keli-wen/strop

strop-auto

Closed-loop orchestrator — from a one-line brief straight through init → gold → freeze → check-loop → smoke-train → short train → report, in one command, at minimum cost. Infers everything inferable and compresses any remaining blocking questions into ONE…

لغة النص الأصلي: الإنجليزية

strop-check-loop

Loop-engineering audit of one Strop task — is the training loop CLOSED (task↔harness contract, frozen gold, signed rubric, env, forward liveness, smoke-ability)? Read-only; verdict table + LOOP-READY / NOT READY. Use when the user types /strop-check-loop or…

لغة النص الأصلي: الإنجليزية

strop-eval

Score one or more prediction files ("arms") against a Strop task's frozen gold with the fixed judge → a J-Score comparison table (the standalone eval / transfer entry, outside the training loop). Use when the user types /strop-eval or asks to "对比 J-Score /…

لغة النص الأصلي: الإنجليزية

strop-gold

Launch the gold-generation pipeline for a Strop task (N independent strong-reference labeling passes + per-ticker reconcile → DRAFT gold + human review doc) as a background Workflow. Default (`sign=human`, or no flag) ALWAYS STOPS before freeze for human…

لغة النص الأصلي: الإنجليزية

strop-init

Bootstrap a NEW Strop task from a short brief. Infers everything inferable first (the brief text, any data samples already under tasks/<name>/data/, whether ./.env is configured, the shipped news-labeling task as a structural precedent) — a complete brief…

لغة النص الأصلي: الإنجليزية

strop-train

Launch one full Strop training run (forward → judge → optimize → dev-validate, N rounds → experiment report) as a background Workflow. Use when the user types /strop-train or asks to "train the skill/instruction", "跑一轮训练", "start the strop loop", "smoke train…

لغة النص الأصلي: الإنجليزية