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Project Continuity

Before making changes in a new session:

  1. Read AGENTS.md completely.
  2. Read docs/PROJECT_STATE.md completely.
  3. Inspect Git status. If .git is absent, report that limitation instead of inventing a clean or dirty status.
  4. Treat actual code, tests, and outputs as the final source of truth.
  5. Treat docs/PROJECT_STATE.md as the persistent project handoff.
  6. Do not repeat already verified expensive experiments without a concrete reason.
  7. Do not modify FROZEN components without explicit new evidence or user request.
  8. Do not introduce testcase-specific hacks or task-ID branches.
  9. Prefer general fixes with regression tests.
  10. Clearly distinguish PASS, FAIL, LIMITATION, NOT TESTED, PLANNED, and FROZEN.
  11. The presence of legacy World Model, collector, MPPI, V-JEPA, Dreamer, or TD-MPC2 code does not mean it is integrated with or validated on the current Helsinki navigation stack.

Before ending a substantial session:

  1. Update docs/PROJECT_STATE.md.
  2. Record only work actually completed.
  3. Record exact validation results.
  4. Record important output paths.
  5. Record new limitations.
  6. Record architecture decisions.
  7. Record the next milestone.
  8. Make the file usable by a fresh Codex session with no chat history.