savings

Token Saver

Compress prompts and outputs to save tokens

boltToken Saver

Compress tool output (RTK)

git/grep/ls/tree/logs → 60-90% fewer input tokens

Compress context (Headroom)

Checking…

Compress prompts via /v1/compress before routing to the model

Compress LLM output (Caveman)

Terse-style system prompt → ~65% fewer output tokens (up to 87%)

Lazy senior dev (Ponytail)

Bias the model toward minimal code: YAGNI, reuse stdlib, deletion over addition