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 55 pairs where that happens.
Same name, different skill13 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
- 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 jobs42 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
- AI SEO vs SEO AuditSEO
- Algorithmic Art vs Canvas DesignVisual
- Algorithmic Art vs Frontend DesignVisual
- Algorithmic Art vs Theme FactoryVisual
- Algorithmic Art vs Web Artifacts BuilderVisual
- Canvas Design vs Frontend DesignVisual
- Canvas Design vs Theme FactoryVisual
- Canvas Design vs Web Artifacts BuilderVisual
- 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
- Dependency Updater vs Semgrep Rule CreatorSecurity
- Dependency Updater vs What Leaked About YouSecurity
- Frontend Design vs Theme FactoryVisual
- Frontend Design vs Web Artifacts BuilderVisual
- Programmatic SEO vs SEO (addyosmani)SEO
- Programmatic SEO vs SEO (affaan-m)SEO
- Programmatic SEO vs SEO (agricidaniel)SEO
- Programmatic SEO vs SEO AuditSEO
- Secure Error Handling vs Security Review (affaan-m)Security
- Secure Error Handling vs Security Review (waybarrios)Security
- Secure Error Handling vs Security ReviewerSecurity
- Secure Error Handling vs Semgrep Rule CreatorSecurity
- Secure Error Handling vs What Leaked About YouSecurity
- Security Review (affaan-m) vs Security ReviewerSecurity
- Security Review (affaan-m) vs Semgrep Rule CreatorSecurity
- Security Review (affaan-m) vs What Leaked About YouSecurity
- Security Review (waybarrios) vs Security ReviewerSecurity
- Security Review (waybarrios) vs Semgrep Rule CreatorSecurity
- Security Review (waybarrios) vs What Leaked About YouSecurity
- Security Reviewer vs Semgrep Rule CreatorSecurity
- Security Reviewer vs What Leaked About YouSecurity
- 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