cyberneticlibrary

Detect and draft research workflow skills

autoskillskillsetup L327,559
K-Dense-AI/scientific-agent-skills
What it does

Auto-generate skills from codebase

Best for

Bootstrap skill corpus from existing codebases

Inputs
  • · repo URL
  • · file paths
  • · context
Outputs
  • · skill manifest
  • · capability descriptions
Requires
  • · code indexer
  • · LLM for extraction
Preconditions

Repo readable; skill schema known

Failure modes
  • · Hallucinated APIs
  • · incomplete extraction
Trust signals
  • · Extraction verified against source