Software Development AI Skills

AWS EventBridge serverless event bus for event-driven architectures. Use when creating rules, configuring event patterns, setting up scheduled events, integrating with SaaS, or building cross-account…

Mandatory pre-flight compute resource check before running experiments. Detects whether local/remote GPU or compute resources are actually available. If resources are unavailable, STOPS the experiment…

Lists, pairs, deduplicates, and moves task files across the Coworker task state machine (0draft → 6git-pushed). Use when asked to organize, clean up, or audit task files.

Search library/framework documentation via llms.txt (context7.com). Use for API docs, GitHub repository analysis, technical documentation lookup, latest library features.

Grades MCP tool definitions the way a model reads them: a clear purpose, described parameters, safe annotations such as readOnlyHint, and the token size of every tool. Use when an author wants to…

CloudBase auth provider configuration and login-readiness guide. This skill should be used when users need to inspect, enable, disable, or configure auth providers, publishable-key prerequisites,…

承認済み spec から worktree 実装開始までを 1 コマンド化。ready 判定 → gw start (hook が tmux window + claude セッションを自動起動) → queue 初期化 → その window に 実装指示を send-keys で投入。main worktree で実行する。not ready な spec は欠落を 列挙して中止する。…

Generate complete, accessible colour palettes from a single brand hex. Produces 11-shade scale (50-950), semantic tokens, dark mode variants, Tailwind v4 CSS output, WCAG contrast checks. Use whenever…

Diagnoses and fixes slow Kotlin/Native compilation and linking in Kotlin Multiplatform projects that target iOS. Use when the user reports slow iOS or shared-framework builds, long…

Step-by-step guidance for contributing a new skill to the NeuroAIHub/awesome_cognitive_and_neuroscience_skills repository via GitHub Pull Request, including SKILL.md format requirements, quality…

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer…

Fetch WeChat Official Account (微信公众号) articles from mp.weixin.qq.com and convert to Markdown. 微信文章转 Markdown 工具。

Only to be triggered by explicit /parallel-task-spark commands.

Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset performance", "database performance", "Django ORM issues", or…

Load when investigating a specific flaky test. Gets history, failure pattern, and category, then recommends fix, quarantine, or escalate.

Use when Jev is not working yet, a Jev tool reports no_key or auth_failed, or the person asks to connect or fix Jev. Gets their TypeSafe or OpenRouter key into the secret store, unseen by you.

Record a platform response and update learning. Usage: /learn <report_id> <status> [--bounty 500] [--vuln-type XSS]

Start, stop, and manage long-running processes with full system PATH. Use for npm, python, node, dev servers, watchers, build tools. Destructive file commands blocked.

当需要通过 J-Link GDB Server 启动或附着 GDB 会话，完成固件下载、在线调试或崩溃现场检查时使用。

Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.

Backport closed GitHub issues labeled LTS Next Patch to the current LTS release branch. Finds linked PRs, applies diffs, commits, and pushes. Use when applying pending LTS patches to the release…

AI image generation with OpenAI GPT Image 2, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream and Replicate APIs. Supports text-to-image, reference images, aspect…

Design and document new features with GitHub issue, low-level design (LLD), expert review, and testing plan. Creates structured documentation in .scratchpad/ with issue spec, technical design with…

Access local system resources including Calendar on macOS and Windows. Use this skill when you need to manage user's schedule directly on their device.

Perform SGLang code review in the style of human maintainers by consulting the public PR review episode corpus from project start through 2026-07-27, including inline review threads, top-level PR…

Remove Gemini logos, watermarks, or AI-generated image markers using OpenCV inpainting. Use this skill when the user asks to remove Gemini logo, AI watermark, or any logo/watermark from images.

仅当系统或用户明确指定完整名称 `myagents-memory-molt` 时使用； 不要根据任务语义或相似表述自行触发。

Migrate, modernize, and upgrade codebases to AWS. Run analysis on repos for tech debt, security vulnerabilities, and modernization opportunities. Transforms .NET Framework to .NET 8/10, mainframe…

Build coherent procedural scalar and vector fields for Three.js materials and geometry. Use for terrain, planets, wear, biomes, clouds, water masks, displacement, roughness, normals, domain warping,…

Implement Terraform provider ephemeral resources with the Plugin Framework: the Open/Renew/Close lifecycle, ephemeral schema design, registration via EphemeralResources, renewal for expiring…

分析真实项目并生成或修订安全、可验证的 GitHub Actions workflow；当用户要求创建 CI、测试矩阵、构建、Release、部署、缓存、Secrets、OIDC、PR 自动化或排查 workflow 配置时使用

Build, configure, scaffold, and deploy OCI Functions from a local machine using a dependency-first, Fn-context-guided flow with argv-safe mutation execution, nonce-scoped confirmations, and a…

Use when creating or improving Claude Code agents. Expert guidance on agent file structure, frontmatter, persona definition, tool access, model selection, and validation against schema.

Set up dotclaude in any project. Deep-scans the codebase, interviews the user, installs only justified components, customized to the stack.

Create hand-drawn style diagrams and sketches in Excalidraw JSON format for architecture, flowcharts, and system design

Start the dev server, discover API routes from the codebase, hit every endpoint, and report which ones return errors.

Instructions and guidelines for updating the pinned Preact JS git submodule and synchronizing upstream updates to the Dart preact_signals package.

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions…

Audit and revamp existing web interfaces into polished, professional, product-specific experiences while preserving behavior and working within the current frontend stack. Use for requests to improve…

新闻与资讯查询。获取中文新闻和全球 AI 技术资讯，支持按分类查询（时政、财经、科技、社会、国际、体育、娱乐、AI 技术、AI 社区）。当用户询问最新新闻、AI 动态、行业资讯时使用。

Use ChatGPT Web's GPT 5.6 Sol Pro as a verified second-opinion partner for difficult planning, architecture, debugging, business, product, content-strategy, risk-review, and Skill-design work. Use…

帮助用户搜索和筛选 GitHub 开源项目，输出结构化推荐报告。当用户说"帮我找开源项目"、"搜一下GitHub上有什么"、"找找XX方向的仓库"、"开源项目推荐"、"github搜索"、"/github-search"时触发。

Compare reply rates, bounce rates, and positive reply rates broken down by inbox type (SMTP / Gmail / Outlook) for a Smartlead account. Use when you want to know "which inbox type delivers best" or…

CRITICAL: Use for Makepad 2.0 Splash scripting language. Triggers on: splash language, makepad script, script_mod!, makepad scripting, splash 脚本, makepad 2.0 script, mod.state, on_render, script_eval,…

Validates business ideas through customer conversations using Rob Fitzpatrick's Mom Test framework. Use when planning user interviews, getting product feedback, validating ideas, designing discovery…

SSH/服务器操作助手。用于远程服务器、user@host、SSH 配置、上传下载、部署、跳板机、隧道、端口转发、服务器命令执行等任务；以 ~/.ssh/config 的 Host 别名为唯一服务器清单，优先密钥认证，通过本 skill 的 Python 脚本封装 OpenSSH 操作。

Read, build, wire, parameterize and compile Mutable Customizable Object graphs (UCustomizableObject) — skeletal mesh chains, mesh sections and materials, components, enum/float/color/texture…

Retrieves and searches dbt documentation pages in LLM-friendly markdown format. Use when fetching dbt documentation, looking up dbt features, or answering questions about dbt Cloud, dbt Core, or the…

Clean Architecture for .NET applications. Covers the 4-project layout (Domain, Application, Infrastructure, Api), dependency inversion, use case handlers, domain entities with behavior, and…

Configure and operate the self-hosted Nuxt Studio editor for Nuxt Content. Use when working with nuxt-studio installation, editor customization, OAuth or custom authentication, media, drafts, Git…

Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns