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Ops & Self-healing

Review Repair Learning Loop

A marked-up draft goes back to whoever wrote it carrying the exact reasons, gets repaired and independently re-reviewed until it clears the bar or a bounded number of loops hands it to a person, and a reason that keeps coming back becomes a proposed drafting rule the operator approves rather than a rule the system quietly gives itself.

A marked-up draft goes back to whoever wrote it carrying the exact reasons, gets repaired and independently re-reviewed until it clears the bar or a bounded number of loops hands it to a person, and a reason that keeps coming back becomes a proposed drafting rule the operator approves rather than a rule the system quietly gives itself.

The scoreboard

A marked-up draft goes back to whoever wrote it carrying the exact reasons, gets repaired and independently re-reviewed until it clears the bar or a bounded number of loops hands it to a person, and a reason that keeps coming back becomes a proposed drafting rule the operator approves rather than a rule the system quietly gives itself.

What’s in the play

  • A complete 4-member Team
  • The version-pinned Play, Player configurations, typed handoffs, schemas, and fixtures
  • Project-local adapters for Claude Code, Codex, Cursor, Hermes, and OpenClaw
  • Offline verification and Player-aware run receipts

Tools it connects to

operator-handoff.sendfs.write

Team and proof

  • 4 Players are included. Names and assignments unlock after purchase.
  • Offline synthetic fixture included
  • Player-aware routing and run receipts
  • Byte-for-byte reproducible package with a published SHA-256

Safe sample output

A validated review repair learning loop artifact written inside your project.