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Audit a codebase for LLM calls that are really classifications in disguise, then produce a costed swap plan for a System One model. Use when asked to cut AI inference cost or latency, when scoping a performance engagement for a client, when reviewing an agent loop that feels slow, or when asked "where could we use Jev here". Produces a ranked table of candidates with measured latency and dollar deltas.

Install

npx skills add OneWave-AI/claude-skills --skill jev-audit -a claude-code

Installs to .claude/skills/jev-audit/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 86

Security100
Provenance71
Maintenance100
Licence100
Adoption43

aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.

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