Real Skill packageSource verifiedClawHub registry

Ai-NN-VulnFinding

Neural Network Architecture Vuln Finding

Identity and source

Publisher attribution3MP3RORregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 55% rule confidence
Package forminstruction bundle2 recorded files
Canonical sourceClawHub registryclawhub:3mper0rr:ai-nn-vulnfinding
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/23/2026.claude/skills/<skill-name>
1 structural issue
  • error: SKILL.md does not contain a complete YAML frontmatter envelope. skill.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/23/2026.agents/skills/<skill-name>
1 structural issue
  • error: SKILL.md does not contain a complete YAML frontmatter envelope. skill.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/23/2026skills/<skill-name>
1 structural issue
  • error: SKILL.md does not contain a complete YAML frontmatter envelope. skill.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @3mper0rr/ai-nn-vulnfinding
clawhub inspect @3mper0rr/ai-nn-vulnfinding --version 1.0.0

Security evidence

SkillVetAI static result: medium signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
2 / 2 inspected as text
Checked
9/23/2026, 1:28:05 PM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumSKILL.md has no parseable YAML frontmatterskill.md:1 · confidence 100%missing frontmatter
1 inferred permission indicators
  • network access — automatically inferred
1 dependency and API indicators
  • api: clawhub.ai
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/21/2026, 9:33:21 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:7471e9f7a0978c23e8294a4329c5875693f1e7af3d7acfd3a490b50f367634ce
Show up to 2 recorded paths
  • skill-card.md
  • skill.md

Source changelog

- Initial release of ai-nn-vulnfinding. - Analyzes neural network architectures for structural vulnerabilities to adversarial attacks. - Reviews usage of activation functions, regularization, input pre-processing, and adversarial defenses. - Provides a structured schema output with risk assessment and hardening recommendations. - Focuses on conceptual analysis; no code provided.