Software Development AI Skills

Проводит онбординг нового разработчика в проект - обзор архитектуры, запуск, ключевые потоки и первая задача. Используй, когда просят объяснить проект, ввести в курс дела или помочь новичку.

GRAVITAS extension for TypeScript projects. Adds TypeScript-specific recon, strict mode patterns, Vitest/Jest integration, and common TS failure modes. Load in addition to the base GRAVITAS skill.

macOS 系统迁移助手 — 两阶段：先在旧系统采集清单（JSON），再在新系统还原。 Use when user mentions: 系统迁移、换电脑、新装系统、Time Machine 恢复、 数据迁移、重装系统、migration、setup new mac、restore from backup、备份系统。 自动检测当前是旧系统（采集模式）还是新系统（还原模式）。 前置：先做一次 Time…

Owns project and build-level work for Compose and Compose Multiplatform apps: bootstrapping a new project, adopting the kit in an existing project, adding or extracting a module, convention plugins in…

Write RULES.md, the project standards the AI must follow, with registry-verified dependency versions and permanent rule IDs.

处理并深度解析 UI 交互录屏视频。将原子动效视频切片为 4x4 网格对比图与左右残影对比图，并全方位拆解交互细节（光标变形、触发时机、物理曲线）及推荐前端复现技术栈。

Use when the DSH host itself has been upgraded (or is about to be) and the whole installed fleet of Web/client plugins must be checked against the new host - one or more surfaces broke, vanished, or…

Use only when the user explicitly asks to run, set up, update, re-mine, or deepen Emulo from real local AI coding-session history.

Fishjam compositions: server-side, real-time mixing of several live streams (room peers, WHIP, RTMP, MP4) into new output streams with layouts, overlays, captions, and audio mixes, built on Smelter.…

为项目构建分层式LLM友好文档体系。已有项目：扫描项目结构→架构分类→生成CLAUDE.md主索引→基础模块文档→业务模块API/数据模型/坑点文档→配置文档→git变更日志(含风险评估+回滚指南)→交叉验证。新项目：解析PRD→按脚手架规范设计架构→需求拆解为开发任务→融合代码规范生成CLAUDE.md开发指南→模块级API设计+数据模型+开发清单。当用户需要为项目创建AI编程文档、建立项目索引…

当用户要系统学一个新领域、不知道从哪入手、或担心「学得不够系统」时使用。用「知识图谱学习法」和用户一起构建该领域的概念/用途/父子节点图谱（自己建图的过程本身就是学习），标出复用价值最高的节点和「从常识就能入门的点」，给出有效学习路径并回答「学到哪算够」。触发场景：系统学 X 领域、从哪开始学、学得不系统、想要 X 的全貌、规划学习路径、这个领域有多大。

把一张图重画成黑底像素画，两种正典画法按题材二选一：**纯粒子**（会动的短笔触沿图像自身 的结构方向流动，适合浪／烟／光柱这类本来就在流动的东西），或**网点实体**（把明暗翻译成 逐帧静止的有序点阵，适合人像／雕塑／动物这类要读出轮廓和体积的东西，并且只有它能把形体 梳成硬边碎裂条）。动效按画面的物理规律分区规划；可选地让一部分形体溃散成飞灰，同时锚定 另一部分保持实体与原色。输出静态 PNG…

Use when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery, runtime contracts,…

Implement reconcilers and watchers for grafana-app-sdk apps — write `TypedReconciler[*MyKind]` reconcile functions, apply generation-based skip patterns, do conflict-safe status updates via…

Create a git commit following the team's Conventional Commit conventions. Use when the user asks to commit changes or create a commit.

Implements KryptoGO Payment webhook/callback handling for receiving payment status notifications. Use when building webhook endpoints, handling payment callbacks, or implementing 支付狀態通知 for KryptoGO…

Build fast applications with Bun JavaScript runtime. Use when creating Bun projects, using Bun APIs, bundling, testing, or optimizing Node.js alternatives. Triggers on Bun, Bun runtime, bun.sh, bunx,…

Fill out web forms, submit data, and handle login or registration flows. Trigger when the user asks to: fill a form, submit data on a website, log in to a site, register an account, complete a…

Reviews code diffs, PRs, issue queues, release readiness, commits, pushes, publishing, and project audits. Use when users ask in any language for code review, issue or PR triage, release gates,…

Use dspy.RLM (Recursive Language Model) for reasoning over contexts too large to fit in an LLM's working window — entire codebases, long logs, massive documents, or multi-step data exploration that…

Live browser interaction via Playwright MCP — navigate pages, click buttons, fill forms, take screenshots.

This skill should be used when the user says "commit my changes", "commit this", "create a commit", "git commit", "save my work", or mentions committing code.

Fingerprint binary executables to identify programming languages, compilers, packers, and obfuscators. Uses signature scanning (PE sections, strings, function names) to determine the technology stack.

과잉 엔지니어링 패턴이 감지되면 자동으로 활성화됩니다: (1) 사용자가 명시적으로 변경을 요청하지 않은 코드나 파일을 수정하는 경우 (2) 요청되지 않은 새로운 추상화 레이어(class, interface, factory, wrapper)를 생성하는 경우 (3) 요청되지 않은 주석, 문서, JSDoc, 타입 어노테이션을 추가하는 경우 (4) 요청되지 않은…

Review a Shadow MCP target, approve an explicit audience, and safely onboard and distribute it through the Speakeasy AI Control Plane Platform MCP.

Write tests before code using RED-GREEN-REFACTOR cycle

io_uring skill for Linux async I/O. Use when building high-performance servers with liburing, multi-shot operations, provided buffers, fixed files, zero-copy send, or tokio-uring. Activates on queries…

生成安全审计 skill。两种模式：(1) 项目模式——根据项目文档生成定制化审计 skill；(2) 通用模式——仅指定语言+框架，从参考资料库生成通用审计 skill。当用户想创建安全审计 skill、生成审计规则、或提到"生成安全审计skill"、"创建code review skill"、"生成 Java 审计 skill"时使用。

Creates atomic git commits and pushes to remote. Use when you want to commit changes and push without creating a PR (e.g., "commit and push my changes" or "push this up").

Expert guidance for Angular and TypeScript development focused on scalable, high-performance web applications

Full-stack autonomous math modeling agent for MCM/ICM (美国大学生数学建模竞赛). Handles team control number, problem choice (A–F), English academic writing, mcmthesis LaTeX template, and optional practical…

College Football (CFB) data via ESPN public endpoints and the NCAA's official endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, rankings, injuries, futures, team/player…

BRENDA enzyme kinetics via VenusFactory download tools (SOAP). Use for Km/kcat, reactions, organism comparison, environmental optima by EC number. Do NOT use for pathway maps alone (kegg_database) or…

Debug and fix issues in a GRACE 4 project using .grace semantic navigation, assertions, and verification evidence.

Sequential 3-lens cleanup of recent code changes.

Run an extremely strict structural and architectural quality review on a diff, branch, or file set, hunting for "code judo" moves that dramatically simplify the implementation — not correctness bugs…

Teaches the factory pattern for flexible object creation. Use when you need to create objects dynamically without using the new keyword or when object creation logic should be centralized.

Use when creating, releasing, or maintaining a Claude Code Plugin Marketplace - covers marketplace.json schema, version management, release checklists, changelog conventions, and validation to prevent…

Create a new Langfuse integration page in the langfuse-docs repo. Use this skill whenever the user wants to add, create, draft, or scaffold an integration page, cookbook, or docs page for a new…

Use when working with Ansys Fluent through live sim sessions, direct PyFluent scripts, or file-side artifact review.

JeecgBoot 开发规范（仅手动触发）。⚠️ 本技能只在用户显式输入 /jeecg-dev 或 $jeecg-dev 命令时使用，禁止自动触发——编写/修改 JeecgBoot 代码、应用 GitHub PR/issue 改动、修复 bug、新增功能、重构、代码生成等场景都不要自动调用本技能。内容涵盖 update-begin/end 痕迹注释、命名规范、实体/控制器/服务模式、API…

The engineering loop - select, advance, distill, deliver - for running a work session on a project. Invoke when STARTING a session or picking the next thing to work on; sizing a unit of work or…

Skill permission analysis, one-time authorization, analyze skill permissions, batch authorization

Use when adding or changing FastAPI routes, dependencies, or tests in this Python service — keep endpoints typed, validated, and covered by pytest.

Writes Claude Code status line scripts. Use when creating, customizing, or debugging statusline configurations.

Use when bounding an LLM agent that already runs — scoping its task domain, gating tools to least privilege, defending against prompt injection in untrusted web/email/RAG text, requiring human…

AI defect detection and code-risk scanning for engineering projects. Use when the user asks for AI defect detection, code-risk scan, review a diff/MR/PR/commit (incremental), baseline-scan a…

Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debugging). Use when users ask about Flux concepts, want…

将 3–5 步线性流程制作成单张完整、非宫格的微缩剧场成品。适用于流程故事封面、制作过程图、软件交付旅程与科普式微缩场景；以单一路径、可追踪载体、可辨识动作和题材匹配的材质表达顺序。不用于需要精确分支和数据尺度的流程图、实际操作规程或普通城市微缩景观。

Diagnosis-only investigation of a failure with unknown cause - reproduce, localize, reduce, deliver root cause with evidence. Read-only; an explicit fix request routes by target and tier instead,…

Create React/Vue component with TypeScript, tests, and styles. Auto-invoke when user says "create component", "add component", "new component", or "build component".