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References

Where this harness was studied and drawn from — the sources that shaped PREVC, the planning pipeline, and the separation of roles.

External sources​

Patterns preserved​

  • Keep global instructions concise and load specialized context only when needed.
  • Separate planning, implementation, validation, and confirmation.
  • Use executable evidence and explicit stopping rules for autonomous behavior.
  • Treat external content and privileged operations as untrusted.