CHB-learner

Use corpus-backed AAAI accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a AAAI-targeted conference paper, while separately verifying current official policy.

Use corpus-backed ACL accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a ACL-targeted conference paper, while separately verifying current official policy.

Use corpus-backed COLM accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a COLM-targeted conference paper, while separately verifying current official policy.

Use corpus-backed COLT accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a COLT-targeted conference paper, while separately verifying current official policy.

Route a CS/AI conference-paper idea to corpus-backed venue skills and pilot depth packs. Use when the user provides a paper abstract, contribution, experiment status, or target venue uncertainty.

Use corpus-backed CoRL accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a CoRL-targeted conference paper, while separately verifying current official policy.

Use corpus-backed CVPR accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a CVPR-targeted conference paper, while separately verifying current official policy.

Use corpus-backed ECCV accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a ECCV-targeted conference paper, while separately verifying current official policy.

论文抓取（3 步流水线的第 1 步）。根据 Claude 生成的多样化关键词，执行多源检索、 规范化、去重、排序和基础富化，输出 candidates/source_diagnostics/dedup_stats 供后续 skill 使用。 触发词："论文抓取"、"跑一下论文抓取" 支持多天模式："过去3天论文推荐"、"过去一周论文推荐"、"过去一周的论文"、"抓 3 天的论文"、"最近5天"

论文笔记生成（3 步流水线的第 3 步）。为推荐论文生成完整笔记，链接回填到推荐文件。 目录页默认自动刷新，git 自动化默认关闭。 触发词："批量笔记"、"跑一下论文笔记"

论文点评（3 步流水线的第 2 步）。读取多源检索后的候选论文数据，Claude 判断相关性，生成推荐点评， 保存推荐文件到 Obsidian。 触发词："论文点评"、"跑一下论文点评"

每日论文推荐的一句话总入口。用户说"今日论文推荐""过去3天论文推荐""过去一周论文推荐" "最近3天论文""看看这周有啥论文"时使用。 内部会自动：关键词丰富化 → 多源检索 → 规范化去重 → Claude判断相关性 → 生成推荐 → 生成笔记。 如果用户没有指定关键词，使用共享配置中的 `daily.keywords`；旧配置 `daily_paper_keywords` 仍兼容。

用户说"调研XXX领域的文章"、"帮我搜索XXX相关论文"、"我想了解一下XXX方向"时使用。 根据用户输入的主题，用 LLM 生成多样化检索关键词，然后自动抓取、点评、更新 summary 候选列表。 调研阶段不精读论文，不调用 paper-reader，不下载 PDF，不抽图。 **触发词**：调研、搜索、了解、看看XX方向、XX领域文章

Use when user asks to "read paper", "analyze paper", "summarize paper", "读论文", "分析文献", "帮我看一下这篇paper", "论文笔记", or provides a PDF file that appears to be an academic paper. **重要触发词**: "读一下 XXX"、"精读 XXX"、"生成笔记 XXX"、"帮我读 XXX" → 必须调用此 skill **不要触发**: 用户只说"读一下"但没有给论文名、链接或 PDF 时，不启动深读；先列出 summary 中待精读候选让用户选择。

指导用户与代理在多源网站（招聘站、聚合页、企业官网、社区与远程岗位列表）系统性检索与汇总岗位；含去重、筛选、合规边界。本地落地自动化可参考仓库 get_jobs（Boss/猎聘/51job/智联、Playwright、Spring Boot）。在用户要「找工作、搜岗位、全网职位、聚合招聘信息、用 get_jobs」时使用本 skill。触发词：找工作、搜岗位、职位搜索、招聘信息聚合。