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consistency-checker

PyPI·Infrastructure

consistency-checker is an open-source command-line tool that detects internal contradictions across document corpora using a two-stage NLI and LLM pipeline. It is designed for researchers and data scientists working with large text datasets.

Open SourceApache-2.0CLI
Visit PyPI↗
2stars
5features
2026since

Overview

5 features

In the Other AI space, consistency-checker takes a focused approach. It focuses on identifying internal contradictions in large document collections automatically. It is built as an open-source project for researchers and data scientists analyzing document corpora. The project is open source (Apache-2.0). consistency-checker is available on the command line.

toddaerickson builds and maintains consistency-checker, and it first shipped in 2026. The project is developed in the open on GitHub with 176 commits in the last 90 days. Among its 5 catalogued features are contradiction detection, NLI pipeline, and LLM integration.

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

  • ✓Contradiction detection
  • ✓NLI pipeline
  • ✓LLM integration
  • ✓Corpus analysis
  • ✓Command-line tool
Tags
contradiction-detectionnli-pipelinedocument-analysis
AI capabilities
Text

Built with & integrations

Framework
FastAPI
AI providers
anthropicopenai
Runs on
CLI

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub · ★ 2✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed29 Jun · 23:16 UTC
    consistency-checker verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about consistency-checker

What is consistency-checker?
Consistency-checker focuses on identifying internal contradictions in large document collections automatically. It is catalogued under Other AI on PulseGate.
Who is consistency-checker for?
consistency-checker is an open-source project built for researchers and data scientists analyzing document corpora.
Does consistency-checker have a free plan?
Yes — consistency-checker is open source under the Apache-2.0 license and free to use.
What platforms does consistency-checker run on?
consistency-checker runs on the command line.
Is consistency-checker still maintained?
The GitHub repository shows 176 commits in the last 90 days.
What projects are similar to consistency-checker?
Similar projects tracked by PulseGate include verdikt, cliver, and ChatGPT Prompts Extension.verdiktcliverChatGPT Prompts Extension
Who develops consistency-checker?
consistency-checker is developed by toddaerickson.
When did consistency-checker launch?
consistency-checker first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 2
License
Apache-2.0
Built for
researchers and data scientists analyzing document corpora
Model
Open source
Solves
Identifying internal contradictions in large document collections automatically.

Registered as

GitHub
toddaerickson/contradictionchecker
PyPI
consistency-checker

Developer

toddaerickson
Small team
↗ GitHub

Open source

View on GitHub →
Stars
2
Forks
0
Open issues
1
Last commit
20 Jun 2026
Commits 90d
176
Contributors
2
Authorship
Small team
Default branch
main
Latest release
v0.4.1 · 9 Jun 2026

Live coverage

Identity confidence
Low · 64
Indexed
29 Jun 2026
Lifecycle
Unverified
Last seen
29 Jun 2026
Identity audit (12)
Slug
consistency-checker-pypi-org
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
29 Jun 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
29 Jun 2026
Canonical URL
https://pypi.org/project/consistency-checker

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