Maturity

Recent 10k Newcomers

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

Data as of
August 23, 2026
Source
GitStarClub

Top repositories

1-100 of 202

Recent 10k Newcomers repositories by current stars

  1. 1
    TypeScript
  2. 2
    Shell
  3. 3
    affaan-m/ECC242.3k
    JavaScript
  4. 5
    Shell
  5. 8
    Python
  6. 10
    Python
  7. 11
    TypeScript
  8. 12
    Rust
  9. 14
    Unknown
  10. 15
    TypeScript
  11. 16
    Python
  12. 17
    JavaScript
  13. 18
    Rust
  14. 19
    TypeScript
  15. 20
    TypeScript
  16. 21
    Python
  17. 25
    Python
  18. 26
    ruvnet/ruflo68.9k
    TypeScript
  19. 27
    TypeScript
  20. 28
    TypeScript
  21. 30
    JavaScript
  22. 31
    tw93/Mole64.6k
    Shell
  23. 32
    JavaScript
  24. 33
    Python
  25. 34
    Python
  26. 35
    Python
  27. 37
    JavaScript
  28. 39
    Jupyter Notebook
  29. 41
    TypeScript
  30. 42
    Python
  31. 43
    Unknown
  32. 44
    TypeScript
  33. 46
    Python
  34. 47
    Python
  35. 48
    Python
  36. 49
    Python
  37. 51
    TypeScript
  38. 53
    TypeScript
  39. 54
    Jupyter Notebook
  40. 55
    Rust
  41. 58
    TypeScript
  42. 59
    Python
  43. 60
    TypeScript
  44. 61
    Shell
  45. 62
    Python
  46. 63
    TypeScript
  47. 64
    Rust
  48. 66
    TypeScript
  49. 67
    niri-wm/niri27.1k
    Rust
  50. 68
    Python
  51. 69
    TypeScript
  52. 70
    Rust
  53. 72
    Kotlin
  54. 73
    TypeScript
  55. 74
    Dockerfile
  56. 77
    TypeScript
  57. 79
    Python
  58. 80
    TypeScript
  59. 81
    Vue
  60. 82
    TypeScript
  61. 83
    Go
  62. 84
    dyad-sh/dyad21.3k
    TypeScript
  63. 85
    Unknown
  64. 86
    Python
  65. 87
    Unknown
  66. 88
    Python
  67. 89
    Kotlin
  68. 90
    astral-sh/ty19.5k
    Python
  69. 92
    TypeScript
  70. 93
    Python
  71. 95
    Ruby
  72. 97
    Python
  73. 98
    Python
  74. 100
    Rust
Browse all 202 repositories

Related categories

GitStarClub renders Maturity links from the category registry, using public flags, slugs, labels, and counts that were precomputed before the request.

Frequently asked questions

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.

Which repository leads Recent 10k Newcomers?

openclaw/openclaw leads Recent 10k Newcomers with 387.2k total stars.

Which repository follows openclaw/openclaw in Recent 10k Newcomers?

obra/superpowers follows in Recent 10k Newcomers with 276.3k total stars.

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.