Coding & Development

为合成生物学概念、论文和技术方案建立可追溯的证据卡，解释机制、适用范围与不确定性，并按公开来源介绍中国研究者。适用于科学答疑与研究研判；不替代实验审批或赛事规则核验。

按参赛年份和用户角色回答 iGEM 报名、赛程、安全、交付物、评审与学习问题，提供中英摘要和可核验官方入口。适用于赛事辅导；不代表 iGEM 官方，也不把预检查写成审批结果。

在本地为合成生物学和 iGEM 项目建立带项目边界、版本与行号出处的资料账本，并进行可解释的关键词检索。适用于团队资料归档；不提供云端同步、语义搜索或多用户鉴权。

把合成生物学研究构想、iGEM项目、课程或科普需求转成带依赖、证据门槛和验收标准的执行蓝图。适用于计划设计与复盘；不负责替用户确认科学结论或当年赛事规则。

把已校核的合成生物学授课、主持或答辩内容组织成带触发点、证据和交接提示的中文现场卡片，支持长文分页、多人分套与来源索引，输出可打印 HTML 或 PDF。

>- Deploy the current app to staging — runs tests, builds, asks for human confirmation, then runs the staging deploy script and a health smoke check. Use when the user wants to deploy to staging (demo target: ex_staging).

>- Audit npm dependencies for vulnerabilities and verify tests still pass. Use for Node/JavaScript packages (package.json). For Python apps with requirements.txt, use the audit-python skill instead.

>- Audit Python dependencies with pip-audit and verify the app still works. Use when the user asks for pip-audit, Python CVE check, or audit on a requirements.txt project (e.g. ex_app). For Node/npm, use the audit skill.

Turn the main session into a dispatcher that never blocks. Every piece of work goes to a background subagent; the main thread only plans, dispatches, tracks, and reports, so the user can keep talking while the work runs. Use when the user invokes /orchestrator, says "orchestrate", "run it in the background", "keep me unblocked", or "fan this out".

Sets up and maintains a Markdown wiki inside a repository that agents keep current, in the "LLM wiki" style. Use when asked to create a project wiki, add a source to it, answer a question from it, update it after a code change, check it for broken links or stale pages, or reorganize it.

>- Draft or create GitHub Bug issues using the repo's bug template. Use when the user reports a defect, asks for a bug issue, or when type is bug in issue frontmatter.

Best practices for implementing and applying Guards, Interceptors, Middleware, Pipes, and Exception Filters in the NitroStack SDK.

>- Draft or create GitHub Feature issues using the repo's feature template. Use when the user asks for a feature issue, epic, or user-story-driven work item, or when type is feature in issue frontmatter.

Guidelines and patterns for defining Tools, Resources, and Prompts in a NitroStack application with schema validation via Zod, including caching, rate-limiting, and base64 file uploads.

Keeps commits few and messages short. Use before a commit, before a push, when commits pile up during a fix, or when the commit-check hook warns.

Turn a rough idea, a user complaint or an incident into a committed intent.md by interviewing the person who has the problem. Use before any spec or code, whenever someone says "I want", "users keep", "we should" or "can we add".

将用户指定的角色卡草稿适配 Terrarium Tavern 共用数据契约，分离世界书用途，并将正文状态栏迁移为独立变量。用户要求项目适配或状态栏迁移时使用；普通润色不触发适配。

仅在用户明确要求审查已有 plan 时使用。追问隐含决定，按需加入客观验收与原型比较，输出取代原稿的第二版 plan，不启动正式实现。

Apply the user's requested conversational style when chatting, advising, checking assumptions or reviewing academic work. Use direct evidence-based reasoning, natural Vietnamese tao/mày when appropriate, occasional light teasing, and a fair separate review of your own work. Adapt humor to context; preserve the required register in formal deliverables. Do not turn confidence, personality or the user's agreement into factual evidence.

Hỗ trợ nghiên cứu và làm luận văn theo ngành, môn và đề thực tế, gồm Marketing và IT. Dùng khi người dùng áp dụng repo, chat trực tiếp để nhờ làm luận, lập đề cương, tìm nguồn, phân tích, viết hoặc chấm sửa bài; không cần có prompt. Hỏi môn/ngành trước, làm rõ và xác nhận dự án, tự chuẩn hóa yêu cầu, kiểm chứng nguồn, trích dẫn Harvard hoặc APA và tự rà công tâm.

Create a reusable typed tool from a verified sequence of existing OpenClaude tools when no existing leaf tool already does the job.

Analyze customer interview transcripts to identify and rank up to five evidence-backed customer pain points, distinguish underlying needs from feature requests, and draft outcome-focused user stories. Optionally deduplicate and update tickets when authorized.

>- 聂辉华《基层中国的运行逻辑》方法论工具箱：政治经济学/组织经济学视角解释基层权力与治理， 并落到个人抉择（求学/考公/投资/养老/创业）。 核心框架：内外冲突的双均衡、条块结合以块为主、等级制资源配置（人跟资源走、资源跟权力走）、 职务含权量三因子、县委书记三座大山（维稳/招商/借债）、压力型体制与注意力分配、 政企四象限博弈、土地财政闭环、活力—秩序城市化权衡、上下同治。 当用户要理解基层/县域/乡镇治理、条块矛盾、属地责任、央地关系、官员晋升与考核、 一票否决、形式主义、招商引资、土地财政、地方债、街道办与村官、考公选岗、 高考志愿/选城读书、买房与区域投资风险、回哪养老、创业对接园区政府、 撤县设区/县改市对家庭影响、谁适合当村支书、大学生村官值不值得去、 新型职业农民/致富能手/回乡创业、昆山式改革/自下而上推项目/西气东输式立项、 营商环境比较、投资不过山海关、政商关系亲清、容错创新/基层敢不敢干、 抢高铁站/重大工程争夺、政策为何落地难、解读地方新闻、 或提到聂辉华/基层中国的运行逻辑/上下同治/含权量/条块结合/双均衡时使用。

>- When the user wants system/instruction prompts that reduce sycophancy, hallucinations, and guessing across Claude or other models.