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hand-compute - Hand-compute evolving system state

Manually traces concrete state transitions to debug races, async behavior, regressions, state machines, and unfamiliar system flows.

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Updated: 2026-09-29

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Select an analysis shape
  • Hand-compute concrete state
  • Trace broken behavior
  • Validate proposed fixes
  • Check invariants across phases
  • Surface hidden transitions
  • Scope features against state models

Inputs

  • System behavior
  • Source code
  • Bug report
  • Reproduction steps
  • Feature requirements
  • Proposed fix

Outputs

  • State transition traces
  • Identified invariant breaks
  • Fix validation results
  • Feature design decisions

Requirements

    Source

    • Spec: SKILL.md

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    state debugging
    concurrency
    asynchronous behavior
    state machines
    regression analysis
    Select an analysis shape
    Hand-compute concrete state
    Trace broken behavior
    Validate proposed fixes
    System behavior
    Source code
    Bug report
    State transition traces
    Identified invariant breaks
    Fix validation results