Software Development AI Skills

Search for code definitions (functions, classes, interfaces, imports)

Send a bug or failing test to Claude Code for root-cause analysis and fix. Use when you've hit an error you can't trace, a test is failing for unclear reasons, or a behavior is wrong and the cause is…

Rust development intelligence. 14 domains, 11 stacks, 300+ entries. Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check Rust code. Domains:…

Resolve maintenance problems using Corbin Crutchley's preferences. Use when fixing test, type, or tooling failures, investigating dependency-owned bugs, completing migration cleanup, or documenting…

Use this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state machines for cruise control modes.

Shared vocabulary and principles for designing deep modules - module, interface, depth, seam, adapter, leverage, locality - plus the deletion test, dependency categories for safe deepening, and the…

Classify any input path into one of eight modalities and emit a route manifest. First stage of data-master; no statistics, no cleaning.

Student project delivery and packaging workflow for Codex. Use when the user needs help with Chinese university student projects, course projects, innovation training projects, competitions,…

Generates a condensed onboarding document tailored to a specific role (engineer, designer, agent, client). Reads VECTOR.md, CLAUDE.md, ARCHITECTURE.md, and current /vector/ state. Use when onboarding…

Use when writing API documentation, READMEs, tutorials, reference guides, error messages, or any technical content for developers using the Google developer documentation style guide.

Use when a plugin or theme bundles a third-party PHP or JavaScript library, enqueues an asset from a CDN, fetches or executes code at runtime, manages dependencies with Composer, or prepares the…

Code review tag taxonomy and findings format for the code-reviewer agent during /speq-implement. Not for general code review.

A comprehensive mathematical reasoning skill for AI assistants — handles arithmetic to research-level problems with rigorous step-by-step reasoning, systematic verification, and transparent…

抓取微博热搜榜（https://s.weibo.com/top/summary?cate=realtimehot）前 N 条热搜及每条热搜下前 M 篇帖子的完整原文与配图，输出为按热搜分文件的 Markdown 文档集合 + 本地图片。当用户提出抓取微博热搜、微博热门话题帖子、微博榜单内容时使用。依赖 playwright MCP（mcp__playwright__* 工具）与本地…

Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments. Covers Alembic, Django, and raw SQL.

Surfaces the dojo's non-negotiable prime directives.

自动执行 ATB 算子到 ACLNN 的迁移操作，在 910B/950 设备上启用 ACLNN 加速。 支持参数映射、ACLNN Runner 实现、设备检测切换和功能/性能验证全流程。

Ultracode / Max-Parallel mode — dynamic workflows fan work out across tens–hundreds of adversarially-verified parallel subagents for large, decomposable jobs (codebase-wide audits, big migrations,…

Guides the agent through migrating an existing Capacitor app project from CocoaPods to Swift Package Manager (SPM) for iOS dependency management. Covers prerequisite checks, inventorying installed…

Exploratory data analysis for user-provided sports data: grain, key integrity, coverage, missingness, entity balance, base rates, outliers, structural breaks, and leakage red flags. Use before feature…

Implements and debugs browser WebMCP integrations in JavaScript or TypeScript web apps. Use when exposing imperative tools through document.modelContext (with a navigator.modelContext fallback),…

Start or reopen the mo markdown viewer for the current project. Use when mo is already configured and the user wants to view docs, start mo, open documentation viewer, or preview markdown.

Build a complete mental map of a project through phased exploration so you can work effectively without rediscovering things. Use when the user wants to: (1) Onboard onto a new or unfamiliar codebase,…

(alamops) Performs a thorough, read-only code review of any change source — a pull request, a git diff, uncommitted edits, recent commits, or code just produced in the conversation — and re-reviews a…

使用半经验方法 (xTB) 对分子三维结构进行几何优化，支持 SMILES 自动转 3D、XYZ 文件输入，输出优化后坐标、能量、收敛状态。

Invoke before substantive work in a vault-linked directory, where an ancestor contract or project association may apply; this skill call starts vault activation for one governed Markdown vault. Also…

Simulates a realistic VC Investment Committee: three partner archetypes debate a startup's merits, concerns, and deal terms, scored across 28 dimensions. Use when the user asks to simulate an IC, or…

Use this skill when you have structured course content (or any chapter-based dataset) in markdown form and need to turn it into a working interactive website — without picking a framework, without a…

Use when working with LineageOS custom ROM development, including syncing sources, building, device trees, repopick, Gerrit contributions, or LineageOS-specific features. Triggers on "LineageOS",…

Opinionated defaults and full lifecycle playbook for secrets and environment variables. Decides where a secret or env-specific value lives (constant, .env, CI secret, env var), scaffolds .env.example…

Cowork 자기개선 루프 상태를 요약한다 — 이 컨테이너의 학습 스킬 목록, claude.ai 저장(동기화) 여부, 이번 세션 usage telemetry. "루프 상태 보여줘", "학습 스킬 뭐 있어", "스킬 저장 됐나", "미저장 스킬 있나" 등에 사용.

Produces institutional-quality annual operating budgets with IREM/BOMA benchmarking, component-specific escalators, NOI sensitivity grids, budget-to-value linkage, reserve adequacy testing, and IC…

Helps agents write and review Scala Cats Effect Resource code. Use for preventing resource leaks and use-after-release bugs, modeling disposable values with Resource, designing Resource-returning…

Multi-lens code review — spawns parallel sub-agents to independently review branch changes for bugs, security, and design, then validates and reports only high-signal findings. Use when you want a…

Inspect and polish SpriteCook sprites after generation or background removal. Use for broken or faint outlines, missing edge pixels, halos, and background debris, and before slicing or animating…

Evaluate Clojure skills through rigorous real-project testing with and without skills enabled. Use this skill whenever you need to assess whether a Clojure skill (like clj-discover, clj-debug,…

当用户明确要求使用 awesome-code、进行多代理协作或需要复杂任务规划时使用。它负责拆解任务、选择专业角色、设置门禁并审查结果；所有 Agent 的创建、隔离、串行或并行执行都必须交给 `parallel-vibe`。⚠️ 不适用：用户只需单一角色完成简单修改或咨询，或未表达多代理协作意图。

Build agent skills for Amazon Quick following skill construction best practices. Use when the user asks to 'build a skill', 'create a skill', 'make a new skill', 'author a skill', 'convert this to a…

A股价值投资分析工具，提供股票筛选、个股深度分析、行业对比和估值计算功能。基于价值投资理论，使用akshare获取公开财务数据，适合低频交易的普通投资者。

Protocol-level facts for Roboflow REST and Inference APIs — URL patterns, auth, parameters, error codes, and SDK quick-start. For deployment strategy and Workflow execution patterns, see…

Explain a codebase or build plan like the listener is 10 years old - household analogies, mermaid diagrams, zero unexplained jargon. Two factory checkpoints (after planning - "here's what we're about…

Pre-release checklist: version bump, changelog, privacy manifest, store metadata, archive readiness. Triggers: "release prep", "prepare release", "ready to ship", "pre-release checklist".

Business Process Flows (BPFs). Use when: creating BPFs, BPF stages, BPF branching, cross-entity BPFs, BPF XAML creation via API, BPF activation, BPF client-side JavaScript, process instance…

Review and improve product UX content including labels, instructions, errors, empty states, confirmations, terminology, and content timing. Use when a designer asks whether UI copy is clear,…

Build accessible forms with Bullframe CSS. Use when creating a contact form, login, signup, checkout, search box, filter bar, or any page with input controls.

How to replicate a reference video 1:1 (or study a style from one) with the drawn-by-code engine, measuring instead of guessing, element by element, until the difference only shows when zooming in.…

Generate code using nx generators. INVOKE IMMEDIATELY when user mentions scaffolding, setup, structure, creating apps/libs, or setting up project structure. Trigger words - scaffold, setup, create a…

Run a heuristic UX audit of a customer journey from screenshots. Use when the user asks for a UX audit, heuristic evaluation, usability review, design teardown, or expert review of screens, mockups,…

Guidelines and instructions for Agent execution timeout limits setups

Use when you need to run real accessibility tests — Playwright keyboard interactions, axe-core scanning, visual regression, and WCAG 2.2 compliance checks. The measurement layer that feeds evidence…

Checks anything visual before export or sharing (a video, page, deck or UI) for the silly mistakes that make it look cheap or wrong. Use before any render, export or publish.