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modelspec

modelspec.devInfrastructure

PulseGate's liveness check found it on 28 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 28 Sep 2026. How this is checked

modelspec is an open-source Python package and offline command-line tool for making sourced model decisions. It is intended for developers and machine learning practitioners who need reproducible decision workflows without a hosted dependency.

Inferred · not functionally tested

Open SourceMITWebCLISelf-hosted
modelspec preview
Visit modelspec.dev
2stars
4features
2026since

Overview

4 features

Purpose: Making reproducible, sourced model decisions without relying on an online service.

Inferred · not functionally tested

Audience: developers and machine learning practitioners

Inferred · not functionally tested

Functions: Unknown

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI, WEB · deployment: browser, cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: modelspec.dev · github.com. These links do not verify the individual claims.

modelspec is a CLI tools & terminal project. Inferred · not functionally tested: It focuses on making reproducible, sourced model decisions without relying on an online service. Inferred · not functionally tested: It is built as an open-source project for developers and machine learning practitioners. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: modelspec is available on the web and the command line, and it can be self-hosted.

It is developed by turbobeest, and it first shipped in 2026. The project is developed in the open on GitHub with 446 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include Offline CLI, sourced decisions, and python package.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Offline CLI
  • Sourced decisions
  • Python package
  • Reproducible workflows

Topics: Inferred · not functionally tested

Tags
model-selectiondecision-engineoffline-clisourced-decisions

JSON profile · Text profile · Access guide

Built with & integrations

AI providers
anthropic
Written with
Claude CodeCodex
Runs on
BrowserCLISelf-hosted
Written with — evidence
Claude Code
commit aa881d65580a · since Sep 2026
Codex
commit 2d29eabd5d26 · since Sep 2026

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHub · ★ 2Active maintenance

Indexing history

5

What PulseGate has recorded for this listing

  1. Indexed14 Oct · 00:29 UTC
    modelspec-dev seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed10 Oct · 17:26 UTC
    modelspec-dev seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  3. Indexed4 Oct · 11:55 UTC
    modelspec-dev seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  4. Indexed28 Sep · 23:51 UTC
    modelspec-dev seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  5. Indexed28 Sep · 02:42 UTC
    modelspec-dev seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about modelspec

What is modelspec?
Inferred · not functionally tested: Modelspec focuses on making reproducible, sourced model decisions without relying on an online service. It is catalogued under CLI tools & terminal on PulseGate.
Who is modelspec for?
Inferred · not functionally tested: modelspec is an open-source project built for developers and machine learning practitioners.
Is modelspec free?
Basis unknown · not verified: Yes — modelspec is open source under the MIT license and free to use.
What platforms does modelspec run on?
Basis unknown · not verified: modelspec runs on the web and the command line. It can also be self-hosted.
Is modelspec still maintained?
PulseGate's liveness check found it on 28 Sep 2026. Its GitHub repository shows 446 commits in the last 90 days.
Who develops modelspec?
modelspec is developed by turbobeest.
When did modelspec launch?
modelspec first shipped in 2026.
Is modelspec open source?
Basis unknown · not verified: Yes — modelspec is open source under the MIT license, developed on GitHub.

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