vertbera/beyond-the-mirror
40
Field research exposing how LLM safeguards collapse under polite, persistent interaction. Includes full report, metrics, session logs, and the AION conditioning protocol.
What's novel
Field research exposing how LLM safeguards collapse under polite, persistent interaction. Includes full report, metrics, session logs, and the AION conditioning protocol.
Score Breakdown
Innovation
3 (25%)
Craft
39 (35%)
Traction
17 (15%)
Scope
38 (25%)
Signal breakdown
Innovation
Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+1
Craft
Ci-3
Tests-5
Polish+0
Releases+3
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+3
Commit Consistency+2
Has Dependency Mgmt+0
Traction
Forks+6
Stars+6
Hn Points+0
Watchers+3
Early Traction+0
Devto Reactions+0
Community Contribs+2
Scope
Commits+3
Languages+3
Subsystems+0
Bloat Penalty+0
Completeness+4
Contributors+6
Authored Files+8
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8
Evidence
Commits
7
Contributors
2
Files
21
Active weeks
3
TestsCI/CDREADMELicenseContributing
Repository
Language
Python
Stars
2
Forks
1
License
NOASSERTION