7 tagged determinism, measured the same way as everything else here.
Browse within: decision-tree 7
Skill Claude CodeCodex
Give an agent skill's decision logic a test suite and a deterministic implementation — a labeled validation dataset plus versionable Python — via an adversarial multi-persona loop that runs natively in Claude Code: proposer plus persona subagents through the Task tool, entirely on your Claude Code subscription, no…
Skill Claude CodeCodex
Frozen, deterministic decision (no LLM): maps painmalleolarzone, bonetendernesslateralmalleolus, bonetendernessmedialmalleolus, canbearweight, visibledeformity, spraingrade, hourssinceinjury, ageyears, patientprofile to one of urgentcare, seekimaging, seeclinician, policeacute, policesubacute. Use when this decision…
Skill Claude CodeCodex
Tempered orchestrator: chains frozen, deterministic decision trees (decidewalk, decidemeal, decidevet) and keeps only the generative note. Use to run a daily dog-care flow with each decision made by code (no LLM) and only the prose left to the model.