Productivity Blueprint
Adversarial model and critiques
Get sharp, in-character adversarial critique of code, documents, or communications by channeling expert personas like Karpathy or Altman. Fast, consistent feedback without waiting for domain experts.
1 File Included
pasted-prompt.md
10 KB
What does this do
Getting sharp, in-character adversarial critique of code, documents, or leadership communication — manually soliciting feedback from domain experts is slow and inconsistent
How It Works
User submits code, document, or communication and names a critic persona (Andrej Karpathy, Sam Altman, Yann LeCun, Fei-Fei Li, or custom). Load the persona's system prompt, pass the content through Claude with the persona context, and generate sharp, specific feedback in that critic's intellectual style. Can run as one-off critiques or scheduled daily digests in email/Slack.
About This Blueprint
- Industry
- Computer Software
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