Software Development AI Skills

Use when user specfically says 'plan harder'.

Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member. Use when asked to "find PRs I need to review", "show my review requests",…

Create a new engagement workspace. Usage: /new <platform> <program> [--type web-app|api|mobile|smart-contract]

Shared HomeRail rules for AI agents operating the local-source release candidate: service roles, environment variables, secrets, provider boundaries, Docker callback networking, update expectations,…

当需要使用 SEGGER J-Link 探针烧录固件，或启动 RTT 日志捕获时使用。

分析中医体质数据、识别体质类型、评估体质特征,并提供个性化养生建议。支持与营养、运动、睡眠等健康数据的关联分析。

Keeps the engagement record for client work. Use when they name a client or stakeholder. Use when they debrief a meeting or paste notes. Use when they ask what was agreed. Use when they run a POC,…

Fast, lightweight 2D rendering engine for creating interactive graphics, particle effects, and canvas-based applications using WebGL/WebGPU. Use this skill when building 2D games, particle systems,…

Generate AI images using Volcengine Seedream model. Supports text-to-image (T2I), image editing (I2I), multi-image fusion, and web-search-based generation. Use this skill when the user wants to…

간단한 설명을 받아 단계별 병렬 처리가 가능한 구조화된 커스텀 슬래시 커맨드를 자동으로 생성합니다. 프롬프트 생성, 워크플로우 설계, 테스트 스위트 작성이 필요할 때 사용하세요.

Terraform provider acceptance test patterns using terraform-plugin-testing with the Plugin Framework. Covers test structure, TestCase/TestStep fields, ConfigStateChecks with custom…

Test-Driven Development loop. Write a failing test first, then the minimum code to pass it, then refactor. Repeat.

Set up GitHub authentication via gh CLI, SSH keys, and HTTPS personal access tokens

Fast file-name and content search using fd and ripgrep (rg). Provides efficient file system search capabilities with modern CLI tools.

Test-driven development with red-green-refactor loop, plus a value gate and audit workflow for tests. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants…

Configure Temps as an MCP (Model Context Protocol) server so AI assistants can interact with a Temps instance directly -- listing/inspecting projects and deployments, and (when write mode is enabled)…

Standardized compiler diagnostics, static analysis lints, and automated IDE quick-fixes.

Query photos, albums, locations, tags, and people from a TrailSnap instance through its command-line client. Use when TrailSnap MCP tools are unavailable and the user asks about their own photo…

Build a repeatable eval loop that grades agent output with an LLM judge, so prompt/skill changes get scored against a baseline instead of eyeballed. Reuses loopkit's verifier subagent as the grader —…

SOLID principles checklist with Java examples. Use when a class has too many responsibilities, an abstraction leaks, or a dependency points the wrong way, and when the user asks about Single…

GitHub 源码解读助手。适用于用户提供 GitHub 仓库链接，并希望解读源码、理解原理、分析架构、生成学习报告或快速上手文档时使用。会在 working 目录下生成源码解读和快速上手两份文档。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于仅克隆仓库或只要一句简介的场景。

Research and compare established libraries, open-source tools and applications, managed services, and standard, framework, or platform primitives against an explicit bespoke baseline before committing…

Create, modify, and introspect UserDefinedEnums and UserDefinedStructs (EnumStructService). Use when the user asks to create a Blueprint enum or struct, add enum values or struct members, or inspect…

案件进度与状态台账管理。案件 case.yaml 的唯一写入引擎（新增任务、推进任务、登记期限、更新案件阶段、校验、存量迁移），Agent 会话的进度加载与写回契约，以及案件进度监控对账。当用户或 Agent 需要"更新案件进度/推进任务/登记期限/更新案件阶段/同步案件状态/校验或迁移案件数据/查看案件结构化状态"时使用。不要用于：看板展示与周研判（用…

Выгрузка информационной базы 1С в DT-файл (вся база — конфигурация + данные). Используй когда нужно выгрузить информационную базу, выгрузить архив базы, сделать бэкап, выгрузить dt

Arista CloudVision Portal (CVP) automation via REST API — device inventory, events, connectivity monitoring, tag management (4 tools). Use when managing Arista devices, checking CloudVision events,…

Scan how you actually work with your coding agent and surface what to encode next. Point it at ONE run's artifacts to find what would have prevented a specific failure (the reactive loop — 'that went…

Sets up new projects or improves existing projects with development best practices, tooling, documentation, and workflow automation. Use when user wants to start a new project, improve project…

Brutally honest developer-experience audit for a GitHub repo. Scores 10 DX dimensions (time-to-first-success, README clarity, visual proof, install, quick-start, docs, examples, community, trust,…

Headless-browser-based CLI skill for Xiaohongshu (小红书, RedNote, XHS) to search notes, read posts, browse profiles, like, favorite, comment, and publish from the terminal

Use when calling callable functions (httpsCallable), passing data to server-side logic, handling function errors/timeouts, configuring regions, or testing with the Emulator Suite.

Design and build use cases, POCs and production systems with TypeSafe's Jev decision model (System One): choose a design mode and a use-case archetype, build decision state, write typed questions,…

Light 科研主线第 8 步·论文写作：围绕「如何让审稿人相信值得发表」组织，初稿→审稿人视角循环打磨； 每个 claim 都有证据、措辞强度匹配证据强度、绝不过度宣称。何时用：实验+分析做完要写论文 / 写/改摘要·引言· 贡献句·结论 / 担心「claim 无证据 或 措辞夸大」/ 要让贡献三处(摘要·引言·结论)一致 / 引言四段式(痛点→不足→ 洞察→贡献) / 要当审稿人自己挑一遍 /…

Iterative Codex CLI code review against an implementation plan

Writing style guide for technical content, social media, blog posts, READMEs, git commits, and developer documentation. Optimized to avoid AI detection patterns. Use when writing any content beyond…

Create a pull request with a valid title, description, changeset, and all required elements

Generate consensus sequences and manage reference files using samtools. Use when creating consensus from alignments, indexing references, or creating sequence dictionaries.

All /nw-* commands — what they do, when to use them, which agent they invoke. For the buddy agent to help users pick the right command.

Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a…

Guide for designing and running AgenticX workflows including sequential pipelines, parallel execution, graph-based orchestration, conditional routing, and trigger services. Use when the user wants to…

CC CLI version upgrade impact analysis — research changes, analyze bkit impact, generate report. Triggers: cc-version-analysis, CC upgrade, version analysis

Generate comprehensive test suites for existing code. Use when asked to write tests, add test coverage, create unit tests, or build integration tests.

Define a repository review policy fixing what each review pass checks, how severities rank, which paths are skipped, the nit cap, and who approves. Use when review findings feel inconsistent or noisy,…

Drafts or publishes authorized, fact-checked GitHub Discussions announcements; does not create releases.

Project health audit and health check — architecture, performance, tests, dependencies, code quality. Use when assessing overall project health, before releases, or after refactors.

This skill should be used only when the user explicitly asks to use `$ralph-specum-refactor`, or explicitly asks Ralph Specum in Codex to revise spec artifacts after implementation learnings.

Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker (edges as text in one file per ticket…

Use when designing a new REST or GraphQL API, reviewing an API spec before implementation, setting team API standards, or migrating REST to GraphQL. Covers resources, HTTP semantics, pagination, error…

Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to).

Check DeepSeek API usage (balance, this month's spending, token breakdown by model, daily breakdown, and cache hit rate). Access the DeepSeek Open Platform through browser_use, automatically log in,…

Braintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging