model-audit

A command for examining how a team uses AI models and how much that usage costs. It compares model choices with activity and spending data.

In plain words
What is it for?
Reviewing model distribution, correlating requests with spending, comparing effectiveness by model level, estimating cost impact, and ranking possible changes.
Why use it?
It helps identify when expensive models are being used for work that less costly models could handle, and turns that into specific savings actions.

Command

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/ofershap/cursor-usage-plugin/model-audit
Clone the repo
git clone --depth 1 https://github.com/ofershap/cursor-usage-plugin
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 226 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00016 $0.00226
Opus 5 $0.00008 $0.00113
Sonnet 5 $0.00003 $0.00045
Haiku 4.5 $0.00002 $0.00023

Measured yesterday against content hash b2107bb01346, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

model-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to model-audit — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

commands/model-audit.md · 35 lines

What it actually says

Model Audit

Audit the team's model usage to find cost-saving opportunities:

  1. Call get_model_usage with startDate: "30d" for a full month view.
  2. Call get_spending with allPages: true to correlate model usage with spend.
  3. Call get_agent_edits and get_tabs to understand effectiveness per model tier.

Present findings as:

Model Distribution

  • Pie chart description: what % of messages go to each model
  • Premium vs standard vs budget model split

Cost Impact

  • Estimated cost per model (messages × approximate cost per request)
  • Which models are driving the most spend

Optimization Opportunities

  • Users heavily using premium models for tasks that standard models handle well
  • Specific recommendations: "User X could save ~$Y/month by switching from [model] to [model] for [task type]"

Action Items

  • Ranked list of changes by estimated savings
  • Suggested spend limits if appropriate
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 35 lines · 16 tokens per session scan A b2107bb01346

Subscribe to this mod's changes

model-audit is a command published in the GitHub repository ofershap/cursor-usage-plugin (2 stars, last pushed 6mo ago), licensed MIT. It adds 16 tokens to every session and 226 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to model-audit, differing in 0 lines, and is treated as a copy.