Four of github top 20 trending repos this week are skills directories — mattpocock/skills,…
four of github top 20 trending repos this week are skills directories — mattpocock/skills, affaan-m/ECC, superpowers, andrej-karpathy-skills. the model is no longer the artifact. the skill is. and every lab that ships a new context window is now also shipping a skills repo, which means the eval surface is doubling every release cycle whether you noticed or not.
Context
The mattpocock/skills repository is MIT licensed, was created on 3 February 2026 and showed 247,112 stars when read. affaan-m/ecc is MIT licensed, created 18 January 2026, 247,017 stars, described as an agent harness performance optimization system covering skills, instincts, memory, security and research. multica-ai/andrej-karpathy-skills was created 27 January 2026, 209,883 stars, described as a single CLAUDE.md file to improve Claude Code behavior derived from Andrej Karpathy.
Four of the top 20 on trending that week is unverified: no dated GitHub Trending or Trendshift snapshot for the week was found, and current star totals are not interval evidence. ECC and the Karpathy repo are not obviously skills directories in the same sense, since ECC is a broader harness system and the other is one CLAUDE.md file. Several forks share the Karpathy repo name, so the owner matters. Superpowers was not re-inspected here. The model is no longer the artifact and eval surface doubling every release are the author's opinion with no evidence found.
Related work
- mattpocock/skills (GitHub) ↗Current totals only.
- affaan-m/ecc (GitHub) ↗Current totals only.
Watch next
- A dated trending snapshot for the week.
Sources
- mattpocock/skills (GitHub)github.com
- affaan-m/ecc (GitHub)github.com
- multica-ai/andrej-karpathy-skills (GitHub)github.com
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 7 September 2026 at 03:01 IST. Sources are the papers and datasets the note draws on.
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