Writer Self-loop (fix only what fails)

Purpose: make writing converge without rewriting the whole paper.

This is the writing self-healing loop:

Default mode: semantic triage (LLM-first)

Treat the gate as a router, not as a reason to rewrite everything.

• First, classify each failure as: evidence substrate vs writing execution vs voice contamination vs citation hygiene.
• Then, fix the earliest responsible artifact (often not the merged draft).
• Rewrite only the failing files; do not churn working sections.

If you do not run the helper script, you can still execute this skill by reading sections/*.md + packs and writing output/WRITER_SELFLOOP_TODO.md manually in the same PASS/FAIL style.

Role cards (use explicitly)

Writing Manager (triage + convergence)