Comparisons
Which Claude skill?
When an agent picks the wrong skill, it is almost never because the skill was bad. It is because two descriptions overlapped and it matched the nearer one. These are the 62 pairs where that happens.
Same name, different skill14 pairs
These install under the same name. Four separate skills are called accessibility; three are called security-review. If you have two of them on disk, the one that runs is a coin toss.
- Accessibility (addyosmani) vs Accessibility (affaan-m)Accessibility · same name
- Accessibility (addyosmani) vs Accessibility (jezweb)Accessibility · same name
- Accessibility (addyosmani) vs Accessibility (microsoft)Accessibility · same name
- Accessibility (affaan-m) vs Accessibility (jezweb)Accessibility · same name
- Accessibility (affaan-m) vs Accessibility (microsoft)Accessibility · same name
- Accessibility (jezweb) vs Accessibility (microsoft)Accessibility · same name
- Code Reviewer (Jeff Allan) vs Code Reviewer (CodeRabbit)Workflow · same name
- Git Workflow (jezweb) vs Git Workflow (ruvnet)VCS · same name
- Security Review (affaan-m) vs Security Review (Sentry)Security · same name
- Security Review (affaan-m) vs Security Review (waybarrios)Security · same name
- Security Review (Sentry) vs Security Review (waybarrios)Security · same name
- SEO (addyosmani) vs SEO (affaan-m)SEO · same name
- SEO (addyosmani) vs SEO (agricidaniel)SEO · same name
- SEO (affaan-m) vs SEO (agricidaniel)SEO · same name
Different names, overlapping jobs48 pairs
Drawn from the densest families, where the skills sit closest together and the descriptions an agent reads look most alike.
- AI SEO vs Programmatic SEOSEO
- AI SEO vs SEO (addyosmani)SEO
- AI SEO vs SEO (affaan-m)SEO
- AI SEO vs SEO (agricidaniel)SEO
- Algorithmic Art vs BrandkitVisual
- Algorithmic Art vs Canvas DesignVisual
- Algorithmic Art vs Imagegen Frontend MobileVisual
- Algorithmic Art vs Imagegen Frontend WebVisual
- Brandkit vs Canvas DesignVisual
- Brandkit vs Imagegen Frontend MobileVisual
- Brandkit vs Imagegen Frontend WebVisual
- Canvas Design vs Imagegen Frontend MobileVisual
- Canvas Design vs Imagegen Frontend WebVisual
- Dependency Updater vs Secure Error HandlingSecurity
- Dependency Updater vs Security Review (affaan-m)Security
- Dependency Updater vs Security Review (waybarrios)Security
- Dependency Updater vs Security ReviewerSecurity
- Design Taste Frontend vs Frontend DesignVisual
- Design Taste Frontend vs GPT TasteVisual
- Design Taste Frontend vs High End Visual DesignVisual
- Design Taste Frontend vs Image to CodeVisual
- Frontend Design vs GPT TasteVisual
- Frontend Design vs High End Visual DesignVisual
- Frontend Design vs Image to CodeVisual
- GPT Taste vs High End Visual DesignVisual
- GPT Taste vs Image to CodeVisual
- High End Visual Design vs Image to CodeVisual
- Imagegen Frontend Mobile vs Imagegen Frontend WebVisual
- Industrial Brutalist UI vs Minimalist UIVisual
- Industrial Brutalist UI vs Theme FactoryVisual
- Industrial Brutalist UI vs Web Artifacts BuilderVisual
- Minimalist UI vs Theme FactoryVisual
- Minimalist UI vs Web Artifacts BuilderVisual
- Programmatic SEO vs SEO (addyosmani)SEO
- Programmatic SEO vs SEO (affaan-m)SEO
- Programmatic SEO vs SEO (agricidaniel)SEO
- Secure Error Handling vs Security Review (affaan-m)Security
- Secure Error Handling vs Security Review (waybarrios)Security
- Secure Error Handling vs Security ReviewerSecurity
- Security Review (affaan-m) vs Security ReviewerSecurity
- Security Review (affaan-m) vs Semgrep Rule CreatorSecurity
- Security Review (waybarrios) vs Security ReviewerSecurity
- Security Review (waybarrios) vs Semgrep Rule CreatorSecurity
- Semgrep Rule Creator vs What Leaked About YouSecurity
- SEO (addyosmani) vs SEO AuditSEO
- SEO (affaan-m) vs SEO AuditSEO
- SEO (agricidaniel) vs SEO AuditSEO
- Theme Factory vs Web Artifacts BuilderVisual
Telling them apart on a page is easy. Telling them apart in ten seconds is the game.
Today's session