Improve game dictionaries with dual-judge validation
dictionary-improvementworkflowsetup L3★0
ohadf2015/boggle-new ↗What it does
Extensively improve LexiClash game dictionaries: per language, LLM-generate common missing words, dual-judge them (two independent personas, both must agree), persist survivors to the committed candidate files that the backend verify->promote->heal pipeline consumes, then report. Args: {langs?:string[], lang?:string, limit?:number}.
Best for
Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
Outputs
- · refined artifact
Requires
- · Claude Code agent runtime (parallel/fan-out)
- · subagent execution
- · JSON schema validation
Preconditions
- · Artifact must conform to specified schema
- · Claude Code workflow harness
Failure modes
- · File conflicts if fix groups overlap
- · Agent returns data not matching schema → structured rejection
Trust signals
- · Structured schema enforcement
- · Explicit concurrency isolation (disjoint files/resources)
- · Independent verification lens