借鉴 Karpathy autoresearch 的 change→score→keep/rollback 模式: - humanness_score.py: 固定打分器,两层评分(客观checklist + 主观读者感) 6项客观检查:禁用词/真实引用/破句/句长方差/段长方差/词汇温度 1项主观LLM判官(stub,需配置API) 复合分 0-100(越低越像人) - optimize_loop.py: 迭代框架,通过修改 writing-config.yaml 参数 自动生成文章→打分→保留或回滚→记录到 results.tsv Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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| .. | ||
| build_playbook.py | ||
| fetch_hotspots.py | ||
| fetch_stats.py | ||
| humanness_score.py | ||
| learn_edits.py | ||
| optimize_loop.py | ||
| seo_keywords.py | ||