Skip to main content

model-routing

Split the Plan/Act/Verify loop across three model tiers — frontier planner, cheap executor, frontier judge — via env vars read by run.sh.

Quellinformationen

Repository
Archive228/loopkit
Letzte Quellaktivität
14. Juli 2026 um 21:09
Erkannte Sprache von SKILL.md
Englisch
Sterne
757
Forks
124

Installationsoptionen

Standardmäßig ist der Prompt ausgewählt, der zuerst die Quelle prüft. Sie können zu einem direkten Befehl wechseln oder eine lokale Kopie herunterladen.

Quelldateien prüfen

Lesen Sie SKILL.md und alle von SkillsMP angezeigten Begleitdateien, bevor Sie sich für eine Installation entscheiden.

SKILL.md wird angezeigt

SKILL.md
Quellanweisungen · Schreibgeschützte Vorschau
name
model-routing
description
Split the Plan/Act/Verify loop across three model tiers — frontier planner, cheap executor, frontier judge — via env vars read by run.sh.
when_to_use
when a long unattended loop is being tuned for cost, or when you want a stronger judge than executor.
# Model routing `run.sh` reads three optional env vars and threads them into each `claude` invocation as `--model`. All default to unset, in which case the CLI default model is used (behaviour unchanged from a bare run). ## The three knobs - `CLAUDE_PLANNER_MODEL` — reserved for `/spec` workflows that draft PROMPT.md up front. Not read by the current `run.sh` loop, but claimed here so future planner passes bind to it. - `CLAUDE_EXECUTOR_MODEL` — used on the "do the next step" call. This is the workhorse; it runs on every iteration. Pick something cheap and fast. - `CLAUDE_JUDGE_MODEL` — used on the `/verify` call. Runs once per iteration to adversarially check the executor's diff. Pick a frontier model — a weak judge is worse than no judge. ## Recommended shape ``` planner = frontier (Opus-class, runs once at /spec time) executor = cheap-fast (Haiku-class, runs every turn) judge = frontier (Opus-class, runs every turn but on a small diff) ``` ## Example ```bash export CLAUDE_PLANNER_MODEL="claude-opus-4-7" export CLAUDE_EXECUTOR_MODEL="claude-haiku-4-7" export CLAUDE_JUDGE_MODEL="claude-opus-4-7" ./run.sh ``` ## The Elvis Executor+Judge finding A cheap executor paired with a frontier judge outperforms a frontier executor with no judge on long loops. The judge catches the executor's premature-victory claims that a mono-model run rationalises away when it runs out of context. Cost stays low because the judge only sees the diff, not the working history.
Auf GitHub ansehen