nature-benchmark

Nature Methods / Nature Communications Benchmark 论文写作顾问 — 基于 11 篇 Nature 系列 benchmark paper 的写作模式蒸馏,涵盖单细胞组学整合、空间转录组学、长读长测序、DNA 基础模型、omics 工具系统评测等领域,指导用户完成从选题到终稿的全流程

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repo-audit

深度分析 repo 结构、逻辑、依赖和配置,生成结构化审计报告。 产出两份文档:docs/repo-audit.md(人读)和 docs/repo-audit.json(机读,供 repo-tidy 消费)。 分析优先级:项目结构 > 逻辑疑问 > 代码重复 > 配置管理 > 死代码 > 硬编码 > 依赖健康。 所有不确定的发现收集为问题,一次性呈现给用户批量回答。 TRIGGER when: "审计 repo", "audit repo", "分析项目结构", "repo 理解", "帮我理解这个项目", "review repo structure", or /repo-audit command. DO NOT TRIGGER when: user wants to clean/tidy files (use repo-tidy), user wants to refactor code logic (use optimize), user wants to plan a new feature (use ccplan), user wants a code overview document (use summarize).

Repository SourceNeeds Review
Coding

repo-tidy

整理 working repo:清理垃圾文件、归档散落文件、梳理 Git 状态。 根据 repo 类型(code / docs / data / general)应用不同策略。 所有操作先 git stash 兜底,提出计划等用户确认后再执行。 TRIGGER when: "整理 repo", "clean up repo", "tidy repo", "repo 太乱了", "清理项目", "organize files", or /repo-tidy command. DO NOT TRIGGER when: user wants to refactor code logic (use code-optimizer), or wants to restructure architecture (use ccplan).

Repository SourceNeeds Review
Research

outdoor-monitoring-analysis

Detects targets such as people, vehicles, non-motorized vehicles, and pets within target areas; supports batch image analysis, suitable for outdoor surveillance scenarios like courtyards, orchards, and farms. | 户外看护智能监测分析技能,检测目标区域内的人、车、非机动车、宠物等目标,支持批量图片分析,适用于庭院、果园、养殖场等户外区域看护场景

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Research

fall-detection-video-analysis

Detects whether anyone has fallen within a target area. Supports video stream analysis and is suitable for real-time safety monitoring of elderly people living alone. | 跌倒检测视频版技能,检测目标区域内是否有人跌倒,支持视频流检测,适用于独居老人居家安全监测

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nature-benchmark | V50.AI