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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",
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        "kind": "spike",
        "count": 1294,
        "trailing_median": 95.5,
        "ratio": 13.549738219895287
      },
      {
        "period": "2023-09",
        "verb": "issue_closed",
        "kind": "spike",
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        "trailing_median": 29.5,
        "ratio": 10.576271186440678
      },
      {
        "period": "2023-07",
        "verb": "issue_closed",
        "kind": "spike",
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        "ratio": 9.384615384615385
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      {
        "period": "2026-03",
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        "trailing_median": 226.0,
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      {
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        "count": 817,
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        "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
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      {
        "period": "2026-02",
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        "kind": "spike",
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        "period": "2025-07",
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        "ratio": 5.25
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      {
        "period": "2025-08",
        "verb": "unlabeled",
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        "trailing_median": 22.5,
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      },
      {
        "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
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      {
        "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
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      {
        "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",
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        "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

The models of record and their headline evaluations. Every result includes the ablations and earlier variants.

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.