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PROJECT_CONTEXT.md

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type project-context
project shape-budget
status active
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project-context
shape-budget

Shape Budget Project Context

This note is the vault-native context entrypoint for [[shape-budget/README]].

Core Claim

The central claim is that the Budget Governor Principle is the compact latent control logic for the tested constant-sum shape families. In the symmetric two-source ellipse base case, the normalized ratio e = c / a governs the normalized family and can be operationally recovered from boundary data.

Canonical Entry Points

  • [[shape-budget/README]]
  • [[shape-budget/technical-note/technical_note]]
  • [[shape-budget/experiments/concept]]
  • [[shape-budget/experiments/derivation]]
  • [[shape-budget/experiments/research-roadmap]]

Recent Experiment Notes

  • [[shape-budget/experiments/notes/discovery]]
  • [[shape-budget/experiments/notes/follow-ups]]
  • [[shape-budget/experiments/notes/2026-03-31-obsidian-vault-context-smoke-test]]

Current High-Signal Adjacent Docs

  • [[shape-budget/docs/INTELLIGENT-BANK-DESIGN]]
  • [[shape-budget/docs/SOLVER_CHALLENGES]]
  • [[shape-budget/docs/insights/pose-free-alpha-failure]]
  • [[shape-budget/docs/insights/persistent-altas-modes]]

Open Working Threads

  • Localize the next strongest bounded experiment without rereading the entire repo.
  • Keep the repo README.md, technical note, and experiment notes in agreement about scope limits.
  • Use experiment notes as the durable place for Codex to log hypotheses, commands, outputs, and next steps.

Vault Conventions For This Repo

  • Treat [[shape-budget/README]] as the canonical project entrypoint.
  • Keep richer local context in this note.
  • Add new experiment records under shape-budget/experiments/notes/.
  • Link code and generated outputs with normal markdown links rather than trying to turn them into graph-native notes.