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Included skill · Research Toolkit

Karpathy Guidelines

Apply clear-assumption, minimal-scope working principles when research leads to action.

What to bring

The decision, purchase, repair or build that the research supports.

What you can expect

A plan with stated assumptions, minimal scope and verifiable outcomes.

Try asking

Help me decide which laptop to buy from this research, stating every assumption.

Copy the prompt, then adapt it to your work.

Know the limits

The supplied extensions aren't attributed to Andrej Karpathy. These guide this plugin, not unrelated work.

Use this skill on its own.

Download the instructions and supporting files for this skill. Keep the folder together and follow its README to add it to your AI app.

Download this skill

ZIP · v1.2.0 · 3.3 MB

The bundle retains shared source files so its references keep working. Connected apps, accounts and tools still need their own setup.

Source and download details

View this skill release · Download checksums

Source: research-methodology-local, version 1.2.0. The full plugin remains available below.

Get the Research Toolkit plugin More example prompts →