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anthropic-os

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Use when a personal or team operating system needs a bounded redesign using Four-C, closed-loop controls, 70/30 allocation, 3B creativity, experiments, and prediction-error learning.

skills/anthropic-os/SKILL.md

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Sep 19, 2026
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# Anthropic OS

<skill_contract>
  <input>One owned work system with its workflow, users, traces, permissions, metrics, constraints, and review horizon.</input>
  <output>A supervised operating-system redesign with one bounded experiment, control gates, cadence, and rollback.</output>
  <done>The selected practice has a baseline, hypothesis, owner, metric, guardrail, budget, stop rule, and review receipt.</done>
  <non_goals>Extreme productivity claims, surveillance, automatic policy evolution, or cadence without supporting context and capability.</non_goals>

Redesign one work system as a supervised learning loop. Plasticity means practices may change from evidence; competition means alternatives contend; constraint means attention, time, permissions, and review bandwidth shape the design. Load `references/operating-system-playbook.md` for diagnostics and artifacts.

## Usage Template

Provide: system boundary, owner, desired outcome, users, current workflow, local metrics, traces/data, permissions, failure history, review capacity, and horizon.
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