Real Skill packageSource verifiedClawHub registry

ML Research Skeptical Audit

Challenge ML claims with code and falsification

Identity and source

Publisher attributionAntreas Antoniouregistry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 64% rule confidence
Package forminstruction bundle8 recorded files
Canonical sourceClawHub registryclawhub:antreasantoniou:ml-research-skeptical-audit
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 Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/6/2026.claude/skills/ml-research-skeptical-audit

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

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/6/2026.agents/skills/ml-research-skeptical-audit

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

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/6/2026skills/ml-research-skeptical-audit

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 @antreasantoniou/ml-research-skeptical-audit
clawhub inspect @antreasantoniou/ml-research-skeptical-audit --version 1.0.0

Security evidence

SkillVetAI static result: no findings detected

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
8 / 8 inspected as text
Checked
9/6/2026, 4:36:52 AM
Scanner
0.1.3
Policy
1.0.3
1 inferred permission indicators
  • network access — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
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
9/5/2026, 6:33:23 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 hashsha256:0e82c166a49fbfc6366374130d08de53fd9cc4b58b35f5b52dd03b91d523caf0
Show up to 8 recorded paths
  • agents/openai.yaml
  • CHANGELOG.md
  • CONTRIBUTING.md
  • LICENSE
  • README.md
  • SECURITY.md
  • skill-card.md
  • SKILL.md

Source changelog

Initial public release. Portable skill with explicit evidence and authority boundaries; see GitHub source for tested behavior and limitations.