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SpecJudge
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SpecJudge

PyPI·Infrastructure

SpecJudge is a command-line tool for developers practicing Spec-Driven Development. It analyzes project specification artifacts and recommends the most suitable AI model (including local models via Ollama) based on factors such as cost, capability, and project requirements. Being fully local-first and open source, it helps teams select optimal LLMs without sending sensitive project data to external services.

Open SourceMIT
CLI
S
Visit PyPI↗
⭐1
star
✓5
features
📅2026
since

Overview

5 features

In the Developer Tools space, SpecJudge takes a focused approach. It focuses on choosing the right LLM or AI model for a software project based on its specification documents. It is built as an open-source project for developers. SpecJudge is open source under the MIT license. It runs on the command line.

Behind SpecJudge is Joaquin Ruiz, and the product first shipped in 2026. Development happens publicly on GitHub with 8 commits in the last 90 days. Key capabilities include Model Recommendation, Spec Analysis, and local-first.

  • ✓Model Recommendation
  • ✓Spec Analysis
  • ✓Local-first
  • ✓Ollama Support
  • ✓Cost-aware Selection

Tags

llm-recommendationspec-driven-developmentmodel-selectorlocal-first-cli

AI capabilities

TextInference: Local

Built with & integrations

AI providers
local_oss
Runs on
CLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ GitHub · ★ 1✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 21, 7:21 AM

    specjudge verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about SpecJudge

What does SpecJudge do?
SpecJudge focuses on choosing the right LLM or AI model for a software project based on its specification documents. It is catalogued under Developer Tools on PulseGate.
Who is SpecJudge for?
SpecJudge is an open-source project built for developers.
Is SpecJudge free?
Yes — SpecJudge is open source under the MIT license and free to use.
What platforms does SpecJudge run on?
SpecJudge runs on the command line.
Is SpecJudge still maintained?
PulseGate's liveness checks currently classify SpecJudge as active. The GitHub repository shows 8 commits in the last 90 days.
What are alternatives to SpecJudge?
Similar tools tracked by PulseGate include Spec, testdoc-specer, and SpecSource.Spectestdoc-specerSpecSource
Who makes SpecJudge?
SpecJudge is developed by Joaquin Ruiz.
When did SpecJudge launch?
SpecJudge first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 1
License
MIT
First seen
Jul 21, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
developers
Model
Open source
Solves
Choosing the right LLM or AI model for a software project based on its specification documents.

Developer

Joaquin Ruiz
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
1
🍴 Forks
0
Open issues
0
Last commit
today
Commits 90d
8
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.1.2 · today

Live coverage

Confidence
Low · 64
Indexed
Jul 21, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
today
Identity audit (9)
Entity ID
cmrubs25904kqf8a6kh3dl12b
Slug
specjudge-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 21, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 21, 2026
Canonical URL
https://pypi.org/project/specjudge

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    getspec.ai
  • testdoc-specer
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  • SpecSource
    specsource.ai
  • spectra-sdd
    pypi.org
  • guimiran-spectra
    pypi.org
  • specsmith
    github.com