diff --git a/README.md b/README.md
index 848f1b0..80dcbd2 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,7 @@ When I'm not wrangling data or responding to emergencies, I enjoy exploring my h
 
 Here are some of the technologies I work with:
 
-[![My technical skills: R, Python, Git, GitHub, GitHub Actions, and Docker](https://skillicons.dev/icons?i=r,python,git,github,githubactions,docker "My technical skills")](https://skillicons.dev)
+[![My technical skills: R, Python, Git, GitHub, GitHub Actions, and Docker](https://skillicons.dev/icons?i=r,python,git,github,githubactions,docker)](https://skillicons.dev "My technical skills")
 
 I'm particularly proficient in R's `tidyverse` ecosystem for data manipulation and visualisation, and I have extensive experience in mentoring and training others in these skills.
 
@@ -29,19 +29,19 @@ Here are some of the projects I'm proud to have worked on:
 *   **[phsmethods](https://github.com/Public-Health-Scotland/phsmethods "View the phsmethods package on GitHub"):** A collection of standardised methods for common analytical tasks in Public Health Scotland, improving efficiency and reproducibility.
 *   **[phsopendata](https://github.com/Public-Health-Scotland/phsopendata "View the phsopendata package on GitHub"):** A package that simplifies access to data from the Scottish Health and Social Care Open Data platform.
 *   **[phslookups](https://github.com/Public-Health-Scotland/phslookups "View the phslookups package on GitHub"):** A package for working with PHS lookup files.
-*   **[phstemplates](https://github.com/Public-Health-Scotland/phstemplates "View the phstemplates package on GitHub"):** An R package for creating standardised R projects and documents at Public Health Scotland. The functionality from [~~`phssensitivitylabels`~~](https://github.com/Moohan/phssensitivitylabels "View the phssensitivitylabels package on GitHub") has been incorporated into this package.
+*   **[phstemplates](https://github.com/Public-Health-Scotland/phstemplates "View the phstemplates package on GitHub"):** An R package for creating standardised R projects and documents at Public Health Scotland. The functionality from [~~`phssensitivitylabels`~~](https://github.com/Moohan/phssensitivitylabels "View the phssensitivitylabels package on GitHub") (deprecated) has been incorporated into this package.
 
 ## GitHub Stats
 
 Here's a snapshot of my GitHub activity:
 
-[![A GitHub stats card showing James Hayes's contributions, stars, commits, and PRs.](https://github-readme-stats.vercel.app/api?username=Moohan&show_icons=true&theme=radical "My GitHub stats")](https://github.com/anuraghazra/github-readme-stats)
-[![A card showing James Hayes's top languages on GitHub.](https://github-readme-stats.vercel.app/api/top-langs/?username=Moohan&layout=compact&theme=radical "My top languages")](https://github.com/anuraghazra/github-readme-stats)
+[![A GitHub stats card showing James Hayes's contributions, stars, commits, and PRs.](https://github-readme-stats.vercel.app/api?username=Moohan&show_icons=true&theme=radical)](https://github.com/Moohan "View James Hayes's GitHub profile")
+[![A card showing James Hayes's top languages on GitHub.](https://github-readme-stats.vercel.app/api/top-langs/?username=Moohan&layout=compact&theme=radical)](https://github.com/Moohan "View James Hayes's GitHub profile")
 
 ## Contact
 
 I prefer to be contacted by email. You can reach me at the email address associated with my GitHub account.
 
-[![ORCID profile for James Hayes with ID 0000-0002-5380-2029](https://img.shields.io/badge/ORCID-0000--0002--5380--2029-a6ce39?style=social&logo=orcid "My ORCID profile")](https://orcid.org/0000-0002-5380-2029)
-[![Mastodon profile for James Hayes (@james_mcmahon@mastodon.scot)](https://img.shields.io/badge/Mastodon-@james__mcmahon@mastodon.scot-6364ff?style=social&logo=mastodon "My Mastodon profile")](https://mastodon.scot/@james_mcmahon)
-[![Bluesky profile for James Hayes (@strathview.uk)](https://img.shields.io/badge/Bluesky-@strathview.uk-1da1f2?style=social&logo=bluesky "My Bluesky profile")](https://bsky.app/profile/strathview.uk)
+[![ORCID profile for James Hayes with ID 0000-0002-5380-2029](https://img.shields.io/badge/ORCID-0000--0002--5380--2029-a6ce39?style=social&logo=orcid)](https://orcid.org/0000-0002-5380-2029 "View James Hayes's ORCID profile")
+[![Mastodon profile for James Hayes (@james_mcmahon@mastodon.scot)](https://img.shields.io/badge/Mastodon-@james__mcmahon@mastodon.scot-6364ff?style=social&logo=mastodon)](https://mastodon.scot/@james_mcmahon "View James Hayes's Mastodon profile")
+[![Bluesky profile for James Hayes (@strathview.uk)](https://img.shields.io/badge/Bluesky-@strathview.uk-1da1f2?style=social&logo=bluesky)](https://bsky.app/profile/strathview.uk "View James Hayes's Bluesky profile")