cyberneticlibrary

Expand Spanish dictionary with colloquial words

dictionary-improvement-es-targetedworkflowsetup L20
ohadf2015/boggle-new
What it does

Expand Spanish dictionary with gap-targeted high-frequency words

Best for

Growing word-game language coverage by systematically targeting known morphology gaps and colloquial vocabulary with dual-judge validation.

Inputs
  • · Gap classes: {diminutives, augmentatives, colloquial-regional, derived-forms, everyday-gaps}
  • · Target counts per class (60–80 words)
Outputs
  • · deduplicated, judge-approved candidates appended to es.txt, report of added words
Requires
  • · LLM agents (generator per class, dual-judge)
  • · File I/O (candidates/es.txt)
Preconditions
  • · Boggle/word-game backend running
  • · Target candidate file path accessible
  • · Judge agents available
Failure modes
  • · Phase agent fails or returns invalid schema
  • · Review gates exhausted — changes blocked
  • · Tool/API unavailable
  • · Resource limits (token budget, concurrency ceiling)
Trust signals
  • · Parallel execution with concurrency bounds
  • · Structured output validation via schema
  • · Explicit agent roles per task dimension