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A Python-based framework for managing LLM drift and preventing model collapse through semantic anchoring

What's novel

A Python-based framework for managing LLM drift and preventing model collapse through semantic anchoring

Score Breakdown

Innovation
4 (25%)
Craft
34 (35%)
Traction
7 (15%)
Scope
38 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+2

Craft

Ci+0
Tests+0
Polish+0
Releases+0
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+4
Commit Consistency+0
Has Dependency Mgmt+0

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+3
Early Traction+0
Devto Reactions+0
Community Contribs+0

Scope

Commits+3
Languages+3
Subsystems+5
Bloat Penalty+0
Completeness+6
Contributors+5
Authored Files+12
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8

Evidence

Commits

5

Contributors

1

Files

54

Active weeks

1

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

MIT