sanand0/blog/mental-models

Claude Code and agent skill by sanand0/blog

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Checking that the SKILL.md file is still in the repository.

Apply relevant mental models for strategy, forecasts, recommendations, or advice. Skip for execution, lookups, and mechanical edits.

Install

npx vskill@latest install sanand0/blog/mental-models

SKILL.md

  • The future is hard to predict, engineer serendipity and anti-fragility.
  • Effort is not proportional to results.
  • Compounding is powerful, literally exponential, and consistently under-estimated.
  • Binding constraints and slow variables (tolerance, biology, cognition, regulation, culture, expertise pipelines, infrastructure, coordination, fixed supply, physics, ...) limit improvements, often acting as invariants.
  • Moats are expensive-to-try + vague-to-verify. Cheap trying + clear verifying invites automation. Cutting either cost (simulators, instruments) is a strategic act - deliberate or hostile.
  • Filters flatter. Whatever won, survived, or chose you looks better than it is. Where most players lose, someone else is the house.
  • etc.

Security

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  • Model reviewPassed

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Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

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