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continuityguard-cli

PyPI·Infrastructure

continuityguard-cli is an open-source CLI and library that evaluates AI-generated short-drama video clips for character consistency and physics plausibility. It operates fully offline and is intended for creators and researchers working with AI video generation.

Open SourceApache-2.0CLISelf-hosted
Visit PyPI↗

Overview

5 features

In the LLM eval & observability space, continuityguard-cli takes a focused approach. It focuses on detecting character consistency drift and physics issues in AI-generated video before rendering. It is built as an open-source project for AI video creators and researchers. The project is open source (Apache-2.0). continuityguard-cli is available on the command line, and it can be self-hosted.

Behind continuityguard-cli is Rudrendu Paul, and it first shipped in 2026. The project is developed in the open on GitHub with 26 commits in the last 90 days. Among its 5 catalogued features are Video QA, character consistency scoring, and physics plausibility check.

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

  • ✓Video QA
  • ✓Character consistency scoring
  • ✓Physics plausibility check
  • ✓Offline operation
  • ✓CLI interface
Tags
video-qacharacter-consistencyphysics-plausibility
AI capabilities
Video
Inference: LocalWeights: Open

Built with & integrations

AI providers
local_oss
Runs on
CLISelf-hosted

Trust & compliance

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

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed18 Jul · 18:21 UTC
    continuityguard-cli verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about continuityguard-cli

What is continuityguard-cli?
Continuityguard-cli focuses on detecting character consistency drift and physics issues in AI-generated video before rendering. It is catalogued under LLM eval & observability on PulseGate.
Who should use continuityguard-cli?
continuityguard-cli is an open-source project built for AI video creators and researchers.
Does continuityguard-cli have a free plan?
Yes — continuityguard-cli is open source under the Apache-2.0 license and free to use.
What platforms does continuityguard-cli run on?
continuityguard-cli runs on the command line. It can also be self-hosted.
Is continuityguard-cli still maintained?
The GitHub repository shows 26 commits in the last 90 days.
What are alternatives to continuityguard-cli?
Similar projects tracked by PulseGate include constraintloop, trajectory-judge, and COHESION.constraintlooptrajectory-judgeCOHESION
Who develops continuityguard-cli?
continuityguard-cli is developed by Rudrendu Paul.
When did continuityguard-cli launch?
continuityguard-cli first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
Apache-2.0
First seen
18 Jul 2026
Built for
AI video creators and researchers
Model
Open source
Solves
Detecting character consistency drift and physics issues in AI-generated video before rendering.

Registered as

GitHub
RudrenduPaul/ContinuityGuard
PyPI
continuityguard-cli

Developer

Rudrendu Paul
Small team
↗ GitHub

Open source

View on GitHub →
Stars
0
Forks
0
Open issues
2
Last commit
18 Jul 2026
Commits 90d
26
Contributors
2
Authorship
Small team
Default branch
main
Latest release
python-v0.1.0 · 18 Jul 2026

Live coverage

Identity confidence
Low · 64
Indexed
18 Jul 2026
Lifecycle
Unverified
First seen
Jul 2026
Last seen
18 Jul 2026
Identity audit (12)
Slug
continuityguard-cli-pypi-org
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
18 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
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
18 Jul 2026
Canonical URL
https://pypi.org/project/continuityguard-cli

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