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31ac2f1ac7 feat(pipeline): 报告可启用第八章文本挖掘探针替代原 §8.3 关注词与场景 
Made-with: Cursor
 2026-04-16 16:22:12 +08:00
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b19a987a06 feat(pipeline): 探针 LLM 从评论推断使用场景（不接场景分组） 
Made-with: Cursor
 2026-04-16 16:05:05 +08:00
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872874b41e fix(pipeline): 探针 LLM 禁止逐条粘贴摘录并收紧上下文条数 
Made-with: Cursor
 2026-04-16 15:54:28 +08:00
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f69e02a27a refactor(pipeline): 第八章文本挖掘探针独立 LLM 输入与提示词 
Made-with: Cursor
 2026-04-16 15:40:43 +08:00
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fe39150d62 refactor(demo): 探针 LLM 改为细类归纳（与 comment_groups 同源） 
Made-with: Cursor
 2026-04-16 15:36:29 +08:00
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a6f04c1f8d feat(demo): 探针脚本支持按细类生成词云图 
Made-with: Cursor
 2026-04-16 15:27:14 +08:00
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e83cd68462 feat(demo): 第八章文本挖掘探针脚本（分词/TF-IDF/共现/LDA/可选LLM） 
Made-with: Cursor
 2026-04-16 15:20:34 +08:00
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0e353318e1 feat(report): §8.2 先按评分分桶再统计口语短语 
Made-with: Cursor
 2026-04-16 14:57:58 +08:00
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9d4881a01c fix(report): 扩充正向包装短语并澄清口语条形图口径 
Made-with: Cursor
 2026-04-16 14:21:32 +08:00
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0cb54f679b feat(llm): 策略稿促销节须对齐 price_promotion_signals 
策略大模型提示要求依据 brief 中活动话术命中与券后价差字段写满减/券/红包等假设；禁止编造面额；活动子串补充红包/京豆。

Made-with: Cursor
 2026-04-16 14:13:33 +08:00
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1495161850 fix(report): 负向归纳对齐分量类抱怨并约束质地表述 
默认关注词与负向口语短语表补充分量/量少等；§8.2 情感大模型提示要求对照 negative_lexeme_hits 条数、勿将未命中的质地问题写成主诉；lexeme 说明补充预设表局限。

Made-with: Cursor
 2026-04-16 14:03:24 +08:00
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505352ecda feat(llm): 策略稿「转化与体验」须兼顾正负面 
在 STRATEGY_OPPORTUNITIES_SYSTEM 中要求该节同时依据 brief 写正向体验线索与负向摩擦/抱怨，避免只写一侧。

Made-with: Cursor
 2026-04-16 11:07:02 +08:00
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b10d282980 test(pipeline): 单细类评论要点归纳 LLM 烟测（mock 网关） 
构造仅「饼干」矩阵细类的 build_comment_groups_llm_payload，断言 generate_comment_group_summaries_llm 与 chunked 单组时各调用一次网关，且 user JSON 含 keyword 与 group。

Made-with: Cursor
 2026-04-16 10:52:04 +08:00
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0be4049860 docs(copy): 将「口径」改为计数规则、说明、价格来源等通俗表述 
报告正文、简报、策略草稿、API 说明与 LLM 提示中避免「统计口径」等行话；列表 CSV 表头「销量口径」改为「销量展示」；日报目录未改。

Made-with: Cursor
 2026-04-16 10:43:44 +08:00
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a2523415d5 docs(copy): 用「归类」替换易误解的「桶」表述 
报告说明、docstring 与情感分析 LLM 提示中的「分桶/乱桶」等改为归类、关键词规则等通俗说法；JSON 字段名 sentiment_bucket_method 未改。

Made-with: Cursor
 2026-04-16 10:40:39 +08:00
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30a6bc4405 fix(report): 细类扇图口径与版式统一 
_category_mix 增加（其余细类）使简报与扇形图合计等于有效矩阵 SKU 数；§4.3 去掉易与图不一致的 Markdown 表格与规则摘要，仅保留扇形图；全部扇形图默认画布统一为 4.9×3.65 英寸。

Made-with: Cursor
 2026-04-16 10:38:21 +08:00
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99d1b23b63 feat(pipeline): 按矩阵细类拆分 group 归纳 LLM 请求 
§5/§6/§8 等 payload 仍含全部细类，但默认对每个细类单独调用网关并拼接 Markdown，降低单次上下文并减少跨类干扰。report_config.llm_group_summaries_chunk_by_matrix 可关闭；环境变量 MA_LLM_GROUP_SUMMARIES_BULK=1 恢复单次打包调用。

Made-with: Cursor
 2026-04-16 10:34:29 +08:00
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a43e1f9b1d feat(dataset): 搜索/宽表支持按解析后销量与评价量排序 
新增 sales_sort_value、comment_count_sort_value 与 volume_parse；入库与迁移回填；sort=total_sales|comment_count；前端排序下拉文案。

Made-with: Cursor
 2026-04-16 10:15:24 +08:00
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f21bfbe02b feat(dataset): 店铺改为下拉选择，接口 shop 精确匹配 
摘要增加 shop_options；筛选参数由 shop_q 改为 shop；合并表匹配 shop_name 或 detail_shop_name。

Made-with: Cursor
 2026-04-16 10:08:06 +08:00
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5ea55233b1 feat(dataset): 类目文案统一并支持按店铺名筛选 
摘要 category_options；列/导出「类目」；查询参数 shop_q 模糊匹配店铺（搜索 shop_name、商详 detail_shop_name、宽表双列）。

Made-with: Cursor
 2026-04-16 10:04:18 +08:00
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d95189723c refactor(dataset): 类目筛选改为报告矩阵细类名（report_group） 
新增 matrix_group_label 与 jd_competitor_report 同源路径解析；API 使用 report_group 字符串；摘要返回 report_group_options；搜索行按 SKU 从合并表回填细类；导出含报告细类列；前端下拉展示饼干/米等名称。

Made-with: Cursor
 2026-04-16 09:58:22 +08:00
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f915653104 feat(dataset): 库内浏览支持跳转页、排序与类目价格筛选 
新增 JdLeafCategoryNorm 与 price 解析字段；数据集 API 支持 sort/order、category_norm_id、price 区间与类目路径模糊；摘要返回类目选项；前端 JobDatasetModal 增加筛选与分页跳转。

Made-with: Cursor
 2026-04-16 09:51:26 +08:00
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da11f49572 chore: 将 Cursor 规则纳入版本库并约定提交说明使用中文 
Made-with: Cursor
 2026-04-15 17:58:25 +08:00
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9cea35a665 fix(report): drop §4 brand/shop tables, align CR with pie charts 
Remove duplicate Markdown tables under 4.1/4.2; compute CR from strip-normalized names matching list_*_mix_top pies. Smaller figsize for list brand/shop pies; default pie slightly compact. Deduplicate test_mix_top_remainder test; assert _structure_names_for_pie_counter length.

Made-with: Cursor
 2026-04-15 17:54:53 +08:00
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b5012a366e fix(pipeline): scope comment-evidence rules to COMMENT_GROUPS only 
Revert duplicate-opening and benefit-claim constraints from matrix, scenario, price, promo, §8.5 report, and strategy prompts. Strengthen COMMENT_GROUPS_SYSTEM: comment-only sourcing, no keyword boilerplate as user voice, varied openings, evidence-anchored benefits.

Made-with: Cursor
 2026-04-15 17:42:51 +08:00
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6280e436d8 feat(pipeline): JD 流水线 CSV 纯中文表头与模块目录重构 
- 统一 csv_schema 与搜索/合并/评价/商详导出为纯中文列名，入库与视图按中文表头解析

- 竞品分析报告兼容新旧表头；新增 csv_header_rewrite 与 rewrite_pipeline_csv_headers 管理命令

- 调整 pipeline 至 jd、llm、reporting、demos 子包并更新任务与测试引用

- 新增购买者优惠摘要抽取、合并表 regen/ingest 命令、0016 迁移及相关测试

Made-with: Cursor
 2026-04-15 16:02:29 +08:00
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5cafa75ab7 feat(pipeline): 新增 Markdown 文档导出、单测与价格分组 LLM 演示脚本 
补充 md_document_export 的 DOCX/PDF 导出能力及回归测试，并加入 run_price_groups_llm_demo 便于本地演示。

Made-with: Cursor
 2026-04-15 09:32:32 +08:00
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43b72cb32e feat: 关注词与场景延伸、报告体验与导出修复 
- 流水线：评价关注词与使用场景的大模型延伸（jd_runner、竞品报告、测试）

- 界面：报告生成与查看的通俗化文案；策略稿集中度按店铺/品牌区分

- 导出：PDF 插图限制最大尺寸避免 LayoutError；报告 Word/PDF 改为 blob 下载；策略稿导出错误解析；PDF 补充 Linux 中文字体路径

Made-with: Cursor
 2026-04-14 18:23:25 +08:00
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3d6193af06 feat(brief): plain-language concentration keys and copy 
- Add first_share/top_three_combined_share plus cr1/cr3 readers
- Brief/schema/footnotes and LLM prompts avoid dev jargon where possible
- Frontend JD analysis/dataset hints in business-friendly wording

Made-with: Cursor
 2026-04-14 17:28:52 +08:00
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c3fdb2b970 fix(report): align shop/brand pie denominators with §4 CR table via mix tail bucket 
Made-with: Cursor
 2026-04-14 17:28:52 +08:00
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e20250e7a6 fix(pipeline): add JdJobSearchRow.total_sales for API dataset export 
Made-with: Cursor
 2026-04-14 17:28:52 +08:00
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36aa36c60b refactor(pipeline): inline total_sales fallback; remove temp backfill script; add refresh command 
Made-with: Cursor
 2026-04-14 17:28:52 +08:00
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b4e97a4c34 feat(pipeline): backfill totalSales column from pc_search_raw without re-crawl 
Made-with: Cursor
 2026-04-14 17:28:52 +08:00
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8611e78a26 feat(jd-pipeline): matrix chart and brief use totalSales for sales volume 
Made-with: Cursor
 2026-04-14 17:28:17 +08:00
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2473a7cdac fix(charts): show review counts on matrix x-axis as 万/亿, not scientific notation 
Made-with: Cursor
 2026-04-14 17:27:38 +08:00
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23d6a0932b fix(charts): independent Y axes for focus vs scenario combo bars 
Made-with: Cursor
 2026-04-14 17:27:38 +08:00
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d99d9d2ab0 feat(report): combine focus-keyword and scenario charts per matrix group 
Made-with: Cursor
 2026-04-14 17:27:38 +08:00
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5fe4ac4ffe feat(pipeline): add LLM summaries for usage scenarios (§8.4) 
Made-with: Cursor
 2026-04-14 17:27:38 +08:00
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d2135e9a6e feat(report): drop chapter 7 product claims (detail attributes summary) 
Made-with: Cursor
 2026-04-14 17:27:19 +08:00
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f994555f9f feat(pipeline): remove llm section bridges from report generation 
Made-with: Cursor
 2026-04-14 17:27:19 +08:00
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c244a2902e refactor(report): drop §5 markdown tables, charts + CSV only 
Made-with: Cursor
 2026-04-14 17:27:03 +08:00
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9d1ff31b23 fix(report): default LLM flags, embed §5 matrix charts, slim table 
Merge missing keys from get_default_report_config into effective report_config so llm_* switches default on when absent. §5 embeds chart_matrix_prices_reviews per fine category (price + review-volume bars, Y=title) and replaces the wide matrix with a compact table. Matrix chart Y-labels allow longer titles (48 chars).

Made-with: Cursor
 2026-04-14 17:27:03 +08:00
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4bb94173a5 feat(pipeline): LLM chapters demo script; shrink comment-group prompts 
Add run_report_llm_chapters_demo.py to exercise matrix/price/sentiment/comment_groups/bridges and report supplement. generate_comment_group_summaries_llm now compacts per-group text in tiers so large multi-group runs stay under context limits with default max_tokens.

Made-with: Cursor
 2026-04-14 17:27:03 +08:00
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c6560bd12b fix(report): use detail_category_path only for matrix and fine-category stats 
Made-with: Cursor
 2026-04-14 17:25:54 +08:00
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e73f1ffe8d fix(ui): add clear local lock for regenerate-report button 
Made-with: Cursor
 2026-04-14 17:13:01 +08:00
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f7a4754e56 feat(report): wire LLM group summaries, improve matrix labels and chart Y-axis 
Made-with: Cursor
 2026-04-14 17:13:01 +08:00
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11b9c24334 docs(report): clarify LLM keyword/scenario extension in brief notes 
Made-with: Cursor
 2026-04-14 17:12:32 +08:00
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4cae885200 Revert "docs(report): note LLM keyword/scenario extension in competitor brief" 
This reverts commit 70b0b247f4d8ffd66120237ee6154f993fb2d733.
 2026-04-14 17:12:32 +08:00
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30a985f749 docs(report): note LLM keyword/scenario extension in competitor brief 
Made-with: Cursor
 2026-04-14 17:12:32 +08:00
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6a9b6af321 test(pipeline): restore llm_keyword_suggest parse unit tests 
Made-with: Cursor
 2026-04-14 17:12:31 +08:00