sh/app/files/u/4mg21r6ta37mpaz6ktzwtt8krr/01kgjw8atdxgkrsr8a2t5peq7b.jpeg, https://cli.inference.sh, https://example.com, https://dist.inference.sh/cli/checksums.txt...

Minimize external dependencies to reduce supply chain risk.

dependenciesASST-04
mediumFederated auth flow detected-10

Found federated auth flow pattern: "OAuth" Related auth/profile context: - overlapping signals from the same local context — Federated auth flow detected

| [references/authentication.md](references/authentication.md) | Login flows, OAuth, 2FA handling |

Treat OAuth, 2FA, and token-refresh guidance as authentication-sensitive workflows. Explain scope, storage, and refresh behavior clearly so agents do not handle more credential material than necessary.

behavioralASST-05
mediumUnknown external reference-8

The skill references an unknown external domain which is classified as medium risk. Merged overlapping signals from the repeated finding family: - Unknown external reference

https://cloud.inference.sh/app/files/u/4mg21r6ta37mpaz6ktzwtt8krr/01kgjw8atdxgkrsr8a2t5peq7b.jpeg

Verify that this external dependency is trustworthy and necessary.

dependenciesASST-04
mediumPackage bootstrap execution detected (inside code block)-5

Found package bootstrap execution pattern: "npx skills"

npx skills add inference-sh/skills@web-search

Surface package bootstrap commands for review. Ephemeral package execution and install-time dependency pulls increase supply-chain risk, especially when versions are not pinned or provenance is unclear.

behavioralASST-04
lowUnknown external reference-5

The skill references an unknown external domain which is classified as low risk.

https://inference.sh

Verify that this external dependency is trustworthy and necessary.

dependenciesASST-04
lowUnknown external reference

The skill references an unknown external domain which is classified as low risk.

https://dist.inference.sh/cli/checksums.txt

Verify that this external dependency is trustworthy and necessary.

dependenciesASST-04
lowNo explicit safety boundaries-10

The skill does not include explicit safety boundaries defining what it should NOT do.

No safety boundary patterns found

Add a 'Safety Boundaries' section listing what the skill must NOT do (e.g., no file deletion, no network access beyond needed APIs).

contentASST-09