cyberneticlibrary

Draft and peer-review research paper sections

ccgp-paperworkflowsetup L20
GBeurier/gs-loss
What it does

Draft multi-section technical report with compilation

Best for

Synthesizing research papers from sourced content with citations.

Inputs
  • · acceptance criteria, diff scope, URLs
Outputs
  • · go/no-go verdict object
  • · candidate implementations or solutions
Requires
  • · Claude agent API
  • · parallel execution harness
  • · Workflow phase management
  • · JSON schema validation
Preconditions

Research sources and paper requirements

Failure modes
  • · agent returns malformed/invalid schema
  • · one agent in parallel batch times out or errors
  • · input file not found or unreadable
  • · agent role/specialist unavailable
Trust signals
  • · stored in repo: GBeurier/gs-loss
  • · strict JSON schema validation