Ross ROSS = Recommend OSS · open-source software intelligence for agents

schematics/schematics

Python Data Structures for Humans™. observed · 2026-08-28

github.com/schematics/schematics · homepage · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 5729
  • days_rel: n/a
  • days_push: 1148
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2587 stars · 294 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Schematics is a Python library for defining typed data structures, validating them, and converting data between formats like JSON or MsgPack. It provides ORM-like type systems without any database layer, making it suitable for API input validation and message format definitions.

Use cases

  • validate api request payloads in python
  • serialize and deserialize data to or msgpack
  • define typed data structures for rpc message formats
  • convert raw dicts into validated model objects
  • strip fields from data based on user access rights
  • document and enforce data schemas without a database

When to avoid

  • you need an ORM with actual database integration
  • you prefer actively developed alternatives like pydantic or marshmallow
  • you need cutting-edge Python version support, as the project sees limited maintenance

Facets

library · maturity maintenance

serialization form-handling type-system data-science developer-tools apis python data-structures schema deserialization data-validation

2 sources

Member repositories

RepositoryRoleHealth v2
schematics/schematicsmain32

For agents

markdown · JSON · MCP: product_card(name="schematics/schematics")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem