Evidaxis

ManiSkill

repo
Robotics & Embodied AI · n = 16 · mani-skill/ManiSkill
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: computed weekly across the cohort; no convergence event this week Development velocity: measured × Citation momentum: measured × Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: computed weekly across the cohort; no convergence event this week

Gate: computed weekly across the cohort; no convergence event this week
position in cohort distribution one of 16 in cohort
percentile 7 within cohort p25 p50 p75 p0 p100
percentile
p7
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.57 within cohort, log-slope -0.032/wk.0-1.57
velocity z
-1.57 σ
slope
-0.032/wk
log-slope -0.032/wk
citation z
citation z gaugecitation z-0.69 within cohort, log-slope -0.805/yr.0-0.69
citation z
-0.69 σ
slope
-0.805/yr
log-slope -0.805/yr
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
16
systems measured
weekly commits
0.1
Development velocity axis: measured.
total citations
27
Citation axis: measured.
momentum
35.9
percentile p7
commit heatmap, last 26 weeks0.1/wk
weekly commits, 26 weeks26 weeks of commits, peak 6 in a week, 7 active weeks, 18 total.week 1: 2 commitsweek 2: 1 commitsweek 3: 0 commitsweek 4: 6 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 1 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 6 commitsweek 12: 0 commitsweek 13: 1 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 0 commitsweek 18: 1 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
6
active
7
total
18
citations by yeartotal 27
Citations by year2022: 2, 2023: 19, 2024: 3, 2025: 3. Total 27 citations.2022: 2 citations2222023: 19 citations23192024: 3 citations2432025: 3 citations253
total cites
27
years
4
latest yr
3

ManiSkill holds an Evidaxis momentum score of 35.9 of 100 on methodology m3, snapshot 2026-09-26, measured within the Robotics & Embodied AI cohort (n = 16). Axis coverage: 2 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

Derived signals

second-order reads, computed from the published series

Three signals ship when the commit series is statistically sufficient; the rest are held in a reserved state until the data supports them. A reserved signal shows its reason, never a fabricated number. How these are computed.

recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +0.56, regime recent slope below prior window. prior slope -0.014, recent slope -0.008 per week. -0.014prior 39w-0.008recent 13w+0.56×
swing
+0.56×
regime
recent slope below prior window
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit Sharpereserved: <26 non-zero commit weeks
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 · · m3
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
4
shipped
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

  • commit-sharpe
  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m3

Measurement states

ManiSkill is under weekly measurement. History: 13 weekly observations; minimum 4. Development velocity axis: measured. Citation axis: measured. Direct-dependents axis: outside the frozen panel; not measured. Gate: computed weekly across the cohort; no convergence event this week

Sources

mani-skill/ManiSkill development-velocity axis
OpenAlex paper citation-momentum axis
maniskill.ai homepage

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

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

entity_id e_92WR5N03859 methodology m3 snapshot 9d2fe956adbc period 2026-w39 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m3, never edited by hand. Cite as: “Evidaxis, ManiSkill, entity e_92WR5N03859, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_92WR5N03859:m3:2026-09-26