Software Development AI Skills

Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.

基于本能的学习系统，通过钩子观察会话，创建具有置信度评分的原子本能，并将其进化为技能/命令/代理。

Use when evaluating Muddy Waters-style forensic short research: fraud, channel checks, related-party structures, cash verification, governance failure, and evidence-based short theses.

Java 源码认证与配置安全审计。当在 Java 白盒审计中需要检测认证绕过、权限缺陷或安全配置问题时触发。 覆盖 6 类风险: 认证绕过(Spring Security/Shiro Filter 链 URI 解析差异)、 越权(IDOR/水平越权/垂直越权)、JWT 安全(算法混淆/密钥泄露/Claims 验证)、…

Use to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/*.md for parallel agents to fix.

You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti

Produce Word (.docx) and export existing Word/WPS manuscripts to PDF (Word 转 PDF / 试读版 / 排版修复), preserving revisions, tables and images. Especially for Chinese documents, drive…

This skill should be used when user asks to "set up overleaf", "configure overleaf cookie", "overleaf auth failed", "overleaf 401", "overleaf session expired", "overleaf unauthorized", or needs to…

Set up Tailwind v4 + shadcn/ui themed UI with dark mode. Install deps, configure CSS variables via @theme inline, wire dark mode toggle, verify. Use whenever the user mentions Tailwind v4, setting up…

Work with Google Cloud via the official gcloud CLI — check auth/config, list and switch projects, manage Compute Engine instances, deploy and inspect Cloud Run services, work with Cloud Storage, and…

Interactive skill creation workflow for project-local skills. Triggers: skill-create, create skill

Narrow bare rescue in Elixir so real errors like KeyError and typos propagate instead of being swallowed. Use to audit rescues and refactor error handling.

Use when reviewing a GitHub PR for quality, scope correctness, trust tier compliance, or generating user-friendly review feedback.

Detects stale project plans and suggests session commands. Triggers on: sync plan, update plan, check status, plan is stale, track progress, project planning.

Publish files or Obsidian notes as GitHub Gists. Use when user wants to share code/notes publicly, create quick shareable snippets, or publish markdown to GitHub. Triggers include "publish as gist",…

Provides AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Handles sending/receiving messages, FIFO queues, DLQ, subscriptions, and pub/sub patterns. Use when…

Write MoonBit bindings to JavaScript with `extern "js"`. Use for FFI declarations against browser/Node/Deno APIs or npm packages, wrapping JS objects in opaque types, bridging Promises (`async fn` /…

Lightweight headless browser automation via Lightpanda and agent-browser CLI: 9x lower memory, 11x faster than Chromium, for scraping and DOM interaction without rendering. Triggers on: "lightpanda",…

Vercel Agent guidance — dashboard and Slack chat, code review, production investigation, approved actions, and product installation. Use when configuring or working with Vercel's AI assistant.

Route full software-development architecture work from product intent through design, implementation, testing, release, and operations. Use when the user asks for a complete development architecture,…

Use when the user wants to review a Claude Code session for quality — analyzes the current session (or a specified transcript path) for prompting effectiveness, agent performance, and environment…

10DLC brand and campaign registration for US A2P messaging compliance. Assign phone numbers to campaigns.

Create an isolated Git worktree/branch or Jujutsu workspace, then verify a clean test baseline before code. Use when starting a feature or task.

Use when scaffolding a new Frappe app, configuring app settings, building assets, running tests, deploying, updating, or publishing to marketplace. Prevents broken app structure from incorrect…

Build a real-time change-data-capture pipeline from a transactional database (Aurora DSQL, Aurora Postgres, RDS) to Redshift Serverless, S3, or any other sink, via Kinesis Data Streams (or MSK).…

Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js…

mypy - Static type checker for Python with gradual typing, strict mode, Protocol support, and framework integration

Performs a security-focused code review by launching multiple specialized agents and a verification agent to ensure comprehensive coverage and accurate findings. Use this skill when the user asks for…

ADVOGADO ESPECIALISTA ELITE — JURISTA COMPLETO workflow skill. Use this skill when the user needs Advogado especialista em todas as areas do Direito brasileiro: familia, criminal, trabalhista,…

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py`…

用于在小红书上发布高质量的 AI 相关岗位招聘帖子。包含自动生成极客风格的招聘封面图和详情图，并提供自动化发布脚本。当用户需要发布招聘信息、寻找 Agent 设计师或其他 AI 领域人才时使用。

SOL Incinerator SDK for burning tokens, NFTs, and closing accounts

작업 완료 후 코드 검증 (타입체크, 린트, 테스트, 빌드). Triggers on: 검증, verify, 테스트 돌려, 빌드 확인, 타입체크. NOT for: E2E 테스트, 코드 작성, 구현.

Guide for implementing Shopify apps, extensions, themes, and integrations using GraphQL/REST APIs, Shopify CLI, Polaris UI, and various extension types (Checkout, Admin, POS). Use when building…

Enable a specific CometChat feature in a Flutter v6 app — polls, stickers, collaborative whiteboard/document, translation, link preview, AI smart replies, moderation, calls, push. Looks the feature up…

React Native Coding Standards - TypeScript. Use when reviewing code style or formatting.

Local Mixpanel documentation reference (latest). Mixpanel analytics documentation. Use for event tracking, user profiles, cohorts, funnels, retention, A/B experiments, session replay, SDK…

Analyzes PHP code for consistency issues. Detects mixed coding styles, inconsistent patterns, API inconsistencies, naming convention violations.

PostgreSQL、MySQL、一般的なORM（Prisma、Drizzle、Kysely、Django、TypeORM、golang-migrate）全体のスキーマ変更、データマイグレーション、ロールバック、ゼロダウンタイムデプロイメントのためのデータベースマイグレーションベストプラクティス。

Automated iterative agent runner for spec-based development in Kiro. Wraps kiro-cli in a self-correcting bash loop that picks up tasks from a Kiro spec, implements them one at a time, verifies against…

Use events and messaging without creating hidden coupling, ordering bugs, or impossible debugging paths.

Detects common LLM coding agent artifacts across four categories (tests, dead code, abstraction, style) over the project or changed files — using parallel subagents when the agent supports them,…

Manage ServiceNow incidents — creation with impact/urgency priority calc, auto-assignment by category, reassignment tracking, major incident declaration with bridge calls, time-based escalation, MTTR…

Zoom Video SDK for macOS native desktop apps. Use when building custom macOS video sessions with native UI control, tokenized join, and desktop-oriented media/device workflows.

Guide to using Konsta UI for pixel-perfect iOS and Material Design components in Capacitor apps. Works with React, Vue, and Svelte. Use this skill when users want native-looking UI without Ionic, or…

Systems programming from memory management through networking. Covers memory models (stack vs heap, manual allocation, garbage collection, ownership/borrowing), concurrency (threads, mutexes,…

审查实际差异中的正确性、安全和维护风险并给出可定位意见。支持明确输入与结果回读。Use to review a code change for actionable defects.

Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware with per-person contributions, praise, and…

Use when auditing metadata, crawlability, structured data, or indexability related to Optimize article link density. Verify the rendered HTML and HTTP response rather than relying only on source…

End-to-end onboarding for a freshly-plugged-in M5Stack ESP32 device (Cardputer, Cardputer-Adv, Core, CoreS3, Stick) — detect on USB, flash UIFlow 2.0 firmware, and install the Claude Buddy MicroPython…

Use Sysinternals Autoruns to systematically enumerate and analyze malware persistence mechanisms across Windows registry run keys, scheduled tasks, services, drivers, and startup locations. Use when…