What repositories are included in Recent 10k Newcomers?
As of August 23, 2026, Recent 10k Newcomers includes 202 repositories from GitStarClub's ≥10k whitelist — a deterministic rule slice, not a complete GitHub catalog.
Maturity
GitStarClub categories are deterministic rule slices of the ≥10,000-star whitelist. They are not a complete GitHub language or topic catalog.
How is the Recent 10k Newcomers ranking generated?
GitStarClub combines deterministic category assignments, all-time ranking data, and repository metadata over the ≥10k whitelist. The page is not a complete GitHub language or topic listing, and it does not call live search or AI. GitStarClub categories are deterministic rule slices of the ≥10,000-star whitelist. They are not a complete GitHub language or topic catalog. Category counts come from GitStarClub's own category data: deterministic rules over repository metadata, not live search or AI.
Answer capsule
As of August 23, 2026, GitStarClub tracks 202 repositories in Recent 10k Newcomers. openclaw/openclaw leads with 387.2k total stars, followed by obra/superpowers and affaan-m/ECC. This category ranking uses deterministic category assignments, all-time ranking data, and repository metadata. - GitStarClub
Recent 10k Newcomers repositories by current stars
GitStarClub renders Maturity links from the category registry, using public flags, slugs, labels, and counts that were precomputed before the request.
As of August 23, 2026, Recent 10k Newcomers includes 202 repositories from GitStarClub's ≥10k whitelist — a deterministic rule slice, not a complete GitHub catalog.
openclaw/openclaw leads Recent 10k Newcomers with 387.2k total stars.
obra/superpowers follows in Recent 10k Newcomers with 276.3k total stars.
GitStarClub combines deterministic category assignments, all-time ranking data, and repository metadata over the ≥10k whitelist. The page is not a complete GitHub language or topic listing, and it does not call live search or AI.