Question 1

How does SkillzBench verify a SKILL.md skill I've published for Claude Code?

Accepted Answer

SkillzBench pins every version of your skill to a commit SHA, then runs it through validation, license checking, security scanning, and quality judging. Launch scope covers instruction-only skills (SKILL.md plus text references); script-bearing skills are listed link-out only. The result is a published trust score and benchmark your users can verify independently.

Question 2

Can SkillzBench prove my skill actually improves agent performance instead of causing regressions?

Accepted Answer

Yes — that's the core of the Benchmark pillar. SkillzBench tests your skill in a sandbox using the same model, with and without the skill, and publishes the Lift in percentage points. Lift is always shown separately from ratings, so your performance evidence is never mixed with opinion or monetization.

Question 3

What does the Creator plan for verified authors cost and include?

Accepted Answer

The Creator tier is planned at roughly $5-10/mo and is designed specifically for verified authors. There's also a generous free tier planned, and benchmark-as-a-service is available for priority runs. SkillzBench is pre-launch, so join the waitlist to lock in early access.

Question 4

What happens to my verification when I update my skill?

Accepted Answer

SkillzBench's Stay-current pillar tracks upstream changes to your skills, re-scans and re-benchmarks them, and notifies you. Each new version gets pinned to its own commit SHA, so your trust score and published Lift stay accurate as your skill evolves.

Question 5

How is SkillzBench different from publishing on SkillsMP or ClawHub?

Accepted Answer

SkillzBench is an independent testing lab and control panel, not a marketplace. Marketplaces typically score AI quality without security vetting, whereas SkillzBench combines security scanning, license checks, quality judging, sandbox benchmarking, and a 0-100 trust score — and money never touches scores, so your verification can't be bought.

Skill Author Verification for Job Seekers