Alternatives to fingerprint-ci-gate
50 AI Skills apps to use instead, best rated first.
Top picks
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webapp-testing
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openhue
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batch-grill-me
Launchbatch-grill-me is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It interviews you relentlessly about a plan until you share an understanding. It maps decisions as a tree and asks every question it can answer now
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implement
Launchimplement is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It implements work from a spec or tickets: it fetches the ticket, works test-first at agreed seams, runs type checks and tests as it goes, reviews the re
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frontend-design
LaunchDistinctive, production-grade frontend interfaces that reject generic AI aesthetics through intentional design choices. Guides aesthetic direction selection (brutalist, maximalist, retro-futuristic, luxury, organic, etc.) before implementat
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brainstorming
Transform rough ideas into fully-formed designs through structured questioning

finishing-a-development-branch
Guides completion of development work by presenting clear options

test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
About fingerprint-ci-gate

fingerprint-ci-gate
Gate a build on browser fingerprint regressions with liarjs
Fingerprint CI gate is an agent skill for failing a build when a browser's fingerprint gets worse. A regression in fingerprint consistency can go unnoticed until traffic starts being rejected weeks later, so the skill turns the check into something visible in a pull request. It runs a liarjs scan, saves the result as a JSON baseline, and compares later runs against that baseline. There are two mechanisms. The first is an absolute floor: with --headless and --min-score set, the job exits with code 1 when the score falls below the number given, such as 60. The second is a comparison against the saved baseline, which catches a drop from an earlier run. The runner needs Node 22 or newer and a Chromium in the container image, and liarjs has no runtime dependencies. The skill advises giving the container enough shared memory, with --shm-size=1g on Docker or a mounted /dev/shm, and leaving Chrome's own sandbox enabled, since a scan that will not start is an image problem to fix in the image. It suits teams that run automated browsers and want continuous integration to block changes that weaken the fingerprint.
- Price
- Free
- Made by
- liarjsdev
- Category
- AI Skills
- Website
- github.com/liarjsdev/liarjs-skills/fingerprint-ci-gate
