recommendAItion.

EFFICIENCY FOR CHATGPT WORK & CODEX

Right task.
Right model.
Less wasted effort.

Save deeper reasoning for work that needs it. Get a model recommendation, a clearer brief and a practical check for when to step up.

Check your next task

Independent local pilot · No paid AI calls in this advisor

TRY IT NOW

What are you working on?

Runs in your browser
Models you can access (leave empty if unsure)

Task text stays in this page. No account access, automatic switching or billing data.

YOUR RECOMMENDATION

A little context.
A better starting point.

Describe the work and its complexity. You’ll get a suggested model, reasoning and speed, plus instructions you can take into your conversation.

01   Use what you already have02   Preserve the quality you need03   Escalate when the result warrants it

THE LOCAL PLUGIN PILOT

Advice where
the work happens.

Install the local package in a supported ChatGPT Work or Codex environment. Ask for an efficiency check, or enable its reviewed local prompt hook for occasional suggestions.

Download local plugin ↓

Node.js 18+ · Local installation · No signup required

01

Set your available models

Tell the advisor what you can use. It won’t assume your plan or remaining allowance.

02

Keep working in your conversation

The trusted local hook can check submitted prompts and the active model. The pilot only nudges for a narrow set of routine edits, at most once per session.

03

Check whether the advice helped

Record whether you followed the recommendation and whether the result met your needs. Model observations and confirmed outcomes stay separate.

What’s available today

The browser advisor and downloadable local plugin are ready to try. Public ChatGPT directory installation, website signup and cross-device reporting are not available yet. The local hook does not monitor ordinary ChatGPT web chats, change models or read billing data.

Local installation and privacy

The ZIP includes a supported plugin manifest, skill, local hook and tested helper scripts. Add it to a personal or team plugin marketplace using the package instructions, install it, then start a new task. Review the hook in your host’s hook controls before enabling it.

Local records contain event identifiers, timestamps, recognised model families and user-reported outcomes. They do not contain prompts, email contents or transcripts. Disable the plugin to stop collection. No records are sent to our website.

MEASURE WHAT MATTERS

Efficiency with evidence.

A switch is not a saving.

A lighter model can require more attempts. Good advice must preserve quality and account for the work it adds.

  • Observed: the model at a supported prompt event.
  • Reported: whether the user followed advice and liked the result.
  • Estimated: a cost difference under stated assumptions.

Fewer credits used does not automatically lower a fixed subscription fee. We do not turn message counts into money saved.

Compare a scenario

Manual inputs

Use comparable task costs in one unit. Include all retries; do not count an expense twice.

A few important distinctions.

Does the plugin choose my model automatically?

No. It advises you. The active model comes from supported local hook events; model changes remain under your control. Reasoning and speed guidance must be checked against the settings available in your product.

Will this save me money?

That is a hypothesis to test, not a promise. Cash savings require a relevant billing baseline and comparable successful outcomes. A fixed subscription can stay the same even when you use fewer credits. This pilot reports no verified monetary savings.

How reliable are the recommendations?

The assistant uses the context you share; the helper applies editorial routing rules. Passive screening is deliberately narrow and may miss opportunities. These recommendations are starting points, not benchmark-proven optimal choices. Email can be consequential; code can be simple.

Where does the guidance come from?

Reviewed 25 September 2026. Access varies by account and product. OpenAI model-selection guidance, pricing and local hooks. This is an independent product, not endorsed by OpenAI.