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AGENTS.md — @optimitron/wishocracy

Scope

RAPPA calculation engine — Randomized Aggregated Pairwise Preference Allocation. Pure math for preference aggregation, eigenvector methods, alignment scoring, and manipulation detection.

Key Exports (do not break these signatures)

  • Pairwise comparison and aggregation functions
  • Weighted aggregation with eigenvector methods
  • Alignment analysis and scoring
  • Convergence testing
  • Matrix completion and bootstrap confidence intervals
  • Manipulation detection

Dependencies

None. Standalone pure math library. Must never import from any other @optimitron/* package.

Rules

  • Browser-safe. No Node.js-only APIs, no Prisma, no DB imports.
  • Paper compliance. Before changing any algorithm, read the Wishocracy paper (wishocracy.warondisease.org).
  • Pure functions. No side effects, no I/O. Input data in, results out.

Off-Limits

  • Any other packages/* directory
  • packages/db/prisma/schema.prisma