A security scanner for AI Agent Skills
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HN · launched Apr 10, 2026 · 5 upvotes (top 89%) · 0 views
Niche: ai agent security and monitoring tools · 297 launches, 17 in the last 7 days ▼ -23% · Explore this niche →
Category and tags
- Security
- Compliance & governance
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 297 launches in ai agent security and monitoring tools →
Could you build this?
Partial While basic regex or prompt-based scanning of tool definitions can be vibe-coded quickly, reliably detecting indirect prompt injection, privilege escalation, and tool misuse requires specialized security research.
What it would actually take: Building an effective security scanner requires AST parsing of agent manifests/code, static analysis taint tracking, and dynamic sandboxed execution to detect prompt injection and dangerous permissions. The stack typically combines Python/Tree-sitter for AST analysis with custom LLM-evaluator pipelines. Specialized expertise in LLM application security, prompt injection vulnerabilities, and static analysis is necessary.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 5224 launches clear the similarity bar, closest 8 shown.
Attention rank: #4795 of 5225 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 163 days after the earliest competitor.
- Scan your AI agents for dangerous capabilities · hn · 2026-07-06 · 44 upvotes · similarity 0.77
- heimdall-pentest · github · 2026-09-14 · 67 upvotes · similarity 0.76
- Front end skill pack for AI agents, with machine-enforced quality gates · hn · 2026-08-22 · 5 upvotes · similarity 0.71
- Clawvisor — The Authorization Layer for AI Agents · yc · 2026-05-07 · 13 upvotes · similarity 0.70
- Skills Hub, a desktop app for managing AI agent skills · hn · 2026-10-12 · 10 upvotes · similarity 0.70
- Armorer Labs: Continuous security verification for AI agents in regulated industries · yc · 2026-10-21 · 77 upvotes · similarity 0.70
- agent-guard · github · 2026-09-28 · 20 upvotes · similarity 0.69
- AletheionAGI · hn · 2026-08-14 · 5 upvotes · similarity 0.69
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