visual-regression
Skill0 starsChanged 3 days agoMITView on GitHub
Detect unintended visual changes with stable, representative screenshots and human review of meaningful differences.
8 other projects use a version of this.
Adopted by
Most recently taken up by
- DnsQueen/orcinus-skillstheir own version, first seen Nov 8, 2026
- HsuanYuLee/polaristheir own version, first seen Nov 5, 2026
- ravidsrk/agent-skillstheir own version, first seen Nov 1, 2026
- ahilles107/gravitytheir own version, first seen Oct 2, 2026
- CaduS0uza/qa-supremetheir own version, first seen Sep 10, 2026
- mlopscommunity/Coding-Agents-Conference-skillstheir own version, first seen Mar 4, 2026
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
- alekspetrov/navigator★ 355same name
- qf-studio/navigator★ 355same name
- mlopscommunity/Coding-Agents-Conference-skills★ 38same name
- ahilles107/gravity★ 22same name
- HsuanYuLee/polaris★ 5same name
- CaduS0uza/qa-supreme★ 1same name
- DnsQueen/orcinus-skills★ 1same name
- ravidsrk/agent-skills★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository34 other files it gives its agents.
- accessibilitySkill
- admin-panelSkill
- ai-agent-interfaceSkill
- ai-chat-interfaceSkill
- ai-dashboardSkill
- ai-engineeringSkill
- analytics-and-data-visualizationSkill
- animation-and-motionSkill
- api-engineeringSkill
- authentication-and-rbacSkill
- backend-architectureSkill
- component-engineeringSkill
- dashboard-designSkill
- database-engineeringSkill
- design-intelligenceSkill
- design-systemsSkill
- frontend-engineeringSkill
- iconographySkill
- image-art-directionSkill
- integrations-and-webhooksSkill
- javascript-typescriptSkill
- performance-optimizationSkill
- premium-landing-pagesSkill
- python-engineeringSkill
- rag-and-knowledge-systemsSkill
- responsive-designSkill
- saas-dashboardSkill
- security-engineeringSkill
- super-admin-panelSkill
- testing-and-qualitySkill
- unslop-engineSkill
- ux-researchSkill
- visual-designSkill
- website-architectureSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 5 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Use for shared components, design-system changes, high-value pages, or layouts where unintended visual shifts are costly.
- Distinctive: line 15
Do not add screenshot tests for every page when they create noisy, expensive maintenance without meaningful coverage.
- Distinctive: line 31
Update snapshots only with an explained, reviewed product change.
- Distinctive: line 37
Do not mask broad regions to make tests pass.
- Distinctive: line 38
Keep dynamic content deterministic and masks narrow.
“Common” is measured: kept by at least 6 in 10 of the 8 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Visual Regression
When to use
Use for shared components, design-system changes, high-value pages, or layouts where unintended visual shifts are costly.
When not to use
Do not add screenshot tests for every page when they create noisy, expensive maintenance without meaningful coverage.
Inputs and assumptions
Identify representative routes, viewports, states, fonts, data fixtures, browser environment, and acceptable dynamic differences.
Workflow
- Select high-risk pages and states with a reason for inclusion.
- Make test data, fonts, viewport, browser, and animation behavior deterministic.
- Capture baseline and candidate screenshots under matching conditions.
- Review diffs in context; distinguish intentional design changes from clipping, missing content, font shifts, and state regressions.
- Update snapshots only with an explained, reviewed product change.
- Pair screenshots with behavior, accessibility, and responsive tests.
Decision rules
- Pixel diffs are signals, not proof of a defect.
- Do not mask broad regions to make tests pass.
- Keep dynamic content deterministic and masks narrow.
- Preserve keyboard and interaction checks; a screenshot cannot test them.
Example
For a navigation redesign, capture desktop and mobile layouts plus open-menu state; test focus order and Escape behavior separately.
Common failures
- Unreviewed snapshot refreshes.
- Flaky fonts, time, data, or animation.
- Testing only one viewport or static state.
Validation
Confirm determinism, representative coverage, intentional diff review, separate interaction/accessibility checks, and actionable failure output.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

