Evidaxis
Dated record

Swarm

repo · Swarm · paper: not linked · as of

Niche: not yet assigned.

19.1 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no admitted own package. 587 GitHub stars, recorded, not scored. Measured for Swarm as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 19.1 averaged, trailing window last commit week 2026-11-01 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel weekly axis input; partition 2026-11-07 no reading · deps.dev snapshot ·
stars 587 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is Swarm still maintained?

19.1 commits per week averaged over the trailing window.

GitHub averaged 19.1 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-11-01.

Commits in the latest captured week vs 4 weeks earlier: 44 · vs 26 weeks earlier: 36 · 52-week range: 0 to 64 commits in an individual week.

line chart: Swarm, weekly commits, 44 in latest week, 2025-11-09 to 2026-11-01
Swarm averaged 19.1 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1329
2026-09-2047
2026-09-278
2026-10-040
2026-10-110
2026-10-180
2026-10-250
2026-11-0144
heatmap chart: Swarm, weeks with commits, 14 of 26, 2026-05-10 to 2026-11-01
14 of the last 26 captured weeks had commits for Swarm. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-090
2025-11-160
2025-11-230
2025-11-300
2025-12-0711
2025-12-1456
2025-12-2131
2025-12-2820
2026-01-048
2026-01-114
2026-01-1812
2026-01-254
2026-02-0115
2026-02-0839
2026-02-1533
2026-02-2221
2026-03-0112
2026-03-0851
2026-03-1533
2026-03-227
2026-03-292
2026-04-055
2026-04-121
2026-04-191
2026-04-268
2026-05-038
2026-05-1014
2026-05-1764
2026-05-240
2026-05-313
2026-06-072
2026-06-140
2026-06-210
2026-06-280
2026-07-051
2026-07-123
2026-07-190
2026-07-268
2026-08-020
2026-08-0944
2026-08-1639
2026-08-2362
2026-08-300
2026-09-060
2026-09-1329
2026-09-2047
2026-09-278
2026-10-040
2026-10-110
2026-10-180
2026-10-250
2026-11-0144

GitHub commit_activity · period 2025-11-09 to 2026-11-01 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 868e3c39d9c7-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week19.1-0.73.95.1 to 21.2GitHub, trailing 12 weeks2026-11-07Public query18.6
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependentsno readingno readingno readingno readingWeekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars5874no reading582 to 587GitHub stars, unscored2026-11-07Public query587

Evidaxis snapshot · period 2026-11-07 · n = 1 system · method source linked readings · updated · version 868e3c39d9c7-b1

How to cite Swarm's record?

Evidaxis. Swarm measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_RV8AHDGJQ2Y:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_RV8AHDGJQ2Y/

Evidaxis · period 2026-11-07 · n = 1 system · method claim URN · updated · version 868e3c39d9c7-b1

What changed since the last snapshot?

1 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: Swarm, changed published values, 1, 2026-10-31 to 2026-11-07
1 published values changed for Swarm since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week18.619.10.5
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars5875870

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 7 partitions · method paired snapshot values · updated · version 868e3c39d9c7-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-11-07 · n = 1 system · method CC0-1.0 open export · updated · version 868e3c39d9c7-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

    What is not measured for Swarm, and why

    Missing readings describe instrument coverage. A missing value is not a measured zero.

    Unmeasured slots
    ReadingReason
    Citing worksnot linked
    Weekly direct dependentsoutside panel
    Daily package dependents (unscored)no reading captured

    Dependents: no admitted own package.

    Gate ETA: never published; Evidaxis makes no public actionable prediction.

    Dependents ecosystem composition: no reading; this field is not present in the snapshot.

    Evidaxis · period 2026-11-07 · n = 1 system · method measurement coverage · updated · version 868e3c39d9c7-b1

    Measurement detail

    Gate, gauges, percentile, derived signals and snapshot receipt

    History: 7 weekly observations; minimum 4. Axis coverage: 1 of 3 axes measurable. Gate: not computable - 1 of 3 axes measurable

    Gate: not computable - 1 of 3 axes measurable

    Swarm

    repo
    Unassigned (AI-v1 census) · n = 6545 · Swarm
    1 of 3 axes measurable · conf low
    convergence gate
    Convergence gate: Gate: not computable - 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
    gate
    0 of 3 axes

    Gate: not computable - 1 of 3 axes measurable

    · Evidaxis snapshot · 2026-11-07
    Gate: not computable - 1 of 3 axes measurable
    position in cohort distribution one of 6545 in cohort
    percentile 70 within cohort p25 p50 p75 p0 p100
    percentile
    p70
    · Evidaxis snapshot · 2026-11-07
    momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
    velocity z
    velocity z gaugevelocity z+0.55 within cohort, log-slope +0.007/wk.0+0.55
    velocity z
    +0.55 σ
    slope
    +0.007/wk
    · Evidaxis snapshot · 2026-11-07
    log-slope +0.007/wk
    citation z Citation source: not measured.
    direct-dependents z Direct-dependents axis: no admitted own package; not measured.
    cohort
    6545
    systems measured
    weekly commits
    19.1
    Development velocity axis: measured.
    total citations
    no reading
    Citation source: not measured.
    momentum
    56.9
    percentile p70
    commit heatmap, last 26 weeks19.1/wk
    weekly commits, 26 weeks26 weeks of commits, peak 64 in a week, 14 active weeks, 368 total.week 1: 14 commitsweek 2: 64 commitsweek 3: 0 commitsweek 4: 3 commitsweek 5: 2 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 1 commitsweek 10: 3 commitsweek 11: 0 commitsweek 12: 8 commitsweek 13: 0 commitsweek 14: 44 commitsweek 15: 39 commitsweek 16: 62 commitsweek 17: 0 commitsweek 18: 0 commitsweek 19: 29 commitsweek 20: 47 commitsweek 21: 8 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 44 commits
    weeks
    26
    peak/wk
    64
    active
    14
    total
    368
    · Evidaxis snapshot · 2026-11-07
    citations by yearCitation source: not measured.
    recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +6.21, regime accelerating. prior slope -0.032, recent slope -0.199 per week. -0.032prior 39w-0.199recent 13w+6.21×
    swing
    +6.21×
    regime
    accelerating
    windows
    13w vs 39w
    snapshot 1 of 1 · · m5
    commit-axis Sharpe log-linear slope over residual std, value -0.009 with 95% CI -0.037 to +0.019, 50 degrees of freedom. CI spans zero.0-0.00995% CI -0.037, +0.019-0.037+0.019
    sharpe
    -0.009
    95% ci
    -0.037, +0.019
    dof
    50
    snapshot 1 of 1 · · m5
    commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
    changepoint
    none detected
    snapshot 1 of 1 · · m5
    code-leads-citation lag reserved

    reserved: citation series too short / axis absent for cross-correlation

    status
    reserved
    value
    insufficient data
    snapshot 1 of 1 · · m5
    axis alpha vs cohort reserved

    reserved: cohort N too small for regression (power ~0)

    status
    reserved
    value
    insufficient data
    snapshot 1 of 1 · · m5
    methodology gate snapshot 1 of 1 · · m5
    commit weeks
    52
    citation years
    0
    shipped
    3
    reserved
    3

    shipped

    • recency-swing
    • commit-sharpe
    • commit-changepoint

    reserved

    • code-leads-citation-lag
    • axis-alpha
    • gate-eta
    snapshot 7 of 7 · · m5

    Direct-dependents momentum (deps.dev)

    Direct-dependents axis: no admitted own package; not measured.

    Coverage state
    out_of_panel
    Cohort z
    no axis
    OLS slope
    no reading
    Theil-Sen slope
    no reading
    Latest direct dependents
    no reading
    Confirmed-clean points
    no reading
    Reconstructed history points
    no reading
    As-of partition
    no reading
    Fragility veto
    no reading
    Rising vote
    no

    Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

    Axis definition · Snapshot axis correlations

    Evidaxis · period 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt