Heuristics CLI

Scan your local ledger to identify optimization opportunities - loops, context spikes, and routing improvements - without a database.

Agent hint

Use for aurex audit CLI flags: --ledger, --fail-under, --max-waste-usd, --mode.

In scope

Out of scope

System prompt duplication

Infinite loop patterns

Expensive model misuse

Context expansion ratios

Semantic loop detection

Retry cascade analytics

Python audit

aurex audit --ledger .aurex/ledger.jsonl
aurex audit --fail-under 85 --max-waste-usd 5.00 --mode block

Node ci (see CI page)

npx aurex ci
npx aurex ci --mode=block --github-comment

See also