Real Skill packageSource verifiedClawHub registry

experiment-framework

Validate, plan and explicitly dispatch provenance-linked ML experiments using the bundled Python runtime, with budget reservations and durable result bundles.

Identity and source

Publisher attributionAntreas Antoniouregistry owner unverified by skillvetai
Functional categorySoftware Developmentautomatically inferred · 56% rule confidence
Package forminstruction with code43 recorded files
Canonical sourceClawHub registryclawhub:antreasantoniou:experiment-framework
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 · 9/12/2026.claude/skills/experiment-framework

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 · 9/12/2026.agents/skills/experiment-framework

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 · 9/12/2026skills/experiment-framework

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/experiment-framework
clawhub inspect @antreasantoniou/experiment-framework --version 0.1.0

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
partial text content
Files
40 / 43 inspected as text
Checked
9/12/2026, 4:34:07 AM
Scanner
0.1.3
Policy
1.0.3
5 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
5 dependency and API indicators
  • api: example.test
  • api: github.com
  • api: huggingface.co
  • api: wandb.ai
  • api: wandb.test
External clawhub result: suspicious

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
9/11/2026, 7:19:53 PM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

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

Package content hashsha256:ab42cbf254704ff52a248d6181d3c468e0efa240e1bfe88b19b4507e27122000
Show up to 30 recorded paths
  • CHANGELOG.md
  • CONTRIBUTING.md
  • examples/local-smoke.toml
  • examples/runpod-smoke.toml
  • examples/smoke_job.py
  • examples/worker-smoke.toml
  • examples/worker2-smoke.toml
  • LICENSE
  • machines.toml
  • pyproject.toml
  • README.md
  • schemas/artifact-index.schema.json
  • scripts/check_secrets.py
  • SECURITY.md
  • skill-card.md
  • SKILL.md
  • skills/experiment-framework/scripts/axexp.py
  • skills/experiment-framework/SKILL.md
  • src/axiotic_experiments/__init__.py
  • src/axiotic_experiments/backends.py
  • src/axiotic_experiments/cli.py
  • src/axiotic_experiments/credentials.py
  • src/axiotic_experiments/environment.py
  • src/axiotic_experiments/github_store.py
  • src/axiotic_experiments/governance.py
  • src/axiotic_experiments/hf_store.py
  • src/axiotic_experiments/machines.py
  • src/axiotic_experiments/manifest.py
  • src/axiotic_experiments/provenance.py
  • src/axiotic_experiments/results.py

Source changelog

Initial reviewed portable public preview.