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SkillCI

Regression testing for Claude Skills

SkillCI catches when a Claude model update silently breaks your Skill trigger stops firing, an instruction gets ignored, a redteam attack succeeds. Instead of just failing CI, it writes the failure as a permanent eval case you review and accept: catch once, covered forever. Also: OWASP-mapped local security lint, git-native bisect to find the breaking commit, and cross-model regression testing. Free, open source, single Go binary.

Top comment

Hey PH 👋 Made this because I kept shipping Claude Skills that worked fine until Anthropic shipped a new model, and I'd only find out something broke by accident. The thing I'm most proud of is the self-growing eval loop — a caught regression becomes a permanent test automatically, instead of a report you read once and forget. I haven't found another eval tool that does that for either red-teaming or fuzz-testing. Honest gap: promptfoo has 50+ red-team attack plugins to my 16, and years of production hardening mine hasn't had yet. Not claiming to beat it outright — just that nothing else combines skill-aware security scanning + cross-model regression + git bisect + the self-growing loop in one tool. Repo has a demo GIF near the top showing the actual catch → generate → accept loop. Would love feedback, especially from anyone running Claude Skills in production already.

About SkillCI on Product Hunt

Regression testing for Claude Skills

SkillCI was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #141 on the daily leaderboard. SkillCI catches when a Claude model update silently breaks your Skill trigger stops firing, an instruction gets ignored, a redteam attack succeeds. Instead of just failing CI, it writes the failure as a permanent eval case you review and accept: catch once, covered forever. Also: OWASP-mapped local security lint, git-native bisect to find the breaking commit, and cross-model regression testing. Free, open source, single Go binary.

On the analytics side, SkillCI competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how SkillCI performed against the three products that launched closest to it on the same day.

Who hunted SkillCI?

SkillCI was hunted by New User. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

For a complete overview of SkillCI including community comment highlights and product details, visit the product overview.