cyberneticlibrary

Review and approve translated content

validate-translationsworkflowsetup L20
egor-muindor/gtnh-ai-translator
What it does

Deploy agent fleet to process batches in parallel

Best for

Fleet-reviewing translations at scale with consistent criteria and rework categorization.

Inputs
  • · workflow args object
  • · batch base path and count
Outputs
  • · go/no-go verdict object
  • · array of items needing rework with reasons
  • · candidate implementations or solutions
Requires
  • · Claude agent API
  • · parallel execution harness
  • · Workflow phase management
  • · JSON schema validation
  • · Claude multi-model dispatch
Preconditions

Working harness with agent dispatch; valid args structure

Failure modes
  • · agent returns malformed/invalid schema
  • · one agent in parallel batch times out or errors
  • · args parsing fails or missing required fields
  • · input file not found or unreadable
  • · agent role/specialist unavailable
Trust signals
  • · stored in repo: egor-muindor/gtnh-ai-translator
  • · strict JSON schema validation