Software Development AI Skills

Apply, review, and explain React conventions from the TypeScript Style Guide. Use automatically for TypeScript and TSX tasks involving prop-derived state, prop typing, component responsibilities, data…

Build async web applications and APIs with Starlette 1.0, the lightweight ASGI framework for Python. Use this skill whenever a user wants to create an async Python web app, REST API, WebSocket server,…

Roll an oversized or slow Codex task into a fresh user-visible task with compact continuity. Use only for an explicit handoff or context rollover; not for ordinary continuation, delegation,…

Pull framework updates from the upstream Aeon repo into this instance - 3-way merges canon's new commits into a PR, never clobbering operator config.

用 Magpie 配置并优化 AI 工作效能：接入供应商、订阅与插件，配置模型路由组与意图规则，管理网关、可见性、共享 MCP 与搜索；盘点额度与套餐，诊断 Token 消耗与限流，把每次调整关联真实任务验收效果。

Clean Code principles (DRY, KISS, YAGNI), naming, function design and readability. Use when code is hard to read, with long methods, unclear names, duplication or deep nesting. For how…

CRITICAL: Use for Makepad 2.0 DSL syntax and property system. Triggers on: makepad dsl, script_mod!, makepad syntax, makepad property, makepad 2.0 syntax, colon syntax, merge operator, named instance,…

Agent 设计顾问与审查工具。基于 12-Factor AgentOps 最佳实践，用于：(1) 探讨 Agent 架构设计方案；(2) 审查现有 Agent/Skill/工作流的设计，发现问题，给出改进建议。触发词：审查我的 agent、帮我分析这个 skill、agent 设计、agent 优化、帮我 review 这个工作流、这个 agent 有什么问题、怎么设计 agent、agent…

J-Link 下载与在线调试工具，用于探测设备、烧录固件、读写内存、查看寄存器、复位目标、读取 RTT/SWO 日志， 以及在线调试（暂停/恢复/单步/断点运行/调用栈/变量查看）。 当用户提到 J-Link、JLink、RTT、烧录固件、写内存、读内存、寄存器查看、目标复位、探针连通性检查、 在线调试、单步、断点、调用栈时自动触发，也兼容 /jlink 显式调用。…

Create and edit AnimSequence keyframes and tracks — add/remove keyframes, set bone tracks, query sequence info, and bake edits (AnimSequenceService). Use when the user asks to create a new animation…

用 ByteDance Seedream 4.0 API（经 Segmind）生成 AI 图像。当用户要从文字描述生成营销素材、海报、产品图、概念图、社交媒体配图等高质量图像，且环境配有 SEGMIND_API_KEY 时使用。支持 2K/4K、多比例、单次最多 15 张批量、最多 3 张参考图控风格。不用于：修改/编辑已有图片（用图像编辑类 skill）、视频生成、无 API…

Apply best practices for Rails background jobs using simple orchestration, idempotency, and safe retries. Use when creating, refactoring, or debugging Active Job and queue-backed workflows.

Comark (Components in Markdown) parser: syntax, AST, Vue/React/Svelte/Angular renderers, plugins, and LLM streaming with auto-close.

Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate

Use as the default router for generic BloodHound asks: check the BloodHound connection, verify MCP health, analyze BloodHound data, find or explain a path, inspect shortest paths, find a path to…

Use when writing commit messages, creating PR titles, pushing commits, or creating PRs — ensures conventional commit format and that formatting/linting pass before any push

Treat an open-ended investigation the way a fuzzer treats a program. After every action, reflect on two things a fuzzer always knows and an agent never does: did anything NEW happen, and where have I…

Comprehensive data safety auditor for Vue 3 + Pinia + IndexedDB + PouchDB applications. Detects data loss risks, sync issues, race conditions, and browser-specific vulnerabilities with actionable…

Compose Multiplatform / KMP patterns - expect/actual composables, platform-specific code, density and font handling cross-target, iOS/Android/Desktop interop.

Review local code changes for bugs, regressions, missing tests, and pragmatic improvements. Use when the user asks to review the current changes from `git status`, or to review a specific backlog task…

Initialize a Git repository with an initial commit

Release a native macOS app to GitHub with DMG packaging and Sparkle appcast updates. Use this skill whenever the user wants to publish a new version, create a release, ship an update, push a release…

公众号运营｜微信公众号｜公众号一条龙｜公众号全流程｜自媒体运营｜wechat automation｜content pipeline｜AIGC workflow — 公众号一条龙运营总控入口，选题→写稿→审稿→排版→配图→发布串联 8 个子 skill，单条指令完成整篇图文从 0 到上架。面向公众号小编、自媒体、品牌内容。触发词分层：**一条龙流程**「一条龙」「完整流程」「从头做」「从 0…

Create new skills, modify and improve existing skills, and measure skill performance. MANDATORY: Use this skill whenever the user wants to create a custom skill from scratch, design a workflow as a…

Git commit message generator that creates conventional commit messages based on code changes.

Use when asked to review a PR, MR, branch, or diff, audit changed files, or check code quality.

Maximum-efficiency dev mode: terse zero-fluff prose + YAGNI/ladder-first code. Use when user says "chisle mode", "activate chisle", "chislify", "be efficient", "be minimal", "no fluff", "yagni", or…

发起 HTTP 网络请求，支持 GET、POST、PUT、DELETE、PATCH 方法。当用户需要调用 API、获取网页内容、发送数据到服务器时使用。

Run Prowl's performance benchmark layers for the current branch or a release, compare against recorded baselines, and write a persistent local report. Use only when the user explicitly invokes…

Drive the @swamp/issue-lifecycle model for interactive issue triage and plan iteration against swamp-club lab issues. Use when the user wants to triage a swamp-club issue, generate an implementation…

Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling

Light 科研主线 stage 6：把冻结的 question/estimand、experiment matrix、pre-registration 与 data lineage 落成最小可运行、测试先行、无泄漏、可复现且能交给 result-analysis 的实验代码。用于实现或复现训练/预处理/评测， 设计 gold/property/metamorphic 测试，控制…

Release a completed implementation - version, code review promotion, changelogs, docs, commit, tag, ff-merge, push

Restructure existing code to improve readability, maintainability, and performance without changing behavior

Create Convex queries, mutations, and actions with proper validation, authentication, and error handling. Use when implementing new API endpoints.

新闻站点内容提取。支持 12 个平台：微信公众号、今日头条、网易新闻、搜狐新闻、腾讯新闻、BBC News、CNN News、Twitter/X、Lenny's Newsletter、Naver Blog、Detik News、Quora。当用户需要提取新闻内容、抓取公众号文章、爬取新闻、或获取新闻JSON/Markdown时激活。

Privacy-protected ID management with @domain/entity-client-identity — DeviceId, UserId, DatadogId, export-rules.json

Trim multiple sequence alignments using ClipKIT, trimAl, BMGE, Divvier, or HMMcleaner with mode selection guidance per downstream goal. Use when removing unreliable columns or contaminating residues…

Send rich interactive cards with embedded images in Feishu group chats. Use when reporting progress, sharing analysis results, or presenting any content that benefits from mixed text+image layout in…

Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement

Tracks complex, multi-session work using the Beads issue tracker and dependency graphs, and provides persistent memory that survives conversation compaction. Use when work spans multiple sessions, has…

Configure AgenticX observability (Traces, Observations, Sessions, Token & latency metrics) for Near desktop, Python/TypeScript/Go agents, LangChain/LangGraph, and OpenAI-compatible apps, or diagnose…

Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery. Delegates to superpowers:brainstorming in Interactive Mode (one adaptive question at a time), or self-brainstorms in Autonomous…

Stylized / NPR looks in Blender 5.2 - toon and cel shading (bands, shadow tint, rim, hard specular), anime faces with custom normals, inverted-hull outlines with smoothed outline normals for game…

This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines. Includes optimized…

Converts JSON data snippets into Python Pydantic data models.

Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or…

When the user wants to deeply understand their ideal customer before writing copy — pains, desires, inner monologue, and language. Also use when the user mentions "empathy engine", "know your target",…

Safely run database schema migrations. Use when asked to update database schema, add columns, create tables, run alembic, or apply Django migrations.

线下B2B交易的得力帮手，一句话搞定全流程操作！无论您是卖家还是买家，只需一句指令，即可轻松完成电子合约（采购单/合同）创建、签署、确认收货、退款等核心操作，全面支持账号状态查询、实名认证、绑卡及交易，让每一步交易流程更清晰、更可控。通过智能化交互，实现交易流程数字化，提升协作效率，保障资金流转安全，助力企业高效运营。专注每一次B2B交易，让生意更稳、更快、更省心！。用户提到 88…

Run a structured design critique against the brief and codebase. Checks visual hierarchy, consistency, responsiveness, accessibility, and aesthetic fidelity. Use when user wants a design review,…