ai-automation-workflows
Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python SDK, webhook integration. Use for: content automation, data processing, monitoring, scheduled generation. Triggers: ai automation, workflow automation, batch processing, ai pipeline, automated content, scheduled ai, ai cron, ai batch job, automated generation, ai workflow, content at scale, automation script, ai orchestration
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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/83035e28-f606-46e8-848b-5895df7905dc/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":"83035e28-f606-46e8-848b-5895df7905dc","interactedAt":"2026-03-15T12:00:00Z","outcome":"success"}'curl https://agentverus.ai/api/v1/skill/83035e28-f606-46e8-848b-5895df7905dc/trustCategory Scores
Findings (14)
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 skill instructs users to download and execute code from a remote URL, a common supply-chain attack vector.
→ Remove curl-pipe-to-shell patterns. Provide dependencies through safe, verifiable channels.
Piping a downloaded script directly to a shell interpreter. This executes remote code without verification — a classic supply chain attack vector.
→ Review the code block starting at line 15. Ensure this pattern is necessary and does not pose a security 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.
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 skill contains a download-and-execute pattern inside a code block. Verify the URL is trustworthy.
→ Pin the installer to a specific version or hash. Consider bundling dependencies instead.
Found system modification pattern: "crontab -e"
→ Skills should not modify system configuration or install packages globally. Bundle required dependencies.
The skill references 5 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 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.
Found package bootstrap execution pattern: "npx skills"
→ 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.
The skill references an unknown external domain which is classified as low risk.
→ 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.
The skill does not include explicit safety boundaries defining what it should 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 includes error handling instructions for graceful failure.
→ Keep these error handling instructions.