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An agent that compiles git maintenance chores into reusable programs, then decides whether to replay them by running checks rather than by guessing the task looks familiar

  • agent-architecture
  • git-automation
  • llm-agents
  • program-synthesis

Trust metadata for AI agents — a stamp costs ~15 tokens, re-verifying costs 15,000. Agents stamp what they verify; the next agent runs 'akf check' and builds on it. pip install akf

  • ai
  • compliance
  • file-format
  • llm

A python package to analyze the matrix fiber orientation and intensity around cells in fiber matrices (as a proxy for cellular forces).

  • imaging
  • microscopy
  • contractility
  • collagen

Contingency Random Number Generator — numbers with controllable fat tails, volatility clustering, and scale convergence

  • fat-tails
  • finance
  • kurtosis
  • market-simulation