ahang1598
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- ▌ Linkfox Aigc Imagegen Cloth · ahang1598 bundle服饰图生成(模特/服装类)。支持单张或套图:白底图(隐形模特)、模特图、种草图、卖点图、A+图、尺码图。单张单类型直接出图;多张多类型自动编排规划。用户上传模特图或服饰图(上装/下装/连衣裙/外套/鞋帽等)并说"做套图""做模特图""做种草图""做卖点图""做A+图""做尺码图""做服饰白底图"时触发。纯图片编辑操作走 linkfox-aigc-imagegen。
- ▌ Linkfox Aigc Videogen Multi · ahang1598 bundle多参考图生视频工具,根据多张参考图和提示词生成视频。支持模型KLING可灵/SEED豆包/SEED_FAST/HAPPY_HORSE百炼,可控制时长、Pro模式、声音、宽高比、生视频"、"多图视频"、"多张图片生成视频"、"多参考图生视频"、"multi image video"、"multiple images to video"时触发。
- ▌ Linkfox Amazon Alexa Search · ahang1598 bundle通过亚马逊前台的 Alexa 购物助手发起自然语言问答,获取与问题相关的导购回答、推荐商品分组、ASIN 列表,以及可继续追问的问题。每次调用仅支持 1 条 prompt,如需追问须由 agent 总结上下文后拼接新问题发起新请求。可用 url 补充亚马逊页面上下文。当用户提到亚马逊 Alexa、Alexa 购物助手、亚马逊智能助手、AI 导购、对话式选品、自然语言购物、亚马逊聊天问答、Amazon Alexa shopping, conversational shopping, AI shopping assistant, follow-up questions、产品推荐对话、上下文追问等场景时触发此技能。即使用户未明确提及"Alexa",只要其需求是"在亚马逊前台用自然语言问出商品推荐",也应触发此技能。
- ▌ Linkfox Amazon Reviews List · ahang1598 bundle按ASIN获取并分析亚马逊商品评论,支持15个站点(含美国站),按星级筛选评论。当用户提到亚马逊评论、美国站评论、商品评价、买家投诉、差评、好评、星级评分、评论分析、评论情感、产品改良建议、Vine评论、已验证购买评论、竞品评论研究、Amazon reviews, US reviews, Amazon.com reviews, product feedback, negative review analysis, positive review analysis, star rating filter, review sentiment analysis, product improvement insights, Vine reviews, competitor reviews, customer feedback时触发此技能。即使用户未明确说"评论",只要其需求涉及读取、筛选或分析亚马逊商品的买家评论,也应触发此技能。
- ▌ Linkfox Amazon Widget Miner · ahang1598 bundleAmazon Widget 分类卡片专门挖掘工具。基于 www.amazon.com/suggestions API, 专注发现和提取 Amazon 推荐引擎返回的 WidgetSuggestion 分类卡片(含子分类标签、完整关键词、商品图片URL、搜索URL)。 采用多策略触发(a-z扫描+品类修饰词+数字单位后缀+介词扩展)+ Widget标签递归扩展(把子分类标签拼回种子词做二次/三轮查询,发现嵌套分类)。 用户说"挖Widget卡片""Widget分类词""Amazon卡片词""分类卡片挖掘""widget mining""card mining""挖带图片的分类词""by type扩展"时触发。 即使用户没说"Widget",只要意图是"获取Amazon搜索建议中的分类卡片(带图片和搜索链接的高价值分类词)"就应触发本skill。 与 linkfox-amazon-suggestion-miner 的区别:后者覆盖全部关键词建议(7种模式),本skill专注Widget卡片这一高价值子集, 用更多前缀组合+递归扩展最大化卡片产出。两者互补:suggestion-miner 挖全量词,widget-miner 专挖带图片的分类卡片。 直接调Amazon公开API,不计费。
- ▌ Linkfox Listing Master Test · ahang1598 bundleAmazon Listing 全能生成器。输入竞品 ASIN,一键生成 Listing 文案(标题 + 五点描述 + 产品描述 + 后台搜索词)与 A+ 图片。支持三种模式:listing+图片 / 仅 listing / 仅图片。自动关键词分层、BAF 文案框架、Rufus 语义适配、A+ 版式复刻、卖点一致性校验与合规检测。用户说"写 listing"、"改 listing"、"复刻竞品 listing"、"生成 A+ 图"、"listing 打分"、"亚马逊文案优化"时触发。
- ▌ Linkfox Sif Keyword Summary · ahang1598 bundle在给定关键词下拆解所有竞品 ASIN 的流量来源——自然搜索、SP 广告、SB 品牌广告、SBV 视频广告、SP 推荐、AC/ER/TR 等推荐位,支持按 ASIN 过滤、指定日期区间及新进流量词等筛选。当用户提到关键词流量来源、该关键词下哪些竞品在抢流量、自然流量与付费流量占比、SP广告曝光、品牌广告占比、SP推荐位、推荐位广告/非广告拆分、搜索展示分析、Amazon's Choice或编辑推荐曝光、关键词竞争格局、ASIN流量构成、keyword traffic, traffic structure analysis, search share, ad share, traffic source distribution, SIF, traffic analysis, SP recommendation, recommend position breakdown时触发此技能。即使用户未明确提及"SIF",只要其需求涉及在某关键词下分析竞品 ASIN 的流量来源分布,也应触发此技能。
- ▌ Linkfox Zhihuiya Claim Data · ahang1598 bundle从智慧芽(PatSnap)获取专利权利要求数据。当用户提到专利权利要求、权利要求文本、独立权利要求、从属权利要求、权利要求数量、权利要求树、权利要求分析、权利要求范围、权利要求语言、想查看特定专利的权利要求部分、patent claims, independent claims, dependent claims, claims text, PatSnap时触发此技能。即使用户未明确提及"智慧芽"或"PatSnap",只要其请求涉及通过专利ID或公开号获取或分析专利权利要求信息,也应触发此技能。
- ▌ Screen Reader Testing · ahang1598Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.
- ▌ Similarity Search Patterns · ahang1598Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
- ▌ Competitive Landscape · ahang1598This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis.
- ▌ Relational Database MCP Cloudbase · ahang1598This is the required documentation for agents operating on the CloudBase Relational Database. It lists the only four supported tools for running SQL and managing security rules. Read the full content to understand why you must NOT use standard Application SDKs and how to safely execute INSERT, UPDATE, or DELETE operations without corrupting production data.
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- ▌ Game Dev Workflow · ahang1598游戏开发流程引导技能(策划阶段)。**强前置:仅当工作区根目录已存在 project.godot 且 godot-editor/ 已包含 Godot*.exe 时才可激活**。引导用户按「策划 → 开发 → 测试」顺序完成游戏。如果工作区是空的、或缺少 project.godot / 缺少 Godot 编辑器, **绝对不要启动本技能**,必须先调用 godot-setup(或走 project-init 路由)完成环境装配, 环境就绪后再进入策划。仅当明确说"开始策划""生成策划文档""设计 XX 系统" "完善玩法"等明确调起策划阶段的场景下才调用。
- ▌ Sites Hosting · ahang1598 bundleHost websites with Sites. Always use after `sites-building`, and use for website publishing, deployment, hosting management, or projects containing `.openai/hosting.json`.
- ▌ Create Data Context · ahang1598 bundleCreate, update, inspect, or repair Data Analytics semantic layers. Use when the user asks to save data context or create a semantic layer that future Data Analytics work can inspect and cite.
- ▌ Beisen Recruitment Demand Management · ahang1598北森招聘需求管理。用于查询招聘需求列表与详情、按需求状态/名称/编号/提出人筛选招聘需求、查看 HC/招聘人数、需求负责人、期望到岗时间、关联职位、Offer/待入职/已到岗等需求级进展。当用户询问招聘需求、HC、需求详情、需求状态、需求负责人、需求还差几人、需求到岗情况时使用。
- ▌ Picsetai Model Generate · ahang1598用于 Picset AI 电商视频流程中的模特图生成和模特形象确认。适用于用户希望商品视频、带货视频、种草视频、口播视频、广告视频或爆款复刻视频中出现固定模特形象,但没有提供模特图,或希望先生成可确认的模特图片作为视频素材的场景。该 Skill 会根据用户要求和电商短视频语境等需求,生成可用于后续视频生成或视频复刻流程的模特图片引用。
- ▌ Picsetai Video Generate · ahang1598用于 Picset AI 电商商品视频生成。适用于用户提供商品图,并希望生成商品带货视频、种草视频、口播视频、产品演示视频、开箱视频、痛点解决视频、品牌广告视频或其他电商短视频的场景。支持 UGC 种草、产品口播、带货短剧、产品演示、开箱种草、痛点解决、TVC 品牌广告等类型。该 Skill 会根据用户提出的视频要求,智能规划并提供多个脚本大纲方向,供用户选择,用户确认后交由服务端生成完整脚本并生成最终视频。
- ▌ International Trade Policy Change Early Warning · ahang1598 bundle检索并解读7大涉外领域法规变更及制裁名单更新,生成中文简报并标注多法域冲突。触发:EAR/SDN/ECCN变更、CFIUS/GDPR/UFLPA/FCPA追踪。不触发:制裁清单批量筛查。
- ▌ Review · ahang1598Review a vendor agreement, NDA, or SaaS subscription against your playbook. Identifies the agreement structure from titles, routes to the right review skill (vendor-agreement-review, nda-review, saas-msa-review), and integrates the output into a single memo. Use when the user says "review this contract", "check this MSA", "is this NDA okay", "look at this SaaS agreement", or attaches an inbound agreement for review.
- ▌ Cap Table · ahang1598 bundle基于历轮SPA计算当前股权结构+工商登记交叉验证+未来融资稀释模拟+反稀释调整计算。触发:Cap Table核验、股权结构验证、稀释模拟、反稀释调整。不触发:多轮条款一致性(→multi-round)、投资协议审查(→06)、尽调(→07)。
- ▌ Linkfox 1688 Search By Image · ahang1598 bundle1688平台以图搜图,通过商品图片精准检索外观相似或同款的1688货源,返回标题、价格、起批量、月销量、复购率、交易评分等核心数据。当用户提到1688以图搜图、1688找货源、以图找同款、跨境找工厂、1688识图、图片找货源、找相似货源、image search 1688、find supplier by image时触发此技能。即使用户未明确提及"以图搜图",只要用户提供了图片URL并希望在1688上查找匹配或相似的货源商品,也应触发此技能。
- ▌ Linkfox 1688 Source Profiler · ahang1598 bundle1688 货源匹配与利润核算全流程。输入一个亚马逊 ASIN,自动通过 SIF 反查关键词 → 前台搜索获取候选商品 → AIGC 智能推导 1688 搜索词和价格区间 → B1 店雷达 + B2 以图搜图两路并行 → AIGC 多模态验证 → 11 项全量成本净利润核算。当用户提到1688货源匹配、找货源、利润核算、成本拆解、批发价反推、货源验证、1688 sourcing, profit calculation, cost breakdown, supplier matching时触发此技能。
- ▌ Linkfox Echotik List Product · ahang1598 bundle搜索和分析TikTok商品数据,包括销量、达人带货数据、定价和佣金比例,覆盖16个TikTok Shop站点。当用户提到TikTok商品搜索、TikTok Shop商品分析、TikTok销量数据、达人带货销售、TikTok选品、TikTok佣金比例、TikTok商品排名、EchoTik数据查询、TikTok product search, TikTok sales, influencer sales, TikTok commission, TikTok product selection, short-video e-commerce, TikTok data时触发此技能。即使用户未明确提及"EchoTik"或"TikTok",只要其需求涉及在TikTok Shop上搜索商品或分析TikTok商品表现指标,也应触发此技能。
- ▌ Linkfox Keepa Product Search · ahang1598 bundle基于Keepa数据的亚马逊高级商品搜索与筛选,支持品类、价格、月销量、关键词、BSR排名、评论数、评分、包装尺寸、重量、配送方式等多维度条件。当用户提到Keepa选品、亚马逊商品查找、高级选品、BSR筛选、按销售排名选品、月销量过滤、关键词选品、品类选品、竞品筛选、小众商品发掘、历史排名筛选、Keepa product selection, advanced product selection, BSR filtering, sales filtering, category search, competitor screening, historical data filtering, Amazon product selection时触发此技能。即使用户未明确提及"Keepa",只要其需求涉及多条件亚马逊商品搜索、按销售指标筛选商品或超越简单关键词搜索的高级选品,也应触发此技能。
- ▌ Linkfox Keepa Product Series · ahang1598 bundle查询亚马逊商品的历史时序数据,包括价格走势、BSR(畅销排名)趋势、评分变化、卖家数量和月销量,支持多个亚马逊站点的任意ASIN。当用户提到价格历史、价格追踪、BSR历史、BSR趋势、历史定价、价格波动、Keepa数据、排名历史、降价提醒、秒杀历史价格、Buy Box价格趋势、优惠券价格、FBA/FBM价格对比、卖家数量变化、评分趋势、销量历史、price history, BSR trends, Keepa historical data, price tracking, sales history, rating changes, seller count changes, price fluctuation时触发此技能。即使用户未明确提及"Keepa"或"时序数据",只要其需求涉及亚马逊历史商品级数据(如价格、排名或销量随时间的变化趋势),也应触发此技能。
- ▌ Linkfox Sif Keyword Overview · ahang1598 bundle亚马逊市场关键词竞争度的SIF概览分析。当用户提到关键词竞争度、供需比、竞品数量、关键词搜索量估算、市场竞争力评估、关键词热度排名、广告竞争分析、某个关键词下的商品数量、keyword competition, supply-demand ratio, competitor count, search popularity, market competition analysis, SIF, keyword overview时触发此技能。即使用户未明确说"SIF",只要其需求涉及评估亚马逊上关键词层面的竞争强度、供需平衡或搜索结果商品数量,也应触发此技能。
- ▌ Service Mesh Observability · ahang1598Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.
- ▌ Market Sizing Analysis · ahang1598 bundleThis skill should be used when the user asks to "calculate TAM", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total addressable market", or requests market sizing analysis for a startup or business opportunity.
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- ▌ Sites Building · ahang1598 bundleUse Sites to build websites, including landing pages, portfolios, dashboards, portals, trackers, hubs, and internal tools. Always use Sites when the project contains `.openai/hosting.json`.
- ▌ Analyze Data Quality · ahang1598 bundleAssess whether structured data, query results, dashboards, or analytical evidence are trustworthy enough to use. Use when the task is to check data quality, reconcile conflicting sources or metric definitions, or decide whether evidence is safe to cite.
- ▌ Labor Dispute Rights Protection Scheme Comparison · ahang1598 bundle劳动争议多维权方案对比报告。触发:劳动仲裁/拖欠工资/违法解除/工伤待遇/未签合同/竞业限制等维权方案比较。不触发:民事案件维权(合同/侵权/借贷等非劳动关系纠纷)、具体文书起草、案件策略分析。
- ▌ Dpa Review · ahang1598Review a Data Processing Agreement against your DPA playbook — auto-detects whether you're processor or controller and applies the right half of the playbook. Use when the user says "review this DPA", "check this data processing addendum", "customer sent their DPA", "is this DPA okay", or attaches a DPA.
- ▌ Legal Doc Writer · ahang1598 bundle中国财税法律文书起草助手。当用户需要起草、审查或修改法律文书时应使用本 Skill,包括:税务筹划报告、法律意见书、合同税务条款、税务行政复议申请书、税务行政诉讼状、税务咨询报告、客户尽职调查报告、税务处理意见函等各类涉税法律文书。
- ▌ Amazon Fba Inventory Planning · ahang1598 bundlePlan FBA restocks, safety stock, and inbound shipments for Amazon sellers. Use when the user mentions inventory planning, restock recommendations, FBA prep, overstock, stockouts, seasonal inventory, days of cover, reorder point, demand forecast, or cash tied up in inventory. Also trigger on requests for safety-stock calculation, inbound shipment plans, aged inventory risk, or “how much should I send to FBA this week”. Prefer automated data pull via available report skills (e.g. 亚马逊-店铺报表) when the user wants full automation.
- ▌ Linkfox Aba Intelligent Query · ahang1598 bundle亚马逊ABA(品牌分析)搜索词数据的查询与分析,涵盖15个站点近3年的周维度数据。当用户提到ABA数据、亚马逊搜索词分析、关键词挖掘、搜索排名趋势、市场机会分析、季节性关键词、高点击低转化分析、蓝海词发现、竞品关键词分析、ABA data, search term report, keyword mining, search ranking trends, blue ocean keywords, click share, conversion share, seasonal keywords, market opportunity analysis, competitor keywords时触发此技能。即使用户未明确提及"ABA",只要其需求涉及亚马逊搜索词数据和排名分析,也应触发此技能。
- ▌ Linkfox Aba New Keyword Miner · ahang1598 bundleABA 新词挖掘专家(ABA New Keyword Mining Expert)——完整流程:ABA 智能查询返回 searchTerm + searchFrequencyRank,AI 批量翻译为中文,合并导出 6 列 CSV(序号/搜索词/中文翻译/搜索频率排名/标记/备注),支持 OFFSET 分页获取不重复批次。用户说"找季节性关键词""找爆发词""找新进入榜单的词""ABA挖词""导出ABA结果""找去年某月突然上榜的词""找近N周新进榜单的词""批量挖ABA关键词""导出CSV方便筛选""ABA关键词翻译""ABA新词挖掘""seasonal keyword mining""ABA keyword export""find trending search terms""export ABA to CSV""translate ABA keywords""ABA new keyword mining"时触发。即使用户没说"挖掘"二字,只要意图是"用ABA数据按时间/排名条件筛选搜索词并导出"就应触发本skill。与linkfox-aba-intelligent-query的区别:本skill专注"挖掘+翻译+导出"完整工作流,自带AI翻译、CSV落盘和分页去重;如果只需查单个词的排名趋势或Top ASIN点击转化,用linkfox-aba-intelligent-query。按动态规则计费,同一会话同参数24h缓存。
- ▌ Linkfox AI Mode Google Search · ahang1598 bundle基于 Google 搜索的 AI 概览(AI Overview / AI Mode)抓取,针对一个关键词返回主搜索的 AI 概览要点,适合用最新网页信息做深度调研、技术问答、长尾选品分析、海外消费者偏好分析。仅支持单轮对话,如需追问须由 agent 总结上下文后发起新请求。当用户提到 Google AI、AI Overview、AI Mode、谷歌AI概览、谷歌AI搜索、海外深度调研、长尾选品调研、消费者偏好分析、网页要点总结、Google AI search, AI Overview, AI Mode, deep research, consumer preference analysis 等场景时触发此技能。即使用户未明确提到"Google AI",只要其需求是"用谷歌搜索 + AI 总结网页要点",也应触发此技能。
- ▌ Linkfox Aigc Imagegen Product · ahang1598 bundle商品图生成(非服饰类)。支持单张或套图:白底主图、场景图、特写图、卖点版式图、A+详情页图。单张单类型直接出图;多张多类型自动编排规划。用户说"做套图""做白底图""做场景图""做卖点图""做A+图""做特写图"时触发。纯图片编辑操作走 linkfox-aigc-imagegen。
- ▌ Linkfox Amazon Product Detail · ahang1598 bundle通过ASIN获取亚马逊商品详细信息,包括标题、图片、五点描述、规格参数、A+页面、价格、评分评论、变体等。当用户提到亚马逊商品详情、ASIN查询、商品页面数据、Listing分析、五点描述提取、商品图片获取、变体查看、竞品Listing研究、价格查询、评论拆解、商品规格查询、Amazon product details, ASIN lookup, listing analysis, bullet points, variant info, product pricing, ratings and reviews, A+ content, product specifications, product images时触发此技能。即使用户未明确说"商品详情",只要其需求涉及通过ASIN获取亚马逊商品页面的结构化数据,也应触发此技能。
- ▌ Linkfox Dld Product Billboard · ahang1598 bundle查询1688商品热销榜单数据,用于货源发现和批发选品调研。当用户提到1688商品排行、1688热销榜、批发爆款商品、国内货源榜单、一件代发选品、1688趋势商品、批量采购热门品、供应商商品排名、1688 billboard, 1688 bestsellers, sourcing rankings, wholesale hot products, trending product rankings, supplier rankings, 1688 trends时触发此技能。即使用户未明确提及"1688榜单",只要其需求涉及发现1688平台上的热销批发商品或货源机会,也应触发此技能。
- ▌ Linkfox Keepa Product Request · ahang1598 bundle通过ASIN获取亚马逊商品详情,包括价格、标题、主图、上架日期、材质、重量、变体月销量及近12个月的月销数据。当用户查询亚马逊商品详情、ASIN查询、商品定价、销售排名历史、月销量趋势、商品尺寸、FBA费用、产品规格、批量ASIN查询、Keepa product details, ASIN detail lookup, monthly sales data, pricing info, product specifications, FBA fees, batch ASIN query时触发此技能。即使用户未明确提及"Keepa",只要其需求涉及获取一个或多个亚马逊ASIN的结构化商品数据,也应触发此技能。
- ▌ Linkfox Zhihuiya Bibliography · ahang1598 bundle通过专利ID或公开号查询智慧芽专利数据库中的专利著录(书目)信息。当用户提到专利著录信息查询、专利书目信息、专利申请人查询、专利发明人查询、专利分类号、专利摘要获取、专利引用分析、专利优先权主张、专利申请引用、专利审查员信息、patent bibliographic data, inventor lookup, applicant lookup, patent classification, patent metadata, PatSnap, patent citations时触发此技能。即使用户未明确提及"著录信息",只要其需求涉及通过专利ID或公开号查询特定专利的详细元数据,也应触发此技能。
- ▌ Linkfox Zhihuiya Legal Status · ahang1598 bundle从智慧芽(PatSnap)数据库查询专利法律状态信息。当用户提到专利法律状态、专利有效性核查、专利状态查询、专利事件历史、简单法律状态、转让、许可、质押、异议、诉讼、复审等法律事件、patent legal status, patent validity, patent events, transfer/license/pledge, PatSnap, patent status lookup时触发此技能。当用户询问专利是否处于有效、无效、审中、过期、授权、撤回或撤销状态,或想通过专利ID或公开号查询法律状态时也应触发。
- ▌ Linkfox Zhihuiya Patent Cited · ahang1598 bundle从智慧芽(PatSnap)查询专利被引用数据,包括被引用次数和引用专利详情。当用户提到专利被引用、被引分析、专利影响力、引用频次、专利家族被引、前向引用、想了解哪些专利引用了某一专利、patent citations, citation count, patent influence, citation analysis, PatSnap时触发此技能。即使用户未明确提及"智慧芽"或"PatSnap",只要其需求涉及查询某专利被引用次数或被哪些专利引用,也应触发此技能。
- ▌ Openapi Spec Generation · ahang1598Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
- ▌ Hybrid Search Implementation · ahang1598Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
- ▌ Citation Guard · ahang1598 bundle文献题录的字段级核验。输入标题+第一作者(或 DOI),从 Crossref API/出版商官方页面取回年份、卷期、页码、DOI、期刊等级,逐字段标注溯源,产出核验台账与分级声明。核心纪律:题录字段只抄不编。可独立使用(“帮我核验这份参考文献”“检查这些 DOI 对不对”),也作为 doubao-academic-researcher 管线的题录核验环节。
- ▌ Cloudbase Wechat Integration · ahang1598 bundleCloudBase WeChat integration guide for Mini Program WeChat Pay, Official Account JSAPI Pay, Native QR-code Pay, Official Account OAuth, openid handling, payment callbacks, and CloudBase Integration Center generated functions. This skill should be used when users ask to add, debug, or extend WeChat payment or official-account flows on CloudBase.
- ▌ Ip Clause Review · ahang1598Review the IP clauses in an agreement — assignment, ownership, license grants, warranties, indemnities. Use when reviewing IP terms in employment, consulting, SOW, vendor, or licensing agreements, when asked to check the assignment language or license scope, or when an agreement with IP provisions is pasted or attached.
- ▌ Scikit Survival · ahang1598 bundleComprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival Forests, Gradient Boosting models, or Survival SVMs, evaluating survival predictions with concordance index or Brier score, handling competing risks, or implementing any survival analysis workflow with the scikit-survival library.
- ▌ String Database · ahang1598 bundleQuery STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for systems biology.
- ▌ Torch Geometric · ahang1598 bundleGraph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.
- ▌ Treatment Plans · ahang1598 bundleGenerate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.
- ▌ Venue Templates · ahang1598 bundleAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
- ▌ Documents · ahang1598 bundleCreate, edit, redline, and comment on `.docx`, Word, and Google Docs-targeted document artifacts inside the container, with a strict render-and-verify workflow. Use `render_docx.py` to generate page PNGs (and optional PDF) for visual QA, then iterate until layout is flawless before delivering the final document.
- ▌ Position Management · ahang1598用于仓位决策,聚焦仓位管理、风险控制、交易决策。适用于问题回答、撰写报告、撰写金融类文章等场景。输出内容较多,不适合简单对话场景。各类信息与数据通过 finance-data plugin 获取。用户最常见的真实问题不是"买什么",而是"现在到底该上仓位还是降仓位"。本技能解决的是总仓位、进攻节奏、试错强度的问题。
- ▌ Valuation Framework · ahang1598用于估值与定价框架分析,聚焦估值分析/定价逻辑/投资决策。主要用于问题回答、撰写报告、撰写金融类文章等场景。输出内容较多,不适合简单对话场景。各类信息与数据通过 finance-data plugin 获取。用户想知道一家公司应该怎么估值、当前估值处于什么水平、市场为什么愿意给这个估值、还有没有重估空间。
- ▌ Stakeholder Comms · ahang1598Draft stakeholder updates tailored to audience — executives, engineering, customers, or cross-functional partners. Use when writing weekly status updates, monthly reports, launch announcements, risk communications, or decision documentation.
- ▌ Bgm Library · ahang1598 bundleSearch, filter, and download royalty-free background music from ccMixter for Remotion videos. Supports keyword search, tag presets, license filtering (CC BY / CC BY-SA only), and auto-generates attribution. Downloads MP3 directly to project directory.
- ▌ Seedance 2 5 Expert · ahang1598 bundle通过指导agent智能调度 Seedance 2.5 模型,针对"原生 30 秒长视频、最多 50 个全模态参考、专业级视频编辑与延长、首尾帧、关键帧/分镜、白模渲染、一键成片、无缝转场、多语言叙事"等场景深度优化 prompt 工程,输出电影级、强角色一致性的高质量视频。
- ▌ Beisen Interview · ahang1598 bundle北森招聘面试一体化。本 Skill 覆盖招聘进展查询、面试官待办、面试质量分析、竞品情报分析、招聘需求查询与详情。当用户询问招聘进展、面试进展、面试官待办、待面试、待评价、面试质量、竞品分析、招聘需求等面试一体化相关问题时触发。职位/候选人/人才库等招聘主流程问题请走 beisen-recruitment。
- ▌ Beisen Knowledge · ahang1598 bundle北森企业知识库搜索。本 Skill 用于搜索和查询企业知识库中的制度、政策、流程文档等。当用户询问知识库、制度、政策、流程、规定、手册等企业知识相关问题时触发。仅支持只读搜索,不涉及文档编辑或发布。员工和管理者均可使用。
- ▌ Legal Document Drafting · ahang1598 bundle法律文书起草技能,覆盖起草、修改、润色、完善、改写等全部场景。当用户需要起草法律文书, 或对已有文书进行修改、润色、补充、调整时使用。民事诉讼文书优先参考最高人民法院律师与当事人文书样式, 按需使用法智统一工具在后台核验法规、案例和公开范本;最终 Word 不显示来源链接、引用序号或蓝色超链接文字。 最终以 DOCX 文件交付; 不向用户反复确认案件信息,直接按流程起草。
- ▌ Fbs Connector · ahang1598 bundle福帮手连接器公共路由与安全规则。用于判断身份/场景/进度、会话后续或乐包意图,并把请求交给对应的 fbs-connector-mainline、fbs-connector-session 或 fbs-connector-lebao 技能。
- ▌ Resume Diagnosis · ahang1598 bundle用于诊断、评审或评分整份简历。当用户要求「诊断简历」「简历有什么问题」「看看简历哪里要改」「简历打分」「评审简历」「resume review」,或上传 PDF/DOCX 并要求分析问题、给出评分或修改建议时触发。输出 3 类诊断(NO_DATA / NO_FILL / DESCRIPTION_SUGGEST)和 6 维评分(简历完整度 / 经历描述 / 学习能力 / 专业能力 / 创新领导力 / 职场能力),诊断与评分规则及配置见 `references/`,全程由确定性脚本 + 一次批量 LLM 推理完成。仅诊断、评分和提出建议,不直接重写整份简历或生成优化版;用户明确要求改写、润色、优化内容或生成新版简历时,改用 resume-ai-help。
- ▌ Notion Meeting Intelligence · ahang1598 bundlePrepares meeting materials by gathering context from Notion, enriching with Claude research, and creating both an internal pre-read and external agenda saved to Notion. Helps you arrive prepared with comprehensive background and structured meeting docs.
- ▌ Tcloud Arch Diagram · ahang1598 bundle系统架构图绘制。当需要绘制任何系统架构图、云架构设计图、微服务架构图、Serverless架构图、混合云架构图时使用此技能,支持腾讯云及通用架构场景。基于 Draw.io XML 生成 .drawio 文件,支持二次可视化编辑。
- ▌ Multi Platform Distribution · ahang1598 bundle多平台内容分发技能包,涵盖12+平台发布规则、排期策略、数据分析和账号管理的完整知识体系。 触发词:内容分发、多平台发布、排期管理、发布规则、数据分析、账号管理
- ▌ Criminal Material Intake Gate · ahang1598 bundle为当前刑事案件建立独立目录,登记全部原始附件,核对案件内路径和逐文件逐页读取或OCR覆盖。触发:收到刑事案件附件、恢复材料处理、刑事文书起草前材料门禁。不触发:实体证据分析、法律研究、文书起草或交付校验。
- ▌ PDF Generation Editing Tool · ahang1598 bundlePDF文档生成、美化与处理。支持从零创建精美PDF报告与表单、将Markdown/文本转换为PDF、以及PDF合并拆分、添加水印/页码、加密解密等操作。注意:纯文本提取请使用系统内置读取工具。
- ▌ Skill Backtest Overfit · ahang1598 bundleDetect backtest overfitting and selection bias from multiple testing. Use when a user has a backtest / factor result and asks whether the Sharpe is real, whether a strategy is overfit, or wants to validate results before trusting them. Computes Deflated Sharpe Ratio, Probability of Backtest Overfitting (PBO), multiple-testing haircut, and Minimum Track Record Length.
- ▌ Wechat Title Generator · ahang1598 bundle公众号标题生成与评估技能。基于已确认的选题、大纲、目标读者和文风 DNA,生成 8 个覆盖不同力度层级的标题候选,筛除低质/违规标题,逐项打分,并推荐 1 个最优标题外加 1 个更稳妥版本和 1 个更强传播版本。适用于写作前或写作后的定题阶段,不负责正文。当用户需要为文章起标题、做标题 A/B 备选或标题打分时使用此技能。
- ▌ Auth Patterns · ahang1598 bundleThis skill should be used when the user asks about "authentication in Next.js", "NextAuth", "Auth.js", "middleware auth", "protected routes", "session management", "JWT", "login flow", or needs guidance on implementing authentication and authorization in Next.js applications.
- ▌ Biorxiv Database · ahang1598 bundleEfficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.
- ▌ Cellxgene Census · ahang1598 bundleQuery the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.
- ▌ Clinical Reports · ahang1598 bundleWrite comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.
- ▌ Clinpgx Database · ahang1598 bundleAccess ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
- ▌ Clinvar Database · ahang1598 bundleQuery NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.
- ▌ Ensembl Database · ahang1598 bundleQuery Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.
- ▌ Pubchem Database · ahang1598 bundleQuery PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.
- ▌ Uniprot Database · ahang1598 bundleDirect REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (unified interface to 40+ services). Use this for direct HTTP/REST work or UniProt-specific control.
- ▌ Browsing · ahang1598 bundleUse when you need direct browser control - teaches Chrome DevTools Protocol for controlling existing browser sessions, multi-tab management, form automation, and content extraction via use_browser MCP tool
- ▌ Godot Asset Path Surgery · ahang1598Fix stale absolute paths baked inside Godot binary resources (.mesh / .material / .scn / .res / .tres) after a folder rename, migration, or Phase-3-style restructure. Use this skill whenever the user reports editor errors like "Cannot open file 'res://<old path>'", "Failed loading resource", "referenced non-existent resource at", or when they've just moved a folder and the editor console lights up red even though the files exist at the new location. Also use when they ask "how do I rename/move an asset folder in Godot without breaking references".
- ▌ Godot Data Driven Config · ahang1598 bundleCreate or extend data-driven config tables (WeaponData, EnemyData, LevelData, etc.) in a Godot 4 project so that designers can tweak numbers in .tres files via natural language. Use this skill whenever the user says something like "give weapons a config table", "extract hardcoded numbers into data", "add a new enemy type", "designer wants to tune damage/hp/speed", "add WeaponData/PlayerData/EnemyData", or asks to make Godot values editable without touching code.
- ▌ Product Requirements · ahang1598Interactive Product Owner skill for requirements gathering, analysis, and PRD generation. Triggers when users request product requirements, feature specification, PRD creation, or need help understanding and documenting project requirements. Uses quality scoring and iterative dialogue to ensure comprehensive requirements before generating professional PRD documents.
- ▌ Paper Write Zh Chapters · ahang1598paper-write-zh内部的中文正文组装参考,仅在中文正文写作流程已命中后使用,不作为独立入口。用于起草、续写、扩写或实质性修订单段、单章、多章及整篇正文,并把结构、证据、表格、公式和图占位组装进.workflow/paper_draft.md,服从Makefile三态验收。独立提纲或纯语言润色转paper-shape。
- ▌ Stock Logic Research · ahang1598用于个股核心投资逻辑深度研究,聚焦个股研究/基本面分析/机构研究。主要用于问题回答、撰写报告、撰写金融类文章等场景。输出内容较多,不适合简单对话场景。各类信息与数据通过 finance-data plugin 获取。用户输入一个股票名称后,希望快速得到一份接近券商研究员风格的高质量个股分析。
- ▌ Roadmap Management · ahang1598Plan and prioritize product roadmaps using frameworks like RICE, MoSCoW, and ICE. Use when creating a roadmap, reprioritizing features, mapping dependencies, choosing between Now/Next/Later or quarterly formats, or presenting roadmap tradeoffs to stakeholders.
- ▌ Investment Proposal · ahang1598Create professional investment proposals for prospective clients. Covers the firm's approach, proposed allocation, expected outcomes, and fee structure. Use when pitching new clients or presenting a new investment strategy. Triggers on "investment proposal", "prospect presentation", "pitch new client", "proposal for [client]", or "new client presentation".
- ▌ Portfolio Rebalance · ahang1598Analyze portfolio allocation drift and generate rebalancing trade recommendations across accounts. Considers tax implications, transaction costs, and wash sale rules. Triggers on "rebalance", "portfolio drift", "allocation check", "rebalancing trades", or "my portfolio is out of balance".
- ▌ Tax Loss Harvesting · ahang1598Identify tax-loss harvesting opportunities across taxable accounts. Finds positions with unrealized losses, suggests replacement securities, and tracks wash sale windows. Triggers on "tax-loss harvesting", "TLH", "harvest losses", "tax losses", "unrealized losses", or "year-end tax planning".
- ▌ Workflow Assistant · ahang1598 bundle当用户意图涉及跨领域联动、多步骤流程、或需要综合分析报告时,优先触发本技能。典型特征: - 流程性表述:帮我把…都…、审核后出库、查完再…、一键处理、批量…并… - 当前支持的组合场景: 1.批量审核订单(查询待审核订单 → 分批提交审核 → 汇报结果); 2.创建订单(选择往来单位 → 选商品 → 计价确认 → 提交下单); 3.订单发货(确认出库单 → 选择发货途径 → 收集物流信息 → 提交发货); 4.订单签收(查询发货单获取签收单ID → 确认签收方式 → 调用签收接口) 5.数据导出(查询数据 → 生成导出数据任务 → 轮询任务状态 → 获取导出文件地址 → 下载导出文件) 本技能通过编排 site-assistant 的技能能力完成上述复杂任务。 若用户意图不在上述范围内,直接使用 [`../site-assistant/SKILL.md`](../site-assistant/SKILL.md) 技能。
- ▌ Beisen Data Query · ahang1598 bundle北森 HR 通用数据查询引擎。本 Skill 通过 beisen-cli staffservice 子命令集(sceneTool / searchFormTool / businessDataTool,以及 sceneToolMessageForCLI、menuSearch)实现自然语言到业务数据的 6 步查询流水线。当用户询问假期余额、考勤异常、下属信息、绩效情况、任职信息、组织架构等个人或团队业务数据时触发。本 Skill 是 beisen-employee-profile、beisen-attendance-leave、beisen-organization 三个业务域 Skill 的共享查询底层。
- ▌ Resume · ahang1598报考简历完善助手。引导考生渐进式填写/更新报考简历(学历、专业、政治面貌、性别、应届身份、意向地区等),用于智能选岗的匹配度计算。支持部分填写、逐字段确认;专业等复杂字段会归一化到系统标准值并让用户确认候选。触发词:完善简历、填简历、修改简历、更新简历、我的专业怎么填、我的学历、录入简历、简历还差什么、补全简历、我想填一下我的信息。
- ▌ Moka Candidate Pipeline · ahang1598Moka 候选人跟进与流程盘点。查询分配给我的候选人及其申请详情、按招聘流程与阶段查看候选人名单、统计各流程各阶段的候选人申请数量。当用户跟进自己名下的候选人、按流程阶段拉候选人名单,或盘点招聘流程各阶段的人员分布时使用。
- ▌ Moka Compensation Admin · ahang1598面向薪酬负责人与薪酬管理角色的薪酬数据查询(薪酬敏感数据,普通员工账号无相应权限)。使用当前平台提供的 Moka 连接器按场景查询工资单、薪资档案、定调薪、发薪核算与预警、社保等薪酬列表,以及薪酬填报活动、任务与在线填报明细。当用户以薪酬管理视角核对发薪数据或跟进填报进度时使用。
- ▌ Stage Runtime Skill · ahang1598Used to query or process existing stage accelerator instances, stages, and tasks. Use when the user mentions stage status, stage tasks, completion, submit after filling, save flow layout form, terminal-state prerequisite task, returned task, move to stage, trigger, reactivate, cancel, change handler, recalculate assignees, disassociate, asynchronous move-to result, or rollback validation. First select a unique reference by intent; changes must confirm the target and parameters; queries or validations must not automatically perform changes.