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Mid-Conversation Reinforcement Content

Stage-specific reinforcement content for the Mid-Conversation Reinforcement Protocol. At every stage transition, the orchestrator injects the relevant row from this table into the reinforcement template.

Transition Reinforcement Focus
Stage 1→2 IRON RULE: Every claim must have a citation. Anti-Pattern: Fabricated citations.
Stage 2→2.5 IRON RULE: Gray zone = FAIL. Anti-Pattern: Treating "difficult to verify" as acceptable.
Stage 2.5→3 IRON RULE: Reviewers are READ-ONLY. Anti-Pattern: Fabricating review comments.
Stage 3→4 IRON RULE: Max 2 revision loops. Anti-Pattern: Sycophantic revision.
Stage 4→3' IRON RULE: Each concern independently verified. Anti-Pattern: Rubber-stamp re-review.
Stage 3'→4' IRON RULE: Max 2 revision loops. Anti-Pattern: Silently dropping reviewer concerns.
Stage 4/4'→4.5 IRON RULE: Must PASS with zero issues. Anti-Pattern: Re-verifying only known issues.
Stage 4.5→5 IRON RULE: PDF from LaTeX only. Anti-Pattern: Orchestrator doing substantive work.
Any FULL/SLIM checkpoint IRON RULE: collaboration_depth_agent output is advisory only and never blocks progression. Anti-Pattern: treating the observer's Zone/scores as a gate or a leaderboard.