Evidaxis
Dated record

Understand-Anything

repo · Egonex-AI/Understand-Anything · paper: not linked · as of

Niche: not yet assigned.

7.1 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no admitted own package. 86,710 GitHub stars, recorded, not scored. Measured for Understand-Anything as of 2026-10-17; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 7.1 averaged, trailing window last commit week 2026-10-11 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 2026-10-17 no reading · deps.dev snapshot ·
stars 86,710 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is Understand-Anything still maintained?

7.1 commits per week averaged over the trailing window.

GitHub averaged 7.1 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-11.

Commits in the latest captured week vs 4 weeks earlier: 1 · vs 26 weeks earlier: -52 · 52-week range: 0 to 94 commits in an individual week.

line chart: Understand-Anything, weekly commits, 1 in latest week, 2025-10-19 to 2026-10-11
Understand-Anything averaged 7.1 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-230
2026-08-3055
2026-09-0614
2026-09-130
2026-09-200
2026-09-272
2026-10-046
2026-10-111
heatmap chart: Understand-Anything, weeks with commits, 21 of 26, 2026-04-19 to 2026-10-11
21 of the last 26 captured weeks had commits for Understand-Anything. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-190
2025-10-260
2025-11-020
2025-11-090
2025-11-160
2025-11-230
2025-11-300
2025-12-070
2025-12-140
2025-12-210
2025-12-280
2026-01-040
2026-01-110
2026-01-180
2026-01-250
2026-02-010
2026-02-080
2026-02-150
2026-02-220
2026-03-010
2026-03-0845
2026-03-1554
2026-03-2294
2026-03-2953
2026-04-0525
2026-04-1253
2026-04-1916
2026-04-266
2026-05-0366
2026-05-1014
2026-05-1722
2026-05-248
2026-05-3111
2026-06-0719
2026-06-1410
2026-06-2126
2026-06-2812
2026-07-0542
2026-07-1222
2026-07-198
2026-07-265
2026-08-020
2026-08-092
2026-08-160
2026-08-230
2026-08-3055
2026-09-0614
2026-09-130
2026-09-200
2026-09-272
2026-10-046
2026-10-111

GitHub commit_activity · period 2025-10-19 to 2026-10-11 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 4d9867e6f218-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week7.1-6.2-19.90 to 38GitHub, trailing 12 weeks2026-10-17Public query7.1
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-17Public queryno reading
Weekly direct dependentsno readingno readingno readingno readingWeekly direct dependents2026-10-17Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars86,7103,430no reading80,058 to 86,710GitHub stars, unscored2026-10-17Public query86,004

Evidaxis snapshot · period 2026-10-17 · n = 1 system · method source linked readings · updated · version 4d9867e6f218-b1

How to cite Understand-Anything's record?

Evidaxis. Understand-Anything measurement record. Snapshot 2026-10-17. urn:evidaxis:claim:e_15DZEMC0CJY:m5:2026-10-17. CC0-1.0. https://evidaxis.org/e/e_15DZEMC0CJY/

Evidaxis · period 2026-10-17 · n = 1 system · method claim URN · updated · version 4d9867e6f218-b1

What changed since the last snapshot?

1 published readings changed between snapshots ad5e404d4f82 and 4d9867e6f218.

slope chart: Understand-Anything, changed published values, 1, 2026-10-10 to 2026-10-17
1 published values changed for Understand-Anything since 2026-10-10. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week7.17.10
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars86,00486,710706

Evidaxis snapshots · period 2026-10-10 to 2026-10-17 · n = 9 partitions · method paired snapshot values · updated · version 4d9867e6f218-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 2026-10-17 · n = 1 system · method CC0-1.0 open export · updated · version 4d9867e6f218-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 Understand-Anything, 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 2026-10-17 · n = 1 system · method measurement coverage · updated · version 4d9867e6f218-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 9 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

Understand-Anything

repo
Unassigned (AI-v1 census) · n = 6153 · Egonex-AI/Understand-Anything
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 · 2026-10-17
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 6153 in cohort
percentile 0 within cohort p25 p50 p75 p0 p100
percentile
p0
· Evidaxis snapshot · 2026-10-17
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-3.25 within cohort, log-slope -0.098/wk.0-3.25
velocity z
-3.25 σ
slope
-0.098/wk
· Evidaxis snapshot · 2026-10-17
log-slope -0.098/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
6153
systems measured
weekly commits
7.1
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
9.4
percentile p0
commit heatmap, last 26 weeks7.1/wk
weekly commits, 26 weeks26 weeks of commits, peak 66 in a week, 21 active weeks, 367 total.week 1: 16 commitsweek 2: 6 commitsweek 3: 66 commitsweek 4: 14 commitsweek 5: 22 commitsweek 6: 8 commitsweek 7: 11 commitsweek 8: 19 commitsweek 9: 10 commitsweek 10: 26 commitsweek 11: 12 commitsweek 12: 42 commitsweek 13: 22 commitsweek 14: 8 commitsweek 15: 5 commitsweek 16: 0 commitsweek 17: 2 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 55 commitsweek 21: 14 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 2 commitsweek 25: 6 commitsweek 26: 1 commits
weeks
26
peak/wk
66
active
21
total
367
· Evidaxis snapshot · 2026-10-17
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -0.21, regime recent slope sign differs from prior window. prior slope +0.117, recent slope -0.024 per week. +0.117prior 39w-0.024recent 13w-0.21×
swing
-0.21×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.027 with 95% CI -0.015 to +0.069, 50 degrees of freedom. CI spans zero.0+0.02795% CI -0.015, +0.069-0.015+0.069
sharpe
+0.027
95% ci
-0.015, +0.069
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 46 (2026-09-05), slope change -6.700 commits per week.2026-09-05
date
week
46 of 52
Δslope
-6.700/wk
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 9 of 9 · · 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

Reconstructed history

Reconstructed from git history, not a point-in-time capture. This series is separate from captured observations.

sparkline chart: Understand-Anything, reconstructed commits, 14, 2026-w10 to 2026-w36
Understand-Anything recorded 14 reconstructed commits. Git history reconstruction · .
Reconstructed weekly commits
PeriodCommits
2026-w1045
2026-w1154
2026-w1294
2026-w1353
2026-w1425
2026-w1553
2026-w1616
2026-w176
2026-w1866
2026-w1914
2026-w2022
2026-w218
2026-w2211
2026-w2319
2026-w2410
2026-w2526
2026-w2612
2026-w2742
2026-w2822
2026-w298
2026-w305
2026-w322
2026-w3555
2026-w3614

Evidaxis · period 2026-10-17 · n = 1 system · method measurement detail · updated · version 4d9867e6f218-b1 · record JSON · snapshot receipt