Software Development AI Skills

Audit a startup, SaaS, app, developer tool, landing page, or product before launch from a live URL, localhost page, repository, screenshots, or supplied copy. Use when Codex needs to determine what a…

高德地图路线规划与 POI 搜索。支持驾车、步行、骑行、公交路线规划，以及景点、餐厅搜索。当用户询问路线、行程规划、景点推荐、餐厅推荐时使用。

Apply, review, and explain TypeScript variable conventions. Use automatically for tasks involving variable declarations, const assertions, enum alternatives, literal-union state modelling, boolean…

Evolve a skill by generating variations, evaluating them, and updating the best version

把项目推送到 GitHub，三种模式自动判断：**首次推送**（大文件扫描 → 生成 .gitignore → git init → gh 建仓 → 推送）、**日常更新**（commit + push）、**版本发布**（打 tag + 建…

在博客 WQ/WR 双线工作流中连续完成搜索导向调研、写作、图片和载荷；默认做同上下文对抗式自查，高风险升级独立 R。用于研究、撰写、修订和准备人工发布文章包。

Deep need-clarification skill. Use only when the user explicitly invokes $task-clarifier. Once activated, keep asking until all three goals are met: the user fully understands their own needs, the AI…

Guide for upgrading Java projects between major versions (8→11→17→21→25). Use when user says "upgrade Java", "migrate to Java 25", "update Java version", or when modernizing legacy projects.

WHEN diagnosing a reproducible or observable software failure outside a CI-pipeline-specific workflow; NOT for speculative cleanup, general code review, or speculative behavior changes presented as…

嵌入式串口调试工具，用于扫描串口、实时监控、发送数据、记录日志和 Hex 查看。 当用户提到串口、COM 口、UART、AT 命令调试、波特率、Hex 串流、串口抓日志、 串口监控、查看 MCU 输出、二进制协议联调时自动触发，也兼容 /serial 显式调用。 即使用户只是说"看看串口输出"、"发个 AT 命令"或"抓一下日志"，只要上下文涉及 串口通信就应触发此 skill。

Write a brand manifesto — a bold, belief-driven declaration of what the brand stands for, fights against, and exists to change. Use when the user says "brand manifesto", "manifesto", "what we…

AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python

Use for OpenHound Jamf/JamfHound OpenGraph BloodHound work when the user clearly means Jamf semantics such as Jamf tenant, site, account, group, computer, API-client exposure, Tier 1 to Tier 0 paths,…

Safely analyze and reorganize project structure with multi-stage validation, dry-run previews, and explicit user confirmation. Use when projects need cleanup, standardization, or better organization.

ansible-lint playbook and role validation — syntax checking, best practice enforcement, project-wide analysis, rule filtering. Use when validating Ansible playbooks, checking code quality, or…

Take a PRD and build a dark factory around it - a repository that takes work in as an issue and ships validated code out with nobody at the keyboard - one component at a time, into the user's actual…

Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make…

Use the Prowl CLI (`prowl`) to inspect or control a running Prowl GUI app and the agent sessions it hosts. Prowl runs several coding agents in parallel, each in its own pane/tab/worktree, so reach for…

Query, audit, and optimize Google Ads campaigns. Use an attached browser or the Google Ads API for campaign, keyword, budget, conversion-tracking, and wasted-spend analysis, or when the user…

Review code following project standards (manual fallback/audit path)

Save, organize, and curate persistent memories (MEMORY.md index plus topic files) across sessions. Load before writing detailed notes, topic files, or when asked to remember context that should…

Build reactive, type-safe, production-grade backends. ALWAYS use this skill when the user asks to build, plan, design, or implement backend features, APIs, data models, server logic, database schemas,…

Stop writing so many comments. Follow these suggestions instead!

Validate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics. Use when verifying alignment data quality before variant…

Domain-specific authoritative source databases, search strategies by topic category, and source freshness rules

Zero-config goal-to-tasks engine. Takes any goal (software, pentest, business, learning), runs adaptive discovery, generates a validated spec, parses into TaskMaster tasks, creates an implementation…

Core rules for bkit — PDCA methodology, level detection, agent triggering, quality standards, Sprint management (8-phase container with 4 auto-pause triggers, v2.1.13), and Trust Level scope (L0-L4…

DEPRECATED - this skill is unmaintained. Use the official Angular skills at https://github.com/angular/skills instead. Write unit and integration tests for Angular v20+ applications using Vitest or…

全面的 PDF 操作工具包，用于提取文本和表格、创建新 PDF、合并/拆分文档以及处理表单。当 Claude 需要填写 PDF 表单或以编程方式大规模处理、生成或分析 PDF 文档时使用。

Implement work from a spec, ticket, or agreed conversation. Use explicitly when the user wants an existing plan carried through to working code.

Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and sequential image generation. Use when user asks to create "知识漫画",…

Reviews a concrete implementation plan for missing decisions, feasibility and risk before execution; read-only.

Analyze trends across session metrics. Computes windowed aggregates, deltas, and compares against MEMORY.md findings. Use periodically for progress tracking.

Create properly sized holes for heat-set threaded inserts (common in 3D printed parts).

Use this skill when authoring, validating, packaging, signing, or composing a Docker Sandboxes kit `spec.yaml` (`sbx kit add/inspect/pack/pull/push/sign/validate/verify`), even if the user just says…

Quality review of a change: is the logic right, is it safe, does it hold under real load, is risky code tested, is it fast enough, and is every line needed. Reads the connected code, not only the…

Use before opening a PR to audit the changes for stale comments, unused imports, missing tests, and inconsistencies with neighboring code.

Use when writing or reviewing n8n expressions (`{{...}}` syntax), `$json` / `$node` references, Luxon date code, or expression errors. Triggers on `{{}}`, `$json`, `$node`, `$input`, `DateTime`,…

Modify Cursor/VSCode user settings in settings.json. Use when the user wants to change editor settings, preferences, configuration, themes, font size, tab size, format on save, auto save, keybindings,…

Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government reports, or public…

Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.

OPS on-demand: This skill should be used when the user asks to "A&R this track", "demo verdict", or…

Use the flarectl command-line tool to manage Cloudflare DNS records, including listing, adding, updating, and deleting DNS records, as well as querying zone information. This skill must be triggered…

Spawn Agentica multi-agent patterns

Deeply analyze an existing codebase feature by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies. Use this skill when you need…

Create Excalidraw diagram JSON files and PR visual overviews that make visual arguments. Use when the user wants to visualize workflows, architectures, concepts, pull request changes, before/after…

Build professional command-line interfaces in Python, Go, and Rust using modern frameworks like Typer, Cobra, and clap. Use when creating developer tools, automation scripts, or infrastructure…

Adversarial code reviewer for Bug Hunter. Rigorously challenges each reported bug to determine if it's real or a false positive. Uses doc-lookup (Context Hub + Context7) to verify framework claims…

Create or edit a mobile app in ChatGPT Work's cloud coding workspace, build it with revyl build --remote, run cloud tests and device verification, and map it with revyl explore. Also use for other…

Install and configure the Zaidan component registry in an existing SolidJS codebase, and recommend Zaidan components for a product or interaction need. Use when setting up Zaidan, adding Zaidan…

Deploy or publish Python and R content to a Posit Connect server using rsconnect-python or the R rsconnect package. Handles interactive apps and dashboards, web APIs, rendered documents, and prepared…