Software Development AI Skills

把完成的长文和 5:2 封面写进已登录的 X Articles 后台存为草稿，核对预览并把草稿地址回写知识库。用于“放进 X 后台”“存为 X Article 草稿”“推送到 X”。只存草稿：不点 Publish，不重复建同题草稿。

Use when the user wants to release a new desktop app version (发版 / release / 发布新版本) — bumps apps/desktop version, writes user-facing release notes into CHANGELOG.md, and opens the release PR that…

Parallel thinking with six enforced perspectives, based on Edward de Bono's Six Thinking Hats® method - examine one decision through sequential passes for facts, feelings, risks, benefits,…

Turn a curious developer into an activated one: the docs, the quickstart, and the first-run experience that gets them to their first real win fast, and back again. Use when people sign up or star the…

Use when the project follows hexagonal (ports & adapters) architecture. Prevents domain code from depending on Spring or JPA. Use when you see packages like domain/, application/, infrastructure/, or…

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

Produces a progressive-disclosure overview of unfamiliar code or a pull request's changes with code-overview and publishes the resulting overview to a user-specified Confluence location. Use when the…

Designs structured benchmarks comparing algorithms, models, or implementations with metrics, test cases, hardware context, and reproduction steps. Triggers on: "benchmark", "compare performance",…

Use when starting a modeling task or installing, backing up or maintaining the skills pack.

鱼亦乐的主力 AI 视频提示词 Skill。先按脚本风格选档位，再像导演一样把脚本、故事、口播稿、分镜表或一句想法，拆成能直接生成的分段视频提示词。短视频档（抖音/小红书节奏：一镜到底、多分镜、街拍、角色小故事、竖屏短剧，标杆是《丹眉》和赛博原子）和电影精品档（慢节奏剧情、表演、对白、对手戏、AU…

AI SDK-based image generation using official OpenAI and Google APIs. Supports text-to-image, reference images, aspect ratios, and quality presets.

Browser-only React SDK for Fishjam — joining rooms, capturing camera/microphone/screen, displaying peers, and acting as a livestream streamer or viewer in a React web app. Use whenever the user is…

Generate REST API endpoints with proper structure, validation, error handling, and types. Use when creating new API routes, endpoints, or backend services.

Fetch and summarize Feishu group chat history. Use when the user asks to read, review, or summarize messages from a Feishu group chat. Triggers: "看群聊记录", "群里聊了啥", "帮我看看这个群", "群消息历史", "chat history",…

Use when Rudder pages or product surfaces show missing, stale, sparse, empty, slow, or wrong data, including Calendar, runs, issues, dashboard counts, chat output, prod/local org data, API/UI/DB…

Connect AI coding agents (Claude Code, Cursor, VS Code, OpenAI Codex) to Grafana Cloud via the `mcp-grafana` Model Context Protocol server. Installs the server with `go install`, generates a Grafana…

Implement one phase of a plan stored as GitHub issues in the repository of the current working directory. Given the URL of a phase (child) issue it implements that phase; given the parent plan issue…

专业的 Dify 工作流 DSL/YML 文件生成器，根据用户业务需求自动生成完整的 Dify 工作流配置文件，支持各种节点类型和复杂工作流逻辑

Diagnoses an unexplained software failure through reproduction, competing hypotheses, discriminating checks, and a causal explanation. Use for 排障、根因分析、偶发失败、环境差异、重复执行, or a bug whose cause is unclear.…

Proof artifact generation patterns for task validation. Covers screenshots, test results, deployments, and confidence scoring.

Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or…

Build a GENERATIVE-pixels vertical short (1080×1920, ~35-40s) end-to-end — a recurring locked character animated by a fal video model (Seedance 1.5 Pro default) under a philosophical/story VO,…

Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any…

This skill should be used when the user wants to create a pull request, or submit code for review. Triggers on "push a PR", "create a PR", "open a pull request", "make a PR", "submit for review".

Tự động tạo pentest script và verify script từ báo cáo lỗ hổng Strix (vuln-XXXX.md). Kích hoạt khi người dùng đưa vào file vuln-XXXX.md, mô tả lỗ hổng bằng văn bản, dán raw HTTP request từ Burp Suite,…

Use `just` to save and run project-specific commands. Use when the user mentions `justfile`, `recipe`, or needs a simple alternative to `make` for task automation.

Datasheet and reference manual reading skill for embedded engineers. Use when extracting pinouts, electrical limits, register maps, clock trees, or timing from MCU documentation. Activates on queries…

Opens or deletes a git-wt worktree for a GitHub pull request. Use when creating, switching to, or removing a PR worktree.

Guidelines for building clean, scalable APIs with Go standard library and NestJS TypeScript, covering security, validation, and modular architecture.

Generate comprehensive API documentation from repository sources including OpenAPI specs, code comments, docstrings, and existing documentation. Use when documenting APIs, creating API reference…

Formula 1 data — race schedules, results, lap timing, driver and team info. Powered by the FastF1 library. Covers F1 sessions, qualifying, practice, race results, sector times, tire strategy. Use…

Refactor GRACE 4 governed code while keeping .grace graph, verification, change scopes, and file-local anchors synchronized.

Teaches the islands architecture pattern for partial hydration. Use when building content-heavy sites where most of the page is static and only small regions need interactivity.

Critic layer for the inference optimizer. Use when Conductor asks for a Critic Review verdict on Orchestration or Kernel proposals, conversation-driven decision review, KB recall/ingest guidance,…

Use when writing instructions that guide Claude behavior - skills, CLAUDE.md files, agent prompts, system prompts. Covers token efficiency, compliance techniques, and discovery optimization.

Work with Ansys SpaceClaim or Discovery CAD geometry through local executables, SpaceClaim scripting/API, GUI-assisted workflows, or solver-prep handoff. Use when Codex needs to inspect, repair,…

JeecgBoot 门户（Portal）全生命周期管理——通过 API 自动创建、删除、配置门户，管理门户内的 14 种组件（轮播图、新闻动态、系统公告、流程中心、应用快捷入口、协同待办、我的计划、知识库、文本、iframe 等），动态查询数据源并填充组件内容，支持 Web 和 App 双端布局。 只要用户意图涉及「门户」就必须使用本技能，包括但不限于：…

Analyzes code changes, detects documentation drift, and evaluates change impact scope. Use when reviewing diffs, checking doc sync, or running pre-commit analysis. Automatically triggered after…

GitHub PR workflow orchestration for code review — list PRs, post comments, apply labels, and guarded auto-merge

Use when acting as a startup CTO for architecture, technical risk, platform direction, codebase boundaries, or engineering strategy.

Creates C4 architecture diagrams for designing, documenting, or understanding software architecture. Use when working through system design, mapping existing codebases, or visualizing structure at any…

Performance and load testing skill using k6, covering load test scripts, thresholds, scenarios, checks, custom metrics, and results analysis.

Use when building, refactoring, or debugging Angular (v20/21+): standalone components, signals, zoneless change detection, @if/@for/@defer control flow, inject() DI, resource()/httpResource(), RxJS…

Create QA artifacts from requirements: test plans, test conditions/cases, bug reports, regression suites, traceability, and exploratory charters. Use for test planning, test design, defects, coverage,…

Builds .NET UI apps across Blazor (Server, WASM, Hybrid, Auto), MAUI (XAML, MVVM, Shell, Native AOT), Uno Platform (MVUX, Extensions, Toolkit), WPF (.NET 8+, Fluent theme), WinUI 3 (Windows App SDK,…

Reference guide for engineering teams setting up a Uniswap v4 Permissioned Pool for a transfer-restricted (RWA / tokenized-asset) ERC-20. Use when the user says "permissioned pool",…

Auto-routes a user request to the matching codexqa skill, then ensures that skill is on disk and follows its SKILL.md. Use whenever the user is unsure which skill to run, says 帮我选 skill、自动路由、选哪个…

Web deep research producing a cited report from fetched sources, adversarially reviewed and gate-checked, with conclusions ingested into the knowledge graph. Auto-invoke when user says "deep research…

Use when writing async/await code, enabling strict concurrency, fixing Sendable errors, migrating from completion handlers, managing shared state with actors, or using Task/TaskGroup for concurrency.

Use when a task may benefit from a bounded subagent for implementation, large-codebase discovery at task start, independent review, requested or pre-commit code simplification, or expert work on…

Use when a developer wants a topic-focused guided lesson built from canonical checkpoints, not a whole-repo overview. Triggers on phrases like "teach me <topic>", "teach me how this repo handles",…