Software Development AI Skills

Use when writing, running, configuring, reviewing, or debugging code in a Deno project, or when scaffolding a new one. Covers dependency management with deno install and deno add, package.json and…

Validates a running application, CLI, API, service, or generated artifact as a user or operator against a prewritten observable behavior contract while remaining source-blind. Use for acceptance…

Use this skill whenever the user wants to paper trade, simulate trades, virtual trading, demo mode, practice trading, backtest strategies, test strategy performance, use paper money, manage a virtual…

Coordinate small teams of specialized Codex agents with bounded parallelism, explicit ownership, native messaging, and evidence-based synthesis. Use when two or more independent investigations,…

Plan and build agents, apps, or harnesses with You.com Search, Contents, Research, Finance, and other agentic resources found through the `you-discover` tool. Use when designing an integration —…

Fast recon before changing unfamiliar code — instructions, manifest, tree, one flow traced end-to-end, git history, newest precedent. Use when starting in a repo or module you haven't touched this…

Receive and verify Absorb LMS webhooks. Use when setting up an Absorb LMS webhook endpoint, verifying the absorb-signature header (HMAC-SHA256 of the raw body), debugging signature failures on Test…

Navigate foundational HPC knowledge across concepts, architectures, schedulers, Linux usage, storage and RDMA, containers, cloud basics, and cluster administration patterns distilled from hpclib.com.…

Classify and analyze raw user feedback into themes, sentiment, and actionable insights. Takes pasted feedback text or a path to a CSV file and returns structured patterns and recommendations.

Build, maintain, and review document-control registers for Chinese investment-banking transactions. Use for IPO、再融资、并购重组、辅导 and diligence projects involving…

Twitter bot guide for OpenClaw. Post, reply, search tweets, export followers & monitor accounts through Xquik. Not affiliated with X Corp.

Auto-label frames with bounding boxes. Supports four modes — CUA+SAM (best accuracy, OpenAI CUA clicks + SAM segmentation), Gemini (native bbox detection), GPT vision (API fallback), or Codex vision…

Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinement (HTR) from the Arbor paper.…

使用 Tavily 联网搜索最新信息、官方文档、新闻动态、实时行情和外部事实来源。适用于用户明确要求搜索、联网、查官网、给链接、核验事实，或任务明显依赖实时外部信息的场景。优先调用本技能目录下的 Tavily 脚本，不要退回抓搜索结果页。

Electron application engineering for process boundaries, preload APIs, IPC, sandboxing, packaging, updates, and desktop verification. Use for Electron app implementation or review.

Daily English expression coach for intermediate software engineers. Use this skill whenever the user wants to improve their spoken or written English in a software engineering work context —…

GitHub PR의 미해결 리뷰 스레드를 조회해 코멘트별로 타당성을 검증한 뒤, 적절한 지적만 골라 수정·커밋한다. 모든 리뷰어(봇·사람)의 코멘트를 처리한다. "코드 리뷰 반영해줘", "리뷰 코멘트 처리해줘", "PR 리뷰 적용해줘", "apply PR review comments", "handle review feedback", "autofix",…

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth.…

当处理数据验证和序列化时，分析验证策略，优化数据完整性，解决数据格式问题。验证数据架构，设计验证规则，和最佳实践。

Persistent cross-session experience memory for Claude Code and Codex skills. TRIGGER when user asks about skill memory, experience distillation, cross-session learning, skill knowledge injection,…

长任务的执行细则和状态文件模板：开工前复述、需求清单、拆包并行、等待时做什么、验证方式、收尾核对、跨会话的 Work Context 状态文件和交接。任务预计超过半小时、跨多个模块或仓库、用户下达 /goal、ultracode 或后台无人值守任务、上下文压缩后恢复工作，或用户要求总结需求、交接时使用。

Add missed review patterns or newly discovered pitfalls to bad-review.md. Triggered by "add review checklist item", "add to review checklist".

Use automatically for NixOS, Nix, nixpkgs, flakes, Nix language, Home Manager-adjacent Nix configuration, nix commands, NixOS modules/options, packages, overlays, derivations, and troubleshooting.…

Build, revise, and debug Bayesian models with PyMC. Use when choosing likelihoods and priors, specifying model/data dimensions, fitting hierarchical models, GPs, time series, mixtures, BART or…

The base44 CLI is used for EVERYTHING related to base44 projects: resource configuration (entities, backend functions, realtime actors, ai agents), initialization and actions (resource creation,…

Join an existing brain sync network from another machine. Pulls the consolidated brain and merges with any local state.

Nudge a specific agent to reconsider its opinion based on a corrected assumption. Sends the original question + response + correction to one agent and saves the updated opinion alongside the original…

自動OpenAI Codexループのパターンとアーキテクチャ — シンプルな順序パイプラインからRFC駆動マルチエージェントDAGシステムまで。

Diagnose and fix mini-program failures through reproducible, evidence-driven root-cause analysis across source, state, asynchronous timing, caches, mock data, build versions, platform behavior,…

Generate a long looping location ambience (forest, dungeon, city, cave) on the Ambient bus.

JavaScript performance optimization guidelines. Use when writing, reviewing, or refactoring JavaScript/TypeScript code to ensure optimal performance patterns. Triggers on tasks involving loops, data…

雅思阅读精读教练。同义替换提取 + T/F/NG 逻辑拆解 + 段落结构分析 + 错题诊断 + 同义替换库累积。 触发方式：/ielts-reading、「分析阅读」「这道为什么错」「同义替换」「阅读训练」

Creates scheduled tar.gz backups of agent memory or chat history, lists existing backup snapshots, and restores from a previous backup point with automatic retention policy. Use when the user asks to…

Architect scalable backend services using layered architecture, dependency injection, middleware patterns, service classes, and separation of concerns. Use when building API services, implementing…

Use when creating or updating AGENTS.md files, .github/copilot-instructions.md, or other AI agent rule files, onboarding AI agents to a project, standardizing agent documentation, or when anyone…

Use when the task is primarily a refactor, migration, reliability hardening, or architectural cleanup of existing Kotlin Multiplatform code — scope control, behavioral preservation, migration safety,…

myfy FrontendModule for server-side rendering with Jinja2, Tailwind 4, DaisyUI 5, and Vite. Use when working with FrontendModule, templates, render_template, static files, Tailwind CSS, or Vite HMR.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behaviour, capturing browser screenshots, and viewing browser…

Business Analyst agent. Use when starting a new feature requiring requirements elicitation BEFORE plan or cook. Asks probing questions, identifies hidden requirements, maps stakeholders, defines scope…

Build backends with Node.js, Python, Go (NestJS, FastAPI, Django). Use for REST/GraphQL/gRPC APIs, auth (OAuth, JWT), databases, microservices, security (OWASP), Docker/K8s.

Expertise in the Milimo Video Storyboard pipeline, from script parsing (Regex vs AI via Gemma) to generating concept art thumbnails and handling the Smart Element Matching engine. Use this when…

End-to-end analytics & conversion tracking on Shopify Hydrogen — GTM, GA4 (browser + Measurement Protocol), Meta Pixel + CAPI, Google Ads, consent mode, CSP, Oxygen full-page cache. Real-world…

Adds per-skill learnings loops for dated patterns, mistakes, and domain facts. Use when wiring skill memory, consolidation, or drift audits.

Audit a game, feature, event, progression system, social system, live-ops loop, or onboarding flow through the lens of Bartle player archetypes: Achievers, Explorers, Socializers, and Killers. Use…

Testing Craft CMS 5 plugins and modules with Pest — test isolation, database safety, and the markhuot/craft-pest-core harness. ALWAYS load when writing, running, fixing, or reviewing tests for a Craft…

Full-stack Stripe developer skill for building payment integrations with Next.js and Supabase. Covers Checkout (hosted and embedded), Products & Prices, Subscriptions & Billing, Webhooks (signature…

Set up the free Roblox game-creation skills on THIS machine - check which tools are installed (Python, Rojo, Wally, Lune, Selene, StyLua, Blender, the Roblox Studio MCP), walk the user through…

Generate an /insights-style HTML report across MANY of your agent coding sessions (Claude Code and OpenAI Codex): what you work on, how you use the agent, your wins, your friction points, and concrete…

Use when: 需要创意方案、探索产品方向、发散思维、本质问题分析 用户说"我想做一个XX""帮我规划XX产品""帮我设计一下需求" 用户给出新产品方向，但尚未完成本轮 brainstorm 交互确认 新产品从0到1的第一步 Do NOT use when: 用户明确说"跳过 brainstorm / 直接需求调研 / 已完成头脑风暴" 需求已明确且用户明确要求直接执行具体后续 skill

Use when implementing any feature or bugfix — enforces the Red-Green-Refactor drill with no production code allowed without a failing test first

Idiomatic Go design patterns: functional options, builder, factory, strategy, middleware chain, pub/sub, and other patterns adapted for Go's type system. Use when: "design pattern", "functional…