Writer Self-loop (fix only what fails)

Triggers & routing

• Trigger: writer self-loop, writing loop, quality gate loop, rewrite failing sections, 自循环, 反复改到 PASS.
• Use when: per-section files exist but C5 is FAIL/BLOCKED (thin sections, missing leads/front matter, citation-scope violations, generator voice).

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.