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scicode-lint
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scicode-lint

github.com·Infrastructure

scicode-lint is an open-source, AI-powered linter for scientific machine learning code. It detects methodology bugs, data leakage, and reproducibility issues using local or institutional vLLM servers, supporting researchers and developers in producing reliable ML code.

Open SourceMIT
CLISelf-hosted
S
scicode-lint preview
Visit github.com↗
⭐35
stars
🍴2
forks
✓5
features
📅2026
since

Overview

5 features

scicode-lint sits in PulseGate's Code review & quality category. It helps researchers detect subtle bugs and reproducibility issues in scientific ML code. It is built as an open-source project for Scientific ML researchers and developers. scicode-lint is open source under the MIT license. scicode-lint is available on the command line, and it can be self-hosted.

Authentic Research Partners builds and maintains scicode-lint, and the product first shipped in 2026. Development happens publicly on GitHub with 35 stars and 6 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — scicode-lint occupies a relatively distinct niche. Key capabilities include AI code linting, methodology bug detection, and reproducibility checks.

  • ✓AI code linting
  • ✓Methodology bug detection
  • ✓Reproducibility checks
  • ✓Local inference
  • ✓Scientific ML support

Tags

ai-linterscientific-mlmethodology-bugs

AI capabilities

CodeInference: LocalWeights: Open

Built with & integrations

AI providers
openailocal_oss
Runs on
CLISelf-hosted

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 35✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 26, 10:43 PM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about scicode-lint

What does scicode-lint do?
Scicode-lint helps researchers detect subtle bugs and reproducibility issues in scientific ML code. It is catalogued under Code review & quality on PulseGate.
Who is scicode-lint for?
scicode-lint is an open-source project built for Scientific ML researchers and developers.
Is scicode-lint free?
Yes — scicode-lint is open source under the MIT license and free to use.
What platforms does scicode-lint run on?
scicode-lint runs on the command line. It can also be self-hosted.
Is scicode-lint still maintained?
PulseGate's automated liveness checks currently classify scicode-lint as active. The GitHub repository shows 6 commits in the last 90 days.
What are alternatives to scicode-lint?
Similar tools tracked by PulseGate include sciwrite-lint, instruction-lint, and codewise-ai.sciwrite-lintinstruction-lintcodewise-ai
Who makes scicode-lint?
scicode-lint is developed by Authentic Research Partners.
When did scicode-lint launch?
scicode-lint first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 35
License
MIT
First seen
Mar 10, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
Scientific ML researchers and developers
Model
Open source
Solves
Helps researchers detect subtle bugs and reproducibility issues in scientific ML code.

Developer

Authentic Research Partners
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
35
🍴 Forks
2
Open issues
1
Last commit
4w ago
Commits 90d
6
Contributors
1
Authorship
Solo
Default branch
main

PulseGate index

Confidence
Low · 64
Indexed
Jun 26, 2026
Lifecycle
Alive
Activity
Active
First seen
Mar 2026
Last seen
2w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqviro3l0ro3hgeht74gm5dh
Slug
scicode-lint-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 26, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 26, 2026
Canonical URL
https://github.com/authentic-research-partners/scicode-lint

Similar apps

Other apps tracked under the same category.

  • sciwrite-lint
    github.com
  • instruction-lint
    github.com
  • codewise-ai
    github.com
  • ai-slopcheck
    pypi.org
  • py-code-agent
    pypi.org
  • code-lm
    github.com