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NixOS/nixpkgs

1,202,981events in the captures
0models serving questions
2020 → 2026span of the captures
0results
oss · NixOS__nixpkgs · World model · public
01 · Data

Dataset versions

A dataset version is a capture of the source as of a date: its event spine and the files training reads.

1 dataset version

NixOS/nixpkgs NixOS__nixpkgs @ asof-2026-07-02

pooled8 member; recorded where it is (Modal, rezendi, vei-oss-data/NixOS__nixpkgs); see REPORT.md

llm_report · REPORT.md

NixOS__nixpkgs@asof-2026-07-02 — data stage report

Recorded 2026-10-13 as part of the OSS line's migration to the factory. The data already existed and nothing was rematerialized.

Inputs, by identity. GitHub's event API for NixOS/nixpkgs, materialized into the OSS canonical spine. Pooled8 member. The raw captures stay external, on the archive drive and Modal.

Output, by identity. canonical_events.jsonl, 1,202,981 events from 2020-01-03T00:26:12Z to 2026-07-02T09:26:36Z. The spine is recorded where it already is (Modal, rezendi, vei-oss-data/NixOS__nixpkgs) and not copied into the registry.

Drift. Ingest-time check (drift.json, drift.txt): 1,202,981 events over 79 periods | structural types excluded: none; 52 verb flags, 13 volume flags. The OSS runs split each stream at its own time quantile, so no single calendar split applies across the pooled streams, and no split-time check was run here. Its absence is a caveat on any result.

Receipts (2)
drift.json
{
  "era": {
    "n_periods": 79,
    "n_events": 1202981,
    "structural_types": [],
    "verb_flags": [
      {
        "period": "2026-02",
        "verb": "pr_commit",
        "kind": "spike",
        "count": 14911,
        "trailing_median": 46.0,
        "ratio": 324.1521739130435
      },
      {
        "period": "2026-01",
        "verb": "labeled",
        "kind": "spike",
        "count": 52393,
        "trailing_median": 1282.5,
        "ratio": 40.85224171539961
      },
      {
        "period": "2026-02",
        "verb": "labeled",
        "kind": "spike",
        "count": 52233,
        "trailing_median": 1282.5,
        "ratio": 40.72748538011696
      },
      {
        "period": "2025-12",
        "verb": "labeled",
        "kind": "spike",
        "count": 28198,
        "trailing_median": 992.5,
        "ratio": 28.411083123425694
      },
      {
        "period": "2026-01",
        "verb": "unlabeled",
        "kind": "spike",
        "count": 2909,
        "trailing_median": 108.0,
        "ratio": 26.935185185185187
      },
      {
        "period": "2026-02",
        "verb": "unlabeled",
        "kind": "spike",
        "count": 2744,
        "trailing_median": 114.0,
        "ratio": 24.07017543859649
      },
      {
        "period": "2026-02",
        "verb": "reopened",
        "kind": "spike",
        "count": 304,
        "trailing_median": 20.0,
        "ratio": 15.2
      },
      {
        "period": "2023-08",
        "verb": "issue_closed",
        "kind": "spike",
        "count": 375,
        "trailing_median": 26.0,
        "ratio": 14.423076923076923
      },
      {
        "period": "2025-12",
        "verb": "unlabeled",
        "kind": "spike",
        "count": 1294,
        "trailing_median": 95.5,
        "ratio": 13.549738219895287
      },
      {
        "period": "2023-09",
        "verb": "issue_closed",
        "kind": "spike",
        "count": 312,
        "trailing_median": 29.5,
        "ratio": 10.576271186440678
      },
      {
        "period": "2023-07",
        "verb": "issue_closed",
        "kind": "spike",
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        "trailing_median": 26.0,
        "ratio": 9.384615384615385
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      {
        "period": "2026-03",
        "verb": "renamed",
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        "trailing_median": 226.0,
        "ratio": 7.668141592920354
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      {
        "period": "2026-03",
        "verb": "pr_closed",
        "kind": "spike",
        "count": 817,
        "trailing_median": 125.0,
        "ratio": 6.536
      },
      {
        "period": "2026-01",
        "verb": "cross_referenced",
        "kind": "spike",
        "count": 4890,
        "trailing_median": 765.5,
        "ratio": 6.387981711299804
      },
      {
        "period": "2026-03",
        "verb": "head_force_pushed",
        "kind": "spike",
        "count": 6339,
        "trailing_median": 1093.0,
        "ratio": 5.799634034766697
      },
      {
        "period": "2026-02",
        "verb": "cross_referenced",
        "kind": "spike",
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        "trailing_median": 822.0,
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      {
        "period": "2025-07",
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        "trailing_median": 20.0,
        "ratio": 5.25
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      {
        "period": "2025-08",
        "verb": "unlabeled",
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        "trailing_median": 22.5,
        "ratio": 4.933333333333334
      },
      {
        "period": "2026-04",
        "verb": "connected",
        "kind": "spike",
        "count": 212,
        "trailing_median": 43.0,
        "ratio": 4.930232558139535
      },
      {
        "period": "2026-03",
        "verb": "review_commented",
        "kind": "spike",
        "count": 3918,
        "trailing_median": 865.0,
        "ratio": 4.5294797687861275
      },
      {
        "period": "2026-03",
        "verb": "pr_review",
        "kind": "spike",
        "count": 202,
        "trailing_median": 45.5,
        "ratio": 4.43956043956044
      },
      {
        "period": "2026-03",
        "verb": "ready_for_review",
        "kind": "spike",
        "count": 768,
        "trailing_median": 173.5,
        "ratio": 4.426512968299712
      },
      {
        "period": "2026-03",
        "verb": "review_approved",
        "kind": "spike",
        "count": 6296,
        "trailing_median": 1429.0,
        "ratio": 4.405878236529041
      },
      {
        "period": "2026-03",
        "verb": "pr_comment",
        "kind": "spike",
        "count": 14689,
        "trailing_median": 3367.5,
        "ratio": 4.361989606533037
      },
      {
        "period": "2026-03",
        "verb": "review_changes_requested",
        "kind": "spike",
        "count": 445,
        "trailing_median": 103.5,
        "ratio": 4.299516908212561
      },
      {
        "period": "2026-03",
        "verb": "review_inline_comment",
        "kind": "spike",
        "count": 5233,
        "trailing_median": 1218.0,
        "ratio": 4.296387520525451
      },
      {
        "period": "2026-03",
        "verb": "converted_to_draft",
        "kind": "spike",
        "count": 385,
        "trailing_median": 90.0,
        "ratio": 4.277777777777778
      },
      {
        "period": "2026-03",
        "verb": "unlabeled",
        "kind": "spike",
        "count": 2875,
        "trailing_median": 705.5,
        "ratio": 4.07512402551382
      },
      {
        "period": "2026-07",
        "verb": "issue_closed",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 699.0,
        "ratio": 0.0
      },
      {
        "period": "2026-07",
        "verb": "issue_opened",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 893.5,
        "ratio": 0.0
      },
      {
        "period": "2026-07",
        "verb": "assigned",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 95.0,
        "ratio": 0.0
      },
      {
        "period": "2026-07",
        "verb": "pr_review",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 230.0,
        "ratio": 0.0
      },
      {
        "period": "2026-07",
        "verb": "issue_comment",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 1978.5,
        "ratio": 0.0
      },
      {
        "period": "2026-07",
        "verb": "pr_opened",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 9039.5,
        "ratio": 0.0
      },
      {
        "period": "2026-07",
        "verb": "connected",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 156.0,
        "ratio": 0.0
      },
      {
        "period": "2026-07",
        "verb": "labeled",
        "kind": "dropout",
        "count": 38,
        "trailing_median": 52926.5,
        "ratio": 0.0007179768169064646
      },
      {
        "period": "2026-07",
        "verb": "review_requested",
        "kind": "dropout",
        "count": 18,
        "trailing_median": 13573.5,
        "ratio": 0.0013261133826942204
      },
      {
        "period": "2026-07",
        "verb": "review_approved",
        "kind": "dropout",
        "count": 20,
        "trailing_median": 6337.0,
        "ratio": 0.0031560675398453527
      },
      {
        "period": "2026-07",
        "verb": "cross_referenced",
        "kind": "dropout",
        "count": 18,
        "trailing_median": 4801.5,
        "ratio": 0.0037488284910965324
      },
      {
        "period": "2026-07",
        "verb": "pr_merged",
        "kind": "dropout",
        "count": 30,
        "trailing_median": 7363.5,
        "ratio": 0.004074149521287432
      },
      {
        "period": "2026-07",
        "verb": "ready_for_review",
        "kind": "dropout",
        "count": 4,
        "trailing_median": 790.5,
        "ratio": 0.005060088551549652
      },
      {
        "period": "2026-07",
        "verb": "pr_comment",
        "kind": "dropout",
        "count": 80,
        "trailing_median": 14738.5,
        "ratio": 0.005427960782983343
      },
      {
        "period": "2026-07",
        "verb": "pr_commit",
        "kind": "dropout",
        "count": 82,
        "trailing_median": 14886.0,
        "ratio": 0.005508531506113127
      },
      {
        "period": "2026-07",
        "verb": "reopened",
        "kind": "dropout",
        "count": 2,
        "trailing_median": 315.0,
        "ratio": 0.006349206349206349
      },
      {
        "period": "2026-07",
        "verb": "head_force_pushed",
        "kind": "dropout",
        "count": 44,
        "trailing_median": 6076.0,
        "ratio": 0.007241606319947334
      },
      {
        "period": "2026-07",
        "verb": "review_commented",
        "kind": "dropout",
        "count": 39,
        "trailing_median": 3953.0,
        "ratio": 0.00986592461421705
      },
      {
        "period": "2026-07",
        "verb": "review_inline_comment",
        "kind": "dropout",
        "count": 54,
        "trailing_median": 5263.5,
        "ratio": 0.010259333143345683
      },
      {
        "period": "2026-07",
        "verb": "review_changes_requested",
        "kind": "dropout",
        "count": 5,
        "trailing_median": 442.0,
        "ratio": 0.011312217194570135
      },
      {
        "period": "2026-07",
        "verb": "renamed",
        "kind": "dropout",
        "count": 26,
        "trailing_median": 1716.0,
        "ratio": 0.015151515151515152
      },
      {
        "period": "2026-07",
        "verb": "unlabeled",
        "kind": "dropout",
        "count": 60,
        "trailing_median": 2809.5,
        "ratio": 0.021356113187399894
      },
      {
        "period": "2026-07",
        "verb": "converted_to_draft",
        "kind": "dropout",
        "count": 10,
        "trailing_median": 371.5,
        "ratio": 0.026917900403768506
      },
      {
        "period": "2026-07",
        "verb": "pr_closed",
        "kind": "dropout",
        "count": 147,
        "trailing_median": 821.0,
        "ratio": 0.17904993909866018
      }
    ],
    "volume_flags": [
      {
        "period": "2020-11",
        "n_events": 632.0,
        "trailing_median": 413.0,
        "ratio": 1.5302663438256658
      },
      {
        "period": "2021-06",
        "n_events": 1112.0,
        "trailing_median": 654.0,
        "ratio": 1.7003058103975535
      },
      {
        "period": "2022-04",
        "n_events": 1428.0,
        "trailing_median": 775.5,
        "ratio": 1.8413926499032882
      },
      {
        "period": "2023-07",
        "n_events": 3494.0,
        "trailing_median": 1610.0,
        "ratio": 2.1701863354037267
      },
      {
        "period": "2023-08",
        "n_events": 3992.0,
        "trailing_median": 1691.0,
        "ratio": 2.36073329390893
      },
      {
        "period": "2023-09",
        "n_events": 3527.0,
        "trailing_median": 1884.0,
        "ratio": 1.8720806794055203
      },
      {
        "period": "2023-10",
        "n_events": 4524.0,
        "trailing_median": 2779.5,
        "ratio": 1.627630868861306
      },
      {
        "period": "2025-08",
        "n_events": 8312.0,
        "trailing_median": 5506.0,
        "ratio": 1.5096258626952415
      },
      {
        "period": "2025-12",
        "n_events": 79100.0,
        "trailing_median": 6555.5,
        "ratio": 12.06620395088094
      },
      {
        "period": "2026-01",
        "n_events": 151670.0,
        "trailing_median": 7948.0,
        "ratio": 19.08278812279819
      },
      {
        "period": "2026-02",
        "n_events": 144794.0,
        "trailing_median": 8009.0,
        "ratio": 18.07891122487202
      },
      {
        "period": "2026-03",
        "n_events": 153626.0,
        "trailing_median": 43403.0,
        "ratio": 3.5395249176324217
      },
      {
        "period": "2026-07",
        "n_events": 677.0,
        "trailing_median": 151303.5,
        "ratio": 0.004474450359707475
      }
    ],
    "trailing_periods": 6,
    "spike_ratio": 4.0
  },
  "split": null
}
drift.txt
[drift] 1,202,981 events over 79 periods | structural types excluded: none
[drift] ERA SUSPECT 2026-02: 'pr_commit' spike 14911 vs trailing median 46 (324.2x)
[drift] ERA SUSPECT 2026-01: 'labeled' spike 52393 vs trailing median 1282.5 (40.9x)
[drift] ERA SUSPECT 2026-02: 'labeled' spike 52233 vs trailing median 1282.5 (40.7x)
[drift] ERA SUSPECT 2025-12: 'labeled' spike 28198 vs trailing median 992.5 (28.4x)
[drift] ERA SUSPECT 2026-01: 'unlabeled' spike 2909 vs trailing median 108 (26.9x)
[drift] ERA SUSPECT 2026-02: 'unlabeled' spike 2744 vs trailing median 114 (24.1x)
[drift] ERA SUSPECT 2026-02: 'reopened' spike 304 vs trailing median 20 (15.2x)
[drift] ERA SUSPECT 2023-08: 'issue_closed' spike 375 vs trailing median 26 (14.4x)
[drift] ERA SUSPECT 2025-12: 'unlabeled' spike 1294 vs trailing median 95.5 (13.5x)
[drift] ERA SUSPECT 2023-09: 'issue_closed' spike 312 vs trailing median 29.5 (10.6x)
[drift] ERA SUSPECT 2023-07: 'issue_closed' spike 244 vs trailing median 26 (9.4x)
[drift] ERA SUSPECT 2026-03: 'renamed' spike 1733 vs trailing median 226 (7.7x)
[drift] ERA SUSPECT 2026-03: 'pr_closed' spike 817 vs trailing median 125 (6.5x)
[drift] ERA SUSPECT 2026-01: 'cross_referenced' spike 4890 vs trailing median 765.5 (6.4x)
[drift] ERA SUSPECT 2026-03: 'head_force_pushed' spike 6339 vs trailing median 1093 (5.8x)
[drift] ERA SUSPECT 2026-02: 'cross_referenced' spike 4667 vs trailing median 822 (5.7x)
[drift] ERA SUSPECT 2025-07: 'unlabeled' spike 105 vs trailing median 20 (5.2x)
[drift] ERA SUSPECT 2025-08: 'unlabeled' spike 111 vs trailing median 22.5 (4.9x)
[drift] ERA SUSPECT 2026-04: 'connected' spike 212 vs trailing median 43 (4.9x)
[drift] ERA SUSPECT 2026-03: 'review_commented' spike 3918 vs trailing median 865 (4.5x)
[drift] ERA SUSPECT 2026-03: 'pr_review' spike 202 vs trailing median 45.5 (4.4x)
[drift] ERA SUSPECT 2026-03: 'ready_for_review' spike 768 vs trailing median 173.5 (4.4x)
[drift] ERA SUSPECT 2026-03: 'review_approved' spike 6296 vs trailing median 1429 (4.4x)
[drift] ERA SUSPECT 2026-03: 'pr_comment' spike 14689 vs trailing median 3367.5 (4.4x)
[drift] ERA SUSPECT 2026-03: 'review_changes_requested' spike 445 vs trailing median 103.5 (4.3x)
[drift] ERA SUSPECT 2026-03: 'review_inline_comment' spike 5233 vs trailing median 1218 (4.3x)
[drift] ERA SUSPECT 2026-03: 'converted_to_draft' spike 385 vs trailing median 90 (4.3x)
[drift] ERA SUSPECT 2026-03: 'unlabeled' spike 2875 vs trailing median 705.5 (4.1x)
[drift] ERA SUSPECT 2026-07: 'issue_closed' dropout 0 vs trailing median 699 (0.0x)
[drift] ERA SUSPECT 2026-07: 'issue_opened' dropout 0 vs trailing median 893.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'assigned' dropout 0 vs trailing median 95 (0.0x)
[drift] ERA SUSPECT 2026-07: 'pr_review' dropout 0 vs trailing median 230 (0.0x)
[drift] ERA SUSPECT 2026-07: 'issue_comment' dropout 0 vs trailing median 1978.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'pr_opened' dropout 0 vs trailing median 9039.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'connected' dropout 0 vs trailing median 156 (0.0x)
[drift] ERA SUSPECT 2026-07: 'labeled' dropout 38 vs trailing median 52926.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'review_requested' dropout 18 vs trailing median 13573.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'review_approved' dropout 20 vs trailing median 6337 (0.0x)
[drift] ERA SUSPECT 2026-07: 'cross_referenced' dropout 18 vs trailing median 4801.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'pr_merged' dropout 30 vs trailing median 7363.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'ready_for_review' dropout 4 vs trailing median 790.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'pr_comment' dropout 80 vs trailing median 14738.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'pr_commit' dropout 82 vs trailing median 14886 (0.0x)
[drift] ERA SUSPECT 2026-07: 'reopened' dropout 2 vs trailing median 315 (0.0x)
[drift] ERA SUSPECT 2026-07: 'head_force_pushed' dropout 44 vs trailing median 6076 (0.0x)
[drift] ERA SUSPECT 2026-07: 'review_commented' dropout 39 vs trailing median 3953 (0.0x)
[drift] ERA SUSPECT 2026-07: 'review_inline_comment' dropout 54 vs trailing median 5263.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'review_changes_requested' dropout 5 vs trailing median 442 (0.0x)
[drift] ERA SUSPECT 2026-07: 'renamed' dropout 26 vs trailing median 1716 (0.0x)
[drift] ERA SUSPECT 2026-07: 'unlabeled' dropout 60 vs trailing median 2809.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'converted_to_draft' dropout 10 vs trailing median 371.5 (0.0x)
[drift] ERA SUSPECT 2026-07: 'pr_closed' dropout 147 vs trailing median 821 (0.2x)
[drift] VOLUME 2020-11: 632 events vs trailing median 413 (1.53x)
[drift] VOLUME 2021-06: 1,112 events vs trailing median 654 (1.70x)
[drift] VOLUME 2022-04: 1,428 events vs trailing median 776 (1.84x)
[drift] VOLUME 2023-07: 3,494 events vs trailing median 1,610 (2.17x)
[drift] VOLUME 2023-08: 3,992 events vs trailing median 1,691 (2.36x)
[drift] VOLUME 2023-09: 3,527 events vs trailing median 1,884 (1.87x)
[drift] VOLUME 2023-10: 4,524 events vs trailing median 2,780 (1.63x)
[drift] VOLUME 2025-08: 8,312 events vs trailing median 5,506 (1.51x)
[drift] VOLUME 2025-12: 79,100 events vs trailing median 6,556 (12.07x)
[drift] VOLUME 2026-01: 151,670 events vs trailing median 7,948 (19.08x)
[drift] VOLUME 2026-02: 144,794 events vs trailing median 8,009 (18.08x)
[drift] VOLUME 2026-03: 153,626 events vs trailing median 43,403 (3.54x)
[drift] VOLUME 2026-07: 677 events vs trailing median 151,304 (0.00x)
4 files, 1.16 GB
  • Event spine · 1 file1.16 GB
  • canonical_events.jsonl75e2120c47be1.16 GB
  • Receipt · 2 files18 kB
  • drift.json89c8d4b515a412 kB
  • drift.txteb2c4abc577b5 kB
  • Phase_report · 1 file976 B
  • REPORT.md4e9c7043e67a976 B
Events
1,202,981 in 1 stream
Span
3 Jan 2020 → 2 Jul 2026
Source
GitHub events API
Published
13 Oct 2026
0 modelsnothing trained over it yet
02 · Features

Featurization

An Atlas recipe declares how events become model inputs.

No feature recipe has been recorded.

An Atlas recipe appears here once a run that names it is published, or once the recipe itself is registered.

03 · Training

Recipes and runs

A Praxis recipe fixes the model, the objective and the split.

No run has been published.

A run is one execution of a training recipe over named dataset versions. The first one born inside the platform will appear here with its launch.

04 · Evaluation

How it compares to other methods

No results have been published for this project.

A result is a cell: the config, the target at a horizon, the arm and head, the split, the numbers and their provenance.

Needed
an eval config and an eval run of a published model
05 · Serving

Ask the model

If the query service is cold, it will need a few minutes to warm up.

Serving

idle

Nothing is serving yet.

A published run with a report or a query surface answers here.