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tryghost/ghost

187,030events in the captures
0models serving questions
2020 → 2026span of the captures
0results
oss · tryghost__ghost · 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

tryghost/ghost tryghost__ghost @ asof-2026-07-18

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

llm_report · REPORT.md

tryghost__ghost@asof-2026-07-18 — 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 tryghost/ghost, 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, 187,030 events from 2020-01-01T22:19:49Z to 2026-07-17T23:45:43Z. The spine is recorded where it already is (Modal, rezendi, vei-oss-data/tryghost__ghost) and not copied into the registry.

Drift. Ingest-time check (drift.json, drift.txt): 187,030 events over 79 periods | structural types excluded: none; 43 verb flags, 26 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": 187030,
    "structural_types": [],
    "verb_flags": [
      {
        "period": "2025-03",
        "verb": "cross_referenced",
        "kind": "spike",
        "count": 675,
        "trailing_median": 23.5,
        "ratio": 28.72340425531915
      },
      {
        "period": "2022-04",
        "verb": "review_inline_comment",
        "kind": "spike",
        "count": 174,
        "trailing_median": 20.5,
        "ratio": 8.487804878048781
      },
      {
        "period": "2025-07",
        "verb": "review_approved",
        "kind": "spike",
        "count": 189,
        "trailing_median": 22.5,
        "ratio": 8.4
      },
      {
        "period": "2025-09",
        "verb": "labeled",
        "kind": "spike",
        "count": 483,
        "trailing_median": 62.0,
        "ratio": 7.790322580645161
      },
      {
        "period": "2025-07",
        "verb": "review_requested",
        "kind": "spike",
        "count": 181,
        "trailing_median": 26.0,
        "ratio": 6.961538461538462
      },
      {
        "period": "2025-04",
        "verb": "cross_referenced",
        "kind": "spike",
        "count": 343,
        "trailing_median": 57.0,
        "ratio": 6.017543859649122
      },
      {
        "period": "2026-04",
        "verb": "head_force_pushed",
        "kind": "spike",
        "count": 2518,
        "trailing_median": 441.5,
        "ratio": 5.703284258210646
      },
      {
        "period": "2020-07",
        "verb": "head_force_pushed",
        "kind": "spike",
        "count": 657,
        "trailing_median": 122.0,
        "ratio": 5.385245901639344
      },
      {
        "period": "2024-09",
        "verb": "review_commented",
        "kind": "spike",
        "count": 124,
        "trailing_median": 23.5,
        "ratio": 5.276595744680851
      },
      {
        "period": "2021-02",
        "verb": "review_requested",
        "kind": "spike",
        "count": 115,
        "trailing_median": 22.0,
        "ratio": 5.2272727272727275
      },
      {
        "period": "2024-09",
        "verb": "review_inline_comment",
        "kind": "spike",
        "count": 154,
        "trailing_median": 29.5,
        "ratio": 5.220338983050848
      },
      {
        "period": "2026-04",
        "verb": "pr_closed",
        "kind": "spike",
        "count": 238,
        "trailing_median": 46.5,
        "ratio": 5.118279569892473
      },
      {
        "period": "2022-05",
        "verb": "labeled",
        "kind": "spike",
        "count": 92,
        "trailing_median": 20.5,
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      },
      {
        "period": "2021-10",
        "verb": "pr_merged",
        "kind": "spike",
        "count": 227,
        "trailing_median": 51.0,
        "ratio": 4.450980392156863
      },
      {
        "period": "2025-10",
        "verb": "labeled",
        "kind": "spike",
        "count": 302,
        "trailing_median": 69.0,
        "ratio": 4.3768115942028984
      },
      {
        "period": "2025-03",
        "verb": "pr_comment",
        "kind": "spike",
        "count": 549,
        "trailing_median": 128.5,
        "ratio": 4.272373540856031
      },
      {
        "period": "2021-10",
        "verb": "pr_opened",
        "kind": "spike",
        "count": 275,
        "trailing_median": 68.5,
        "ratio": 4.014598540145985
      },
      {
        "period": "2023-06",
        "verb": "labeled",
        "kind": "spike",
        "count": 94,
        "trailing_median": 23.5,
        "ratio": 4.0
      },
      {
        "period": "2023-11",
        "verb": "labeled",
        "kind": "spike",
        "count": 166,
        "trailing_median": 41.5,
        "ratio": 4.0
      },
      {
        "period": "2021-12",
        "verb": "review_inline_comment",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 23.5,
        "ratio": 0.0
      },
      {
        "period": "2021-12",
        "verb": "review_commented",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 23.0,
        "ratio": 0.0
      },
      {
        "period": "2024-02",
        "verb": "assigned",
        "kind": "dropout",
        "count": 0,
        "trailing_median": 26.5,
        "ratio": 0.0
      },
      {
        "period": "2024-01",
        "verb": "assigned",
        "kind": "dropout",
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        "trailing_median": 53.0,
        "ratio": 0.018867924528301886
      },
      {
        "period": "2022-06",
        "verb": "review_commented",
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        "count": 2,
        "trailing_median": 47.0,
        "ratio": 0.0425531914893617
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      {
        "period": "2022-06",
        "verb": "review_requested",
        "kind": "dropout",
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        "trailing_median": 37.0,
        "ratio": 0.05405405405405406
      },
      {
        "period": "2022-06",
        "verb": "review_inline_comment",
        "kind": "dropout",
        "count": 4,
        "trailing_median": 49.5,
        "ratio": 0.08080808080808081
      },
      {
        "period": "2022-06",
        "verb": "pr_merged",
        "kind": "dropout",
        "count": 9,
        "trailing_median": 111.0,
        "ratio": 0.08108108108108109
      },
      {
        "period": "2022-06",
        "verb": "head_force_pushed",
        "kind": "dropout",
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        "trailing_median": 319.5,
        "ratio": 0.081377151799687
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      {
        "period": "2022-06",
        "verb": "assigned",
        "kind": "dropout",
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        "trailing_median": 112.0,
        "ratio": 0.08928571428571429
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      {
        "period": "2025-08",
        "verb": "cross_referenced",
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        "count": 33,
        "trailing_median": 325.0,
        "ratio": 0.10153846153846154
      },
      {
        "period": "2022-06",
        "verb": "review_approved",
        "kind": "dropout",
        "count": 3,
        "trailing_median": 28.5,
        "ratio": 0.10526315789473684
      },
      {
        "period": "2024-04",
        "verb": "review_commented",
        "kind": "dropout",
        "count": 4,
        "trailing_median": 38.0,
        "ratio": 0.10526315789473684
      },
      {
        "period": "2022-06",
        "verb": "labeled",
        "kind": "dropout",
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        "trailing_median": 26.0,
        "ratio": 0.11538461538461539
      },
      {
        "period": "2020-12",
        "verb": "pr_comment",
        "kind": "dropout",
        "count": 6,
        "trailing_median": 42.0,
        "ratio": 0.14285714285714285
      },
      {
        "period": "2023-12",
        "verb": "assigned",
        "kind": "dropout",
        "count": 12,
        "trailing_median": 83.0,
        "ratio": 0.14457831325301204
      },
      {
        "period": "2025-09",
        "verb": "cross_referenced",
        "kind": "dropout",
        "count": 50,
        "trailing_median": 325.0,
        "ratio": 0.15384615384615385
      },
      {
        "period": "2024-04",
        "verb": "review_inline_comment",
        "kind": "dropout",
        "count": 6,
        "trailing_median": 38.5,
        "ratio": 0.15584415584415584
      },
      {
        "period": "2021-05",
        "verb": "pr_comment",
        "kind": "dropout",
        "count": 5,
        "trailing_median": 29.5,
        "ratio": 0.1694915254237288
      },
      {
        "period": "2022-06",
        "verb": "pr_opened",
        "kind": "dropout",
        "count": 26,
        "trailing_median": 150.5,
        "ratio": 0.17275747508305647
      },
      {
        "period": "2022-09",
        "verb": "pr_closed",
        "kind": "dropout",
        "count": 11,
        "trailing_median": 61.0,
        "ratio": 0.18032786885245902
      },
      {
        "period": "2022-06",
        "verb": "pr_comment",
        "kind": "dropout",
        "count": 34,
        "trailing_median": 185.0,
        "ratio": 0.1837837837837838
      },
      {
        "period": "2022-06",
        "verb": "pr_commit",
        "kind": "dropout",
        "count": 53,
        "trailing_median": 271.5,
        "ratio": 0.19521178637200737
      },
      {
        "period": "2024-02",
        "verb": "head_force_pushed",
        "kind": "dropout",
        "count": 34,
        "trailing_median": 163.5,
        "ratio": 0.20795107033639143
      }
    ],
    "volume_flags": [
      {
        "period": "2020-07",
        "n_events": 1106.0,
        "trailing_median": 464.0,
        "ratio": 2.3836206896551726
      },
      {
        "period": "2020-11",
        "n_events": 1149.0,
        "trailing_median": 682.0,
        "ratio": 1.68475073313783
      },
      {
        "period": "2020-12",
        "n_events": 401.0,
        "trailing_median": 900.0,
        "ratio": 0.44555555555555554
      },
      {
        "period": "2021-01",
        "n_events": 1067.0,
        "trailing_median": 682.0,
        "ratio": 1.564516129032258
      },
      {
        "period": "2021-02",
        "n_events": 1609.0,
        "trailing_median": 682.0,
        "ratio": 2.3592375366568916
      },
      {
        "period": "2021-05",
        "n_events": 590.0,
        "trailing_median": 1211.5,
        "ratio": 0.48699958728848536
      },
      {
        "period": "2021-07",
        "n_events": 659.0,
        "trailing_median": 1280.0,
        "ratio": 0.51484375
      },
      {
        "period": "2021-10",
        "n_events": 2386.0,
        "trailing_median": 977.5,
        "ratio": 2.440920716112532
      },
      {
        "period": "2022-03",
        "n_events": 1706.0,
        "trailing_median": 1029.5,
        "ratio": 1.657115104419621
      },
      {
        "period": "2022-04",
        "n_events": 2779.0,
        "trailing_median": 1029.5,
        "ratio": 2.6993686255463816
      },
      {
        "period": "2022-05",
        "n_events": 2858.0,
        "trailing_median": 1029.5,
        "ratio": 2.776104905293832
      },
      {
        "period": "2022-06",
        "n_events": 269.0,
        "trailing_median": 1369.5,
        "ratio": 0.1964220518437386
      },
      {
        "period": "2023-06",
        "n_events": 2307.0,
        "trailing_median": 1528.0,
        "ratio": 1.5098167539267016
      },
      {
        "period": "2023-12",
        "n_events": 1312.0,
        "trailing_median": 2322.5,
        "ratio": 0.5649085037674919
      },
      {
        "period": "2024-01",
        "n_events": 1221.0,
        "trailing_median": 2262.5,
        "ratio": 0.5396685082872928
      },
      {
        "period": "2024-02",
        "n_events": 789.0,
        "trailing_median": 2141.0,
        "ratio": 0.36851938346567026
      },
      {
        "period": "2024-09",
        "n_events": 1977.0,
        "trailing_median": 1160.0,
        "ratio": 1.7043103448275863
      },
      {
        "period": "2024-10",
        "n_events": 2576.0,
        "trailing_median": 1204.0,
        "ratio": 2.13953488372093
      },
      {
        "period": "2025-03",
        "n_events": 4300.0,
        "trailing_median": 1866.5,
        "ratio": 2.303777122957407
      },
      {
        "period": "2025-04",
        "n_events": 4115.0,
        "trailing_median": 2076.5,
        "ratio": 1.981699975921021
      },
      {
        "period": "2025-05",
        "n_events": 5123.0,
        "trailing_median": 2076.5,
        "ratio": 2.4671321935949915
      },
      {
        "period": "2025-06",
        "n_events": 5709.0,
        "trailing_median": 3256.0,
        "ratio": 1.7533783783783783
      },
      {
        "period": "2025-08",
        "n_events": 2881.0,
        "trailing_median": 4711.5,
        "ratio": 0.6114825427146344
      },
      {
        "period": "2026-02",
        "n_events": 7545.0,
        "trailing_median": 4458.0,
        "ratio": 1.6924629878869448
      },
      {
        "period": "2026-04",
        "n_events": 11003.0,
        "trailing_median": 5058.0,
        "ratio": 2.175365757216291
      },
      {
        "period": "2026-05",
        "n_events": 8946.0,
        "trailing_median": 5691.0,
        "ratio": 1.5719557195571956
      }
    ],
    "trailing_periods": 6,
    "spike_ratio": 4.0
  },
  "split": null
}
drift.txt
[drift] 187,030 events over 79 periods | structural types excluded: none
[drift] ERA SUSPECT 2025-03: 'cross_referenced' spike 675 vs trailing median 23.5 (28.7x)
[drift] ERA SUSPECT 2022-04: 'review_inline_comment' spike 174 vs trailing median 20.5 (8.5x)
[drift] ERA SUSPECT 2025-07: 'review_approved' spike 189 vs trailing median 22.5 (8.4x)
[drift] ERA SUSPECT 2025-09: 'labeled' spike 483 vs trailing median 62 (7.8x)
[drift] ERA SUSPECT 2025-07: 'review_requested' spike 181 vs trailing median 26 (7.0x)
[drift] ERA SUSPECT 2025-04: 'cross_referenced' spike 343 vs trailing median 57 (6.0x)
[drift] ERA SUSPECT 2026-04: 'head_force_pushed' spike 2518 vs trailing median 441.5 (5.7x)
[drift] ERA SUSPECT 2020-07: 'head_force_pushed' spike 657 vs trailing median 122 (5.4x)
[drift] ERA SUSPECT 2024-09: 'review_commented' spike 124 vs trailing median 23.5 (5.3x)
[drift] ERA SUSPECT 2021-02: 'review_requested' spike 115 vs trailing median 22 (5.2x)
[drift] ERA SUSPECT 2024-09: 'review_inline_comment' spike 154 vs trailing median 29.5 (5.2x)
[drift] ERA SUSPECT 2026-04: 'pr_closed' spike 238 vs trailing median 46.5 (5.1x)
[drift] ERA SUSPECT 2022-05: 'labeled' spike 92 vs trailing median 20.5 (4.5x)
[drift] ERA SUSPECT 2021-10: 'pr_merged' spike 227 vs trailing median 51 (4.5x)
[drift] ERA SUSPECT 2025-10: 'labeled' spike 302 vs trailing median 69 (4.4x)
[drift] ERA SUSPECT 2025-03: 'pr_comment' spike 549 vs trailing median 128.5 (4.3x)
[drift] ERA SUSPECT 2021-10: 'pr_opened' spike 275 vs trailing median 68.5 (4.0x)
[drift] ERA SUSPECT 2023-06: 'labeled' spike 94 vs trailing median 23.5 (4.0x)
[drift] ERA SUSPECT 2023-11: 'labeled' spike 166 vs trailing median 41.5 (4.0x)
[drift] ERA SUSPECT 2021-12: 'review_inline_comment' dropout 0 vs trailing median 23.5 (0.0x)
[drift] ERA SUSPECT 2021-12: 'review_commented' dropout 0 vs trailing median 23 (0.0x)
[drift] ERA SUSPECT 2024-02: 'assigned' dropout 0 vs trailing median 26.5 (0.0x)
[drift] ERA SUSPECT 2024-01: 'assigned' dropout 1 vs trailing median 53 (0.0x)
[drift] ERA SUSPECT 2022-06: 'review_commented' dropout 2 vs trailing median 47 (0.0x)
[drift] ERA SUSPECT 2022-06: 'review_requested' dropout 2 vs trailing median 37 (0.1x)
[drift] ERA SUSPECT 2022-06: 'review_inline_comment' dropout 4 vs trailing median 49.5 (0.1x)
[drift] ERA SUSPECT 2022-06: 'pr_merged' dropout 9 vs trailing median 111 (0.1x)
[drift] ERA SUSPECT 2022-06: 'head_force_pushed' dropout 26 vs trailing median 319.5 (0.1x)
[drift] ERA SUSPECT 2022-06: 'assigned' dropout 10 vs trailing median 112 (0.1x)
[drift] ERA SUSPECT 2025-08: 'cross_referenced' dropout 33 vs trailing median 325 (0.1x)
[drift] ERA SUSPECT 2022-06: 'review_approved' dropout 3 vs trailing median 28.5 (0.1x)
[drift] ERA SUSPECT 2024-04: 'review_commented' dropout 4 vs trailing median 38 (0.1x)
[drift] ERA SUSPECT 2022-06: 'labeled' dropout 3 vs trailing median 26 (0.1x)
[drift] ERA SUSPECT 2020-12: 'pr_comment' dropout 6 vs trailing median 42 (0.1x)
[drift] ERA SUSPECT 2023-12: 'assigned' dropout 12 vs trailing median 83 (0.1x)
[drift] ERA SUSPECT 2025-09: 'cross_referenced' dropout 50 vs trailing median 325 (0.2x)
[drift] ERA SUSPECT 2024-04: 'review_inline_comment' dropout 6 vs trailing median 38.5 (0.2x)
[drift] ERA SUSPECT 2021-05: 'pr_comment' dropout 5 vs trailing median 29.5 (0.2x)
[drift] ERA SUSPECT 2022-06: 'pr_opened' dropout 26 vs trailing median 150.5 (0.2x)
[drift] ERA SUSPECT 2022-09: 'pr_closed' dropout 11 vs trailing median 61 (0.2x)
[drift] ERA SUSPECT 2022-06: 'pr_comment' dropout 34 vs trailing median 185 (0.2x)
[drift] ERA SUSPECT 2022-06: 'pr_commit' dropout 53 vs trailing median 271.5 (0.2x)
[drift] ERA SUSPECT 2024-02: 'head_force_pushed' dropout 34 vs trailing median 163.5 (0.2x)
[drift] VOLUME 2020-07: 1,106 events vs trailing median 464 (2.38x)
[drift] VOLUME 2020-11: 1,149 events vs trailing median 682 (1.68x)
[drift] VOLUME 2020-12: 401 events vs trailing median 900 (0.45x)
[drift] VOLUME 2021-01: 1,067 events vs trailing median 682 (1.56x)
[drift] VOLUME 2021-02: 1,609 events vs trailing median 682 (2.36x)
[drift] VOLUME 2021-05: 590 events vs trailing median 1,212 (0.49x)
[drift] VOLUME 2021-07: 659 events vs trailing median 1,280 (0.51x)
[drift] VOLUME 2021-10: 2,386 events vs trailing median 978 (2.44x)
[drift] VOLUME 2022-03: 1,706 events vs trailing median 1,030 (1.66x)
[drift] VOLUME 2022-04: 2,779 events vs trailing median 1,030 (2.70x)
[drift] VOLUME 2022-05: 2,858 events vs trailing median 1,030 (2.78x)
[drift] VOLUME 2022-06: 269 events vs trailing median 1,370 (0.20x)
[drift] VOLUME 2023-06: 2,307 events vs trailing median 1,528 (1.51x)
[drift] VOLUME 2023-12: 1,312 events vs trailing median 2,322 (0.56x)
[drift] VOLUME 2024-01: 1,221 events vs trailing median 2,262 (0.54x)
[drift] VOLUME 2024-02: 789 events vs trailing median 2,141 (0.37x)
[drift] VOLUME 2024-09: 1,977 events vs trailing median 1,160 (1.70x)
[drift] VOLUME 2024-10: 2,576 events vs trailing median 1,204 (2.14x)
[drift] VOLUME 2025-03: 4,300 events vs trailing median 1,866 (2.30x)
[drift] VOLUME 2025-04: 4,115 events vs trailing median 2,076 (1.98x)
[drift] VOLUME 2025-05: 5,123 events vs trailing median 2,076 (2.47x)
[drift] VOLUME 2025-06: 5,709 events vs trailing median 3,256 (1.75x)
[drift] VOLUME 2025-08: 2,881 events vs trailing median 4,712 (0.61x)
[drift] VOLUME 2026-02: 7,545 events vs trailing median 4,458 (1.69x)
[drift] VOLUME 2026-04: 11,003 events vs trailing median 5,058 (2.18x)
[drift] VOLUME 2026-05: 8,946 events vs trailing median 5,691 (1.57x)
4 files, 312.8 MB
  • Event spine · 1 file312.8 MB
  • canonical_events.jsonl1ef58d836365312.8 MB
  • Receipt · 2 files18 kB
  • drift.json92ae2e02b25e12 kB
  • drift.txtdd425ca1a3bf6 kB
  • Phase_report · 1 file975 B
  • REPORT.md1674b2764ff1975 B
Events
187,030 in 1 stream
Span
1 Jan 2020 → 17 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.