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lemmaly - Apply algorithm-first complexity discipline before coding

Requires stating complexity, data structure, and algorithm family before writing non-trivial code, while detecting inefficient patterns such as O(n²) and N+1.

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Updated: 2026-10-01

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • State time and space complexity
  • Choose deliberate data structures
  • Identify the algorithm family
  • Detect repeated work and anti-patterns
  • Enforce the pre-write protocol
  • Route cases to sibling skills

Inputs

  • Problem or code task
  • Source code or codebase
  • Input dimensions and scale
  • Performance constraints

Outputs

  • Complexity and data structure plan
  • Algorithm family declaration
  • Anti-pattern findings
  • Pre-write protocol message
  • Code review guidance

Requirements

    Source

    • Spec: SKILL.md

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    algorithms
    Big O
    performance
    code review
    complexity
    gateway
    State time and space complexity
    Choose deliberate data structures
    Identify the algorithm family
    Detect repeated work and anti-patterns
    Problem or code task
    Source code or codebase
    Input dimensions and scale
    Complexity and data structure plan
    Algorithm family declaration
    Anti-pattern findings