[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-minimax-demand-draft-cn":3,"mdc-9dmgsb-key":34,"related-org-minimax-demand-draft-cn":1023,"related-repo-minimax-demand-draft-cn":1224},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":29,"sourceUrl":32,"mdContent":33},"demand-draft-cn","draft legal demand letters","律师函\u002F催告函起草辅助。触发场景：用户需要向相对方发出正式书面主张——同义 场景词包括「写律师函」「起草催告函」「催款函」「发函催款」「正式通知对方」 「解除合同通知」「催告对方履行」「发个正式函件」。执行七项 pre-draft gate （事实准确性、承认风险、时效影响、管辖与主体资格、语气、保密过滤、发送方式 与留痕），用户不逐项确认即停止；确认后在聊天内迭代 draft-v[N].md（版本永不 覆盖），外发版不带内部标头，附发送前 checklist.md。非律师使用者发出前必须 经执业律师复核（UPL 门控）。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"minimax","MiniMax","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fminimax.jpg","MiniMax-AI",[13,17,20],{"name":14,"slug":15,"type":16},"Documents","documents","tag",{"name":18,"slug":19,"type":16},"Legal","legal",{"name":21,"slug":22,"type":16},"Communications","communications",5,"https:\u002F\u002Fgithub.com\u002FMiniMax-AI\u002FMiniMax-Code-Plugins","2026-08-27T13:33:02.82671",null,2,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"Community registry and contribution toolkit for MiniMax Code plugins.","https:\u002F\u002Fgithub.com\u002FMiniMax-AI\u002FMiniMax-Code-Plugins\u002Ftree\u002FHEAD\u002Fplugins\u002FHylouis233\u002Fmcodeforlegal\u002Fskills\u002Fdemand-draft-cn","---\nname: demand-draft-cn\ndescription: >-\n  律师函\u002F催告函起草辅助。触发场景：用户需要向相对方发出正式书面主张——同义\n  场景词包括「写律师函」「起草催告函」「催款函」「发函催款」「正式通知对方」\n  「解除合同通知」「催告对方履行」「发个正式函件」。执行七项 pre-draft gate\n  （事实准确性、承认风险、时效影响、管辖与主体资格、语气、保密过滤、发送方式\n  与留痕），用户不逐项确认即停止；确认后在聊天内迭代 draft-v[N].md（版本永不\n  覆盖），外发版不带内部标头，附发送前 checklist.md。非律师使用者发出前必须\n  经执业律师复核（UPL 门控）。\nargument-hint: '[文件路径 | 粘贴文本]'\nmetadata:\n  legal_frame: cn-mainland\n  legal_sources: [{name: 中华人民共和国民法典, effective_date: '2021-01-01'}]\n  last_reviewed: '2026-08-18'\n---\n\n# 律师函 \u002F 催告函起草（demand-draft-cn）\n\n## 目的\n\n帮用户把「我要正式催对方」变成一封**站得住、收得回、留得下痕**的函件。\n函件一旦发出就是证据：写错了事实是自证其误，写重了语气是授人以柄，发得\n没留痕等于没发。所以本技能的重心不在「写」，而在写之前的**七道门**与发\n之前的**核对清单**。\n\n三条铁律：\n\n1. **七项 gate 不逐项确认就停止**——不允许「都差不多，先写吧」；\n2. **版本永不覆盖**——draft-v1、draft-v2……逐版新文件（与\n   matter-workspace 的版本纪律一致），历史版本是过程证据，也是回退路；\n3. **非律师使用者发出前必须经执业律师复核**（G5 UPL 门控）——本技能起草\n   的是「供律师复核的草稿」，不是可径直发出的成品。\n\n## 前置检查\n\n1. 确认用户角色；非律师用户的草稿头部与 checklist 中必须带「发出前须经\n   执业律师复核」的醒目提示（G4\u002FG5）。\n2. 关联事项：已有事项的（matters\u002F_log.yaml 中有 slug），草稿与 checklist\n   存入该事项 drafts\u002F 目录；没有的，建议先走 `matter-intake` 建档（函件\n   通常伴随后续行动，散落的函件草稿是管理灾难）。用户坚持不建：允许，但在\n   reviewer note 中记录「未建事项」。\n3. 函件类型初定：催告履行 \u002F 催款 \u002F 解除通知 \u002F 异议主张 \u002F 其他。类型决定\n   正文骨架（见操作规程第 2 步）。\n\n## 七项 pre-draft gate（起草前必须逐项确认）\n\n向用户逐条出示以下七项，**逐项得到明确确认**（「确认」或具体修正）后方可\n进入起草；任何一项被跳过、含糊或用户表示「不用管」，即停止起草，说明该项\n的风险，等待确认：\n\n**Gate ① 事实准确性**\n\n函件中每一个事实陈述都必须有出处：合同第几条、哪天的转账凭证、哪天的\n聊天记录。请用户逐项确认事实清单与对应出处；没有出处的事实不进函件。\n口述事实在草稿中以「据我方记录」限定，不写成不容置疑的断言。\n\n**Gate ② 承认风险**\n\n函件措辞不得构成本方的不利承认。逐句检查草稿语料：不写「我方也有迟延」\n之类自我归责表述；对己方履行情况的描述限定在「与本案主张直接相关且属实」\n的最小范围；金额主张与既有对账一致，不在函件中首次承认任何扣减。请用户\n确认：函中每个关于本方的陈述，都经得起在法庭上被念出来。\n\n**Gate ③ 时效影响**\n\n催告函可能产生诉讼时效中断的效果（权利人向义务人提出履行请求\n[模型知识—待核实，引用前经 statute-verify 核验]）。向用户确认：本函是否\n有中断时效的意图；如有，函中必须有明确的「要求履行」表述与具体请求内容，\n且发送留痕（见 Gate ⑦）必须能证明「到达对方」。时效状态本身存疑的\n（matter-intake 中有 [需复核] 旗），起草停止，先由律师核时效。\n\n**Gate ④ 管辖与主体资格**\n\n确认：收函主体全称准确（与合同签约方一致，发到关联方等于没发）；本方\n发函主体正确（谁签合同谁发函，母子公司不混用）；如合同有争议解决条款，\n函件措辞不与该条款冲突（如约定仲裁的，函中不预告「向法院起诉」）。主体\n信息未经核验的，提示先查（企业信用信息公示系统），核验后确认。\n\n**Gate ⑤ 语气**\n\n全函专业克制：陈述事实、援引条款、提出请求、告知后果，四件事说清楚即可。\n不威胁（不写与合法权利无关的施压内容）、不夸大（不写没有依据的损失数字）、\n不情绪化（零感叹号标准）。请用户确认接受该语气标准；用户要求「写狠一点」\n的，说明过度措辞的反噬风险（构成骚扰、损害商誉的反索赔空间），仍坚持的\n停止起草，建议直接找律师。\n\n**Gate ⑥ 保密过滤**\n\n函件不泄露本方策略与底线：不写「只要你方还 X 我们就撤」之类底线暴露；\n不写内部决策过程；不附送对方尚未掌握的证据原件信息（引用证据写明名称与\n日期即可，细节庭上见）。涉商业秘密内容，确认收函对象范围。请用户确认函中\n信息「被对方拿给任何人看都没关系」。\n\n**Gate ⑦ 发送方式与留痕**\n\n发送前确定送达方案：EMS 邮寄（备注栏写明函件名称，如「关于 XX 合同第 X\n条的催告函」），保留面单与妥投记录；合同约定送达地址与通知条款的，按约定\n地址发送并核对条款要求的形式（书面\u002F专人\u002F邮件）；辅助渠道（邮件、微信）可\n并行但不替代留痕主渠道。请用户确认送达地址与方式。\n\n## 操作规程\n\n### 第 1 步：过七项 gate\n\n逐项出示、逐项确认、逐项记录确认结果（confirmations 写入 checklist.md）。\n任何一项未确认 → 停止，不进入起草。\n\n### 第 2 步：起草 v1\n\n按函件类型选骨架：\n\n```markdown\n# \u003C催告函\u002F律师函\u002F解除通知>（草稿 v\u003CN>，供律师复核）\n\n致：\u003C收函方全称>\n自：\u003C本方全称>\n日期：\u003C留空，签发日填写>\n事由：\u003C合同名称及编号，第 X 条相关事宜>\n\n一、事实\n\u003C仅 Gate ① 确认过的事实，按时间顺序，每条带出处>\n\n二、依据\n\u003C合同条款原文摘录；法条引用保持 [CITE:__] 占位，由律师核验后填实>\n\n三、请求\n\u003C明确、具体、可执行：金额\u002F行为\u002F期限\n（如\"请于收函后 N 日内支付……\"）>\n\n四、后果告知\n\u003C克制陈述权利保留：\"我方保留依据合同及法律规定进一步主张权利的\n一切权利\">\n```\n\n- 语气执行 Gate ⑤ 标准；法条一律 [CITE:__] 占位，不以模型记忆填条文号\n  （G10）。\n- 内部工作版（含 reviewer note、gate 确认记录）与外发版分离：**外发版不得\n  带任何内部标头、reviewer note、gate 记录**——外发版是干净函件本身。\n\n### 第 3 步：聊天内迭代\n\n- 用户反馈修改意见 → 出新版本 `draft-v\u003CN+1>.md`，**永不覆盖旧版**；\n- 每版头部记录：版本号、相对上一版的改动点、改动发起人；\n- 任何修改把已确认的 gate 项推翻的（如改了事实陈述），对应 gate 重新确认。\n\n### 第 4 步：定稿与 checklist\n\n用户认可某版后，生成 `checklist.md`（发送前核对清单，见输出模板），与该版\n草稿一并交付。非律师用户：明确告知「**发出前须经执业律师复核**」，checklist\n第一项即律师复核签字位（G5：该提示不得省略、不得弱化、不得被「仅供参考」\n一类措辞稀释）。\n\n### 第 5 步：发出后（用户告知已发出时）\n\n- 在事项 notes.md 记录发送日期、方式、单号（外发事实记录，与\n  matter-workspace 的外发登记一致）；\n- 提示：复函、电话沟通均做书面记录；对方回应可能构成新的证据或时效事由\n  [模型知识—待核实]；\n- 提示登记后续跟进日期（如函中给的履行期限届满日）。\n\n## 输出模板\n\n`checklist.md`：\n\n```markdown\n# 发函前核对清单：\u003C事由>（draft-v\u003CN>）\n\n- [ ] 执业律师已复核定稿（非律师使用者必填；复核人：______ 日期：______）\n- [ ] Gate ① 事实逐项有出处，出处原件在手\n- [ ] Gate ② 全文无本方不利承认表述（复核人逐句确认）\n- [ ] Gate ③ 时效意图与\"要求履行\"表述一致；留痕方案可证明到达\n- [ ] Gate ④ 收函主体与发函主体全称核对无误；与争议解决条款无冲突\n- [ ] Gate ⑤ 语气通读：无威胁、无夸大、无情绪化表述\n- [ ] Gate ⑥ 无策略\u002F底线\u002F未披露证据泄露；涉密内容范围确认\n- [ ] Gate ⑦ 送达地址核对（合同约定地址优先）；EMS 备注栏拟写：______\n- [ ] 外发版已剥离全部内部标头与过程记录\n- [ ] 法条引用已由律师核验填实（无 [CITE:__] 残留）\n- [ ] 签署\u002F用印按画像「印章与签署流程」完成\n- [ ] 发送后面单、妥投记录归档至事项目录\n```\n\n## 本技能不做什么\n\n- **不替律师签发**：以律师事务所名义出具的「律师函」只能由执业律师签发；\n  本技能起草的文本是供律师复核采用的草稿，不仿造律师函格式与签章。\n- **不过门就写**：七项 gate 未逐项确认，一起草请求即拒绝。\n- **不填条文号**：法条一律 [CITE:__] 占位，由律师核验填实（G10）。\n- **不覆盖版本**：任何修改出新版，旧版永久保留。\n- **不让内部信息上外发版**：外发版不带内部标头、reviewer note、gate 记录。\n- **不承诺函件效果**（「发了对方就会还钱」式预期管理不做）；不做威胁性\n  措辞。\n- **非律师场景不豁免律师复核**：UPL 门控不可协商（G5）。\n\n## 收尾与下一步\n\n1. 交付：定稿 draft-v\u003CN>.md（内部版 + 外发版）+ checklist.md，说明\n   「checklist 全部打勾前不要发出」。\n2. 非律师用户：再次明示律师复核义务，可按 G5 整理「带给律师的一页 brief」\n   （事项背景、函件目的、gate 确认记录、时间敏感性）。\n3. 发出后：notes.md 记录送达证据；跟进日期登记（可挂 matter 提醒）。\n4. 对方回应或期限届满无回应的：建议携全部版本与送达记录咨询律师，评估\n   下一步（诉讼\u002F仲裁路径回到 `matter-intake` 登记新阶段，经\n   `matter-workspace` update 挂同一 slug）。\n",{"data":35,"body":44},{"name":4,"description":6,"argument-hint":36,"metadata":37},"[文件路径 | 粘贴文本]",{"legal_frame":38,"legal_sources":39,"last_reviewed":43},"cn-mainland",[40],{"name":41,"effective_date":42},"中华人民共和国民法典","2021-01-01","2026-08-18",{"type":45,"children":46},"root",[47,56,62,90,95,130,135,162,168,180,188,193,201,206,214,234,242,247,255,260,268,273,281,286,291,298,303,309,314,530,557,563,596,602,622,628,652,657,667,884,889,968,973,1017],{"type":48,"tag":49,"props":50,"children":52},"element","h1",{"id":51},"律师函-催告函起草demand-draft-cn",[53],{"type":54,"value":55},"text","律师函 \u002F 催告函起草（demand-draft-cn）",{"type":48,"tag":57,"props":58,"children":60},"h2",{"id":59},"目的",[61],{"type":54,"value":59},{"type":48,"tag":63,"props":64,"children":65},"p",{},[66,68,74,76,81,83,88],{"type":54,"value":67},"帮用户把「我要正式催对方」变成一封",{"type":48,"tag":69,"props":70,"children":71},"strong",{},[72],{"type":54,"value":73},"站得住、收得回、留得下痕",{"type":54,"value":75},"的函件。\n函件一旦发出就是证据：写错了事实是自证其误，写重了语气是授人以柄，发得\n没留痕等于没发。所以本技能的重心不在「写」，而在写之前的",{"type":48,"tag":69,"props":77,"children":78},{},[79],{"type":54,"value":80},"七道门",{"type":54,"value":82},"与发\n之前的",{"type":48,"tag":69,"props":84,"children":85},{},[86],{"type":54,"value":87},"核对清单",{"type":54,"value":89},"。",{"type":48,"tag":63,"props":91,"children":92},{},[93],{"type":54,"value":94},"三条铁律：",{"type":48,"tag":96,"props":97,"children":98},"ol",{},[99,110,120],{"type":48,"tag":100,"props":101,"children":102},"li",{},[103,108],{"type":48,"tag":69,"props":104,"children":105},{},[106],{"type":54,"value":107},"七项 gate 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Triggers: 风格, style, radius, spacing, 圆角, 间距, PPT风格, 视觉风格, design style, component style.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1090,1091,1094,1097],{"name":1072,"slug":1073,"type":16},{"name":1092,"slug":1093,"type":16},"Design System","design-system",{"name":1095,"slug":1096,"type":16},"PowerPoint","powerpoint",{"name":1075,"slug":1076,"type":16},"2026-07-13T06:17:10.398389",{"slug":1100,"name":1100,"fn":1101,"description":1102,"org":1103,"tags":1104,"stars":1046,"repoUrl":1047,"updatedAt":1118},"flutter-dev","build cross-platform apps with Flutter","Flutter cross-platform development guide covering widget patterns, Riverpod\u002FBloc state management, GoRouter navigation, performance optimization, and platform-specific implementations. Includes const optimization, responsive layouts, testing strategies, and DevTools profiling.\nUse when: building Flutter apps, implementing state management (Riverpod\u002FBloc), setting up GoRouter navigation, creating custom widgets, optimizing performance, writing widget tests, cross-platform development.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1105,1108,1111,1112,1115],{"name":1106,"slug":1107,"type":16},"Dart","dart",{"name":1109,"slug":1110,"type":16},"Flutter","flutter",{"name":1041,"slug":1042,"type":16},{"name":1113,"slug":1114,"type":16},"Performance","performance",{"name":1116,"slug":1117,"type":16},"State Management","state-management","2026-07-13T06:16:36.626679",{"slug":1120,"name":1120,"fn":1121,"description":1122,"org":1123,"tags":1124,"stars":1046,"repoUrl":1047,"updatedAt":1136},"frontend-dev","build visually striking frontend web pages","Full-stack frontend development combining premium UI design, cinematic animations,\nAI-generated media assets, persuasive copywriting, and visual art. Builds complete,\nvisually striking web pages with real media, advanced motion, and compelling copy.\nUse when: building landing pages, marketing sites, product pages, dashboards,\ngenerating media assets (image\u002Fvideo\u002Faudio\u002Fmusic), writing conversion copy,\ncreating generative art, or implementing cinematic scroll animations.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1125,1128,1129,1130,1133],{"name":1126,"slug":1127,"type":16},"Animation","animation",{"name":1062,"slug":1063,"type":16},{"name":1072,"slug":1073,"type":16},{"name":1131,"slug":1132,"type":16},"Frontend","frontend",{"name":1134,"slug":1135,"type":16},"Web Development","web-development","2026-07-13T06:16:39.108827",{"slug":1138,"name":1138,"fn":1139,"description":1140,"org":1141,"tags":1142,"stars":1046,"repoUrl":1047,"updatedAt":1154},"fullstack-dev","build full-stack web applications","Full-stack backend architecture and frontend-backend integration guide.\nTRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service,\nbuilding todo app, building CRUD app, building real-time app, building chat app,\nExpress + React, Next.js API, Node.js backend, Python backend, Go backend,\ndesigning service layers, implementing error handling, managing config\u002Fauth,\nsetting up API clients, implementing auth flows, handling file uploads,\nadding real-time features (SSE\u002FWebSocket), hardening for production.\nDO NOT TRIGGER when: pure frontend UI work, pure CSS\u002Fstyling, database schema only.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1143,1146,1147,1150,1153],{"name":1144,"slug":1145,"type":16},"Backend","backend",{"name":1131,"slug":1132,"type":16},{"name":1148,"slug":1149,"type":16},"Full-stack","full-stack",{"name":1151,"slug":1152,"type":16},"REST API","rest-api",{"name":1134,"slug":1135,"type":16},"2026-07-13T06:16:43.219005",{"slug":1156,"name":1156,"fn":1157,"description":1158,"org":1159,"tags":1160,"stars":1046,"repoUrl":1047,"updatedAt":1169},"gif-sticker-maker","create animated GIF stickers from photos","Convert photos (people, pets, objects, logos) into 4 animated GIF stickers with captions.\nUse when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated avatars,\nor convert photos to Funko Pop \u002F Pop Mart blind box style animations.\nTriggers: sticker, GIF, cartoon, emoji, expression pack, avatar animation.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1161,1162,1163,1166],{"name":1126,"slug":1127,"type":16},{"name":1062,"slug":1063,"type":16},{"name":1164,"slug":1165,"type":16},"Images","images",{"name":1167,"slug":1168,"type":16},"Media","media","2026-07-13T06:16:51.74461",{"slug":1171,"name":1171,"fn":1172,"description":1173,"org":1174,"tags":1175,"stars":1046,"repoUrl":1047,"updatedAt":1185},"ios-application-dev","develop iOS applications with SwiftUI and UIKit","iOS application development guide covering UIKit, SnapKit, and SwiftUI. Includes touch targets, safe areas, navigation patterns, Dynamic Type, Dark Mode, accessibility, collection views, common UI components, and SwiftUI design guidelines. For detailed references on specific topics, see the reference files.\nUse when: developing iOS apps, implementing UI, reviewing iOS code, working with UIKit\u002FSnapKit\u002FSwiftUI layouts, building iPhone interfaces, Swift mobile development, Apple HIG compliance, iOS accessibility implementation.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1176,1177,1180,1181,1184],{"name":1032,"slug":1033,"type":16},{"name":1178,"slug":1179,"type":16},"iOS","ios",{"name":1041,"slug":1042,"type":16},{"name":1182,"slug":1183,"type":16},"SwiftUI","swiftui",{"name":1044,"slug":1045,"type":16},"2026-07-13T06:16:55.686092",{"slug":1187,"name":1187,"fn":1188,"description":1189,"org":1190,"tags":1191,"stars":1046,"repoUrl":1047,"updatedAt":1202},"minimax-docx","create and edit DOCX documents","Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fill\u002Fedit content in existing documents, (C) apply template formatting with XSD validation gate-check. MUST use this skill whenever the user wants to produce, modify, or format a Word document — including when they say \"write a report\", \"draft a proposal\", \"make a contract\", \"fill in this form\", \"reformat to match this template\", or any task whose final output is a .docx file. Even if the user doesn't mention \"docx\" explicitly, if the task implies a printable\u002Fformal document, use this skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1192,1193,1196,1199],{"name":14,"slug":15,"type":16},{"name":1194,"slug":1195,"type":16},"DOCX","docx",{"name":1197,"slug":1198,"type":16},"Office","office",{"name":1200,"slug":1201,"type":16},"Templates","templates","2026-07-13T06:16:40.461868",{"slug":1204,"name":1204,"fn":1205,"description":1206,"org":1207,"tags":1208,"stars":1046,"repoUrl":1047,"updatedAt":1212},"minimax-music-gen","generate music and audio tracks","Use when user wants to generate music, songs, or audio tracks. Triggers on any request involving music creation, song writing, lyrics generation, audio production, or covers. Also triggers when user provides lyrics and wants them turned into a song, or describes a mood\u002Fscene and wants background music. Supports multilingual triggers — match equivalent phrases in any language. Do NOT use for music playback of existing files, music theory questions, or music recommendation without generation.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1209,1210,1211],{"name":1059,"slug":1060,"type":16},{"name":1062,"slug":1063,"type":16},{"name":1167,"slug":1168,"type":16},"2026-07-13T06:16:50.381758",{"slug":1214,"name":1214,"fn":1215,"description":1216,"org":1217,"tags":1218,"stars":1046,"repoUrl":1047,"updatedAt":1222},"minimax-music-playlist","generate personalized music playlists","Generate personalized music playlists by analyzing the user's music taste and generation feedback history. Triggers on any request involving playlist generation, music taste profiling, or personalized music recommendations. Supports multilingual triggers — match equivalent phrases in any language.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1219,1220,1221],{"name":1059,"slug":1060,"type":16},{"name":1062,"slug":1063,"type":16},{"name":1167,"slug":1168,"type":16},"2026-07-13T06:16:57.002997",141,{"items":1225,"total":1324},[1226,1242,1259,1272,1283,1296,1305],{"slug":1227,"name":1227,"fn":1228,"description":1229,"org":1230,"tags":1231,"stars":23,"repoUrl":24,"updatedAt":1241},"article2tasks","convert articles into Dida365 tasks","将技术周报（批量）或单篇文章整理为滴答清单待办事项，自动分类到已有清单并打标签，全程通过 MCP 写入，跨平台无需任何本地脚本。当用户提供周报内容、文章链接，或提及「周报」「文章汇总」「添加到滴答」时，使用此技能。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1232,1235,1238],{"name":1233,"slug":1234,"type":16},"Content Creation","content-creation",{"name":1236,"slug":1237,"type":16},"MCP","mcp",{"name":1239,"slug":1240,"type":16},"Task Management","task-management","2026-08-18T03:49:38.751656",{"slug":1243,"name":1243,"fn":1244,"description":1245,"org":1246,"tags":1247,"stars":23,"repoUrl":24,"updatedAt":1258},"binder-agent-eval","evaluate LLM agent decision quality","当需要在相同的阶段输入上评测 LLM agent 的结构化决策、或对比多个 provider 的决策质量时使用；对应 openbinder evaluate-agent（--provider\u002F--compare\u002F--case）与 openbinder provider doctor。典型触发语：\"用 mock provider 跑一遍 decision case 评测\"\"对比一下几个 provider 在同一批 case 上的表现\"\"先 doctor 一下 minimax 配置通不通\"。同义场景：agent 评测、decision evaluation、visible\u002Fhidden 分层、泄露检查、provider 对比、冻结决策。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1248,1249,1252,1255],{"name":1056,"slug":1057,"type":16},{"name":1250,"slug":1251,"type":16},"Benchmarking","benchmarking",{"name":1253,"slug":1254,"type":16},"Evals","evals",{"name":1256,"slug":1257,"type":16},"LLM","llm","2026-08-27T13:32:30.156635",{"slug":1260,"name":1260,"fn":1261,"description":1262,"org":1263,"tags":1264,"stars":23,"repoUrl":24,"updatedAt":1271},"binder-handoff","export and validate binder task packages","当需要把 binder 设计算力任务打包交给外部平台（Claude Science 或自有服务器）、或校验\u002F导入外部返回的结果包时使用；对应 openbinder handoff export\u002Fvalidate\u002Fimport。典型触发语：\"把这个 target 打包成 handoff 任务包\"\"校验一下对方返回的 result package\"\"把外部算回来的结果导入进来\"。同义场景：external handoff、任务包导出、结果包校验、回传包导入、RUNBOOK。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1265,1268],{"name":1266,"slug":1267,"type":16},"Automation","automation",{"name":1269,"slug":1270,"type":16},"Data Engineering","data-engineering","2026-08-27T13:32:32.957864",{"slug":1273,"name":1273,"fn":1274,"description":1275,"org":1276,"tags":1277,"stars":23,"repoUrl":24,"updatedAt":1282},"binder-protocol","compile and validate binder design protocols","当需要把 binder 设计协议草稿编译成结构化 protocol.yaml、校验协议、或按阶段切出 stage slice 时使用；对应 openbinder protocol validate\u002Fcompile\u002Fshow 三个子命令。典型触发语：\"把这份 protocol 草稿编译一下\"\"校验这个 protocol.yaml\"\"把 cofold_scoring 阶段的切片拿出来\"。同义场景：协议编译、protocol compiler、十阶段、stage slice、阶段上下文、protocol validate。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1278,1279],{"name":1266,"slug":1267,"type":16},{"name":1280,"slug":1281,"type":16},"YAML","yaml","2026-08-27T13:32:33.760978",{"slug":1284,"name":1284,"fn":1285,"description":1286,"org":1287,"tags":1288,"stars":23,"repoUrl":24,"updatedAt":1295},"binder-ranking-audit","audit binder campaign ranking results","当需要重算并审计 binder campaign 的候选排序、核对 recorded 与 recomputed 是否一致时使用；对应 openbinder audit-ranking（--fixture\u002F--source）。典型触发语：\"审计一下这个 campaign 的排序\"\"recorded 和 recomputed 对得上吗\"\"重算 top-N 命中率和 Spearman\"。同义场景：ranking audit、排序审计、ensemble 重算、hit rate、缺失数据处理、missing data 报告。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1289,1292],{"name":1290,"slug":1291,"type":16},"Data Analysis","data-analysis",{"name":1293,"slug":1294,"type":16},"QA","qa","2026-08-27T13:32:34.155444",{"slug":1297,"name":1297,"fn":1298,"description":1299,"org":1300,"tags":1301,"stars":23,"repoUrl":24,"updatedAt":1304},"binder-replay","replay binder design campaigns","当需要回放已记录的 binder 设计 campaign、重现每一步\"当时知道什么、决定了什么\"时使用；对应 openbinder replay（--fixture\u002F--events\u002F--source）。典型触发语：\"帮我回放一下 IL-7Ra 的 binder campaign\"\"回放那个失败的 campaign\"\"看看当时每一步都知道了什么\"。同义场景：campaign replay、事件流回放、replay report、gap 分析、时间线重建。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1302,1303],{"name":1266,"slug":1267,"type":16},{"name":1290,"slug":1291,"type":16},"2026-08-27T13:32:33.346398",{"slug":1306,"name":1306,"fn":1307,"description":1308,"org":1309,"tags":1310,"stars":23,"repoUrl":24,"updatedAt":1323},"binder-report","generate final reports from agent artifacts","当需要把 output\u002F 下已产生的 replay、agent 评测、ranking 审计产物汇总成最终报告束时使用；收集既有 artifact、按六类证据分级标注、生成 limitations 并提交 stage-gate 审批。典型触发语：\"把这些产物汇总成最终报告\"\"出一份 binder 最终报告和 limitations\"\"把 replay\u002F评测\u002F审计结果打包成报告束\"。同义场景：最终报告、报告束、evidence grading、limitations、claim check、收尾报告。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1311,1314,1317,1320],{"name":1312,"slug":1313,"type":16},"Documentation","documentation",{"name":1315,"slug":1316,"type":16},"Operations","operations",{"name":1318,"slug":1319,"type":16},"Reporting","reporting",{"name":1321,"slug":1322,"type":16},"Summarization","summarization","2026-08-27T13:32:26.101404",93]