Physical agents are beginning to need a compatibility layer
An eight-month GitHub and cross-signal cohort measures common interfaces, device adapters, capability schemas, simulation tests, and safety controls across robots, laboratory equipment, and industrial machines.
Early evidence; the market is not yet confirmed
18 subject-filtered implementations show fragments of a physical-agent compatibility layer. Device adapters appear in 72.2% of the cohort, common protocols or schemas in 11.1%, simulation and conformance testing in 55.6%, and explicit safety envelopes in 22.2%. Integration supply is visible, but neutral certification remains early.
Market snapshot
Comparable measurements from independent market surfaces.
Implementations and packages
Deduplicated and subject-filtered primary cohort.
Median repository stars
Calculated across repositories with at least one star.
Common protocols and schemas
2 items in the subject-filtered cohort.
Simulation and conformance tests
10 items in the subject-filtered cohort.
Search-match dynamics
Bars show monthly GitHub search matches. The detailed cohort includes only repositories whose primary metadata describes physical interfaces, adapters, schemas, or interoperability rather than general robotics software.
What exists inside the category
One item may contain more than one feature.
Common protocols and schemas
2 · 11.1%
Device adapters and drivers
13 · 72.2%
Capability schemas
0 · 0%
Cross-platform control
2 · 11.1%
Simulation and conformance
10 · 55.6%
Physical safety constraints
4 · 22.2%
Industrial and laboratory support
2 · 11.1%
Representative projects
Cross-source validation
These publications are not part of the primary numeric cohort.