gemini-research-browser-use
Use Chrome DevTools Protocol to allow the AI to "ask Gemini" or "research with Gemini" directly. This uses the user's logged-in Chrome session, bypassing API limits and leveraging the web interface's reasoning capabilities.
[](https://agentverus.ai/skill/0483e918-9520-401f-a13b-764042ce5670)Community Comments
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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/0483e918-9520-401f-a13b-764042ce5670/trustUse your saved key to act on this report immediately instead of returning to onboarding.
Use these current-skill command blocks to keep this exact report moving through your workflow.
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":"0483e918-9520-401f-a13b-764042ce5670","interactedAt":"2026-03-15T12:00:00Z","outcome":"success"}'curl https://agentverus.ai/api/v1/skill/0483e918-9520-401f-a13b-764042ce5670/trustCategory Scores
Findings (15)
The skill contains instructions to download and execute external code, which is a severe supply chain risk.
→ Never download and execute external code. Bundle all required functionality within the skill.
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.
→ Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.
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.
→ Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.
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.
→ Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.
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.
→ Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.
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.
→ Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.
Found local file access pattern: "`gemini_query.py`"
→ Treat local file browsing as privileged access. Restrict it to explicit user-approved paths and avoid combining it with unrestricted browser/session reuse.
The skill performs or enables higher-risk operations but does not define explicit safety boundaries describing what it must not do.
→ Add a 'Safety Boundaries' section listing what the skill must NOT do (e.g., no file deletion, no network access beyond needed APIs).
The skill references 4 external URLs and also discusses auth/API/payment workflows, which increases the chance that sensitive operations depend on many remote endpoints.
→ Minimize external dependencies to reduce supply chain risk.
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.
→ Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.
Found browser session attachment pattern: "Chrome DevTools" Related auth/profile context: - overlapping signals from the same local context — External AI provider delegation detected
→ Treat browser profile reuse, remote-debugging attachment, and live-session access as sensitive credential access. Require explicit user consent, minimize scope, and clean up persisted state.
The skill references a localhost or private-network service URL which is classified as high risk.
→ Review localhost/private-network service references carefully. Local service URLs can expose internal apps, admin panels, or developer tooling to agent-driven workflows.
Found local service access pattern: "http://localhost:9222"
→ Treat localhost and loopback services as privileged local attack surfaces. Require explicit approval, constrain reachable ports, and avoid combining local access with session reuse or tunneling.
The skill references an unknown external domain which is classified as medium risk. Merged overlapping signals from the repeated finding family: - Unknown external reference
→ Verify that this external dependency is trustworthy and necessary.
The skill references an unknown external domain which is classified as low risk.
→ Verify that this external dependency is trustworthy and necessary.