Software Development AI Skills

Guide plugin development workflow — editing skills, agents, hooks, or eval framework in this repo. Use when modifying files in plugins/elixir-phoenix/, lab/eval/, or lab/autoresearch/. Ensures changes…

Stitches confirmed single-asset findings into multi-hop attack paths across the organization. Builds a graph where nodes are assets and edges are confirmed exploit hops citing the findings that enable…

Systematically diagnose and resolve bugs through conversational investigation and root cause analysis

技术调研方法论，通过系统性调研和对比分析，为技术选型提供数据支持

Comprehensive understanding of the spec-kit methodology. Constitution-driven feature development with specify, plan, tasks, and implement phases.

Create an involute spur gear using FreeCAD's Part module.

Use this skill when writing, reviewing, or optimizing Dockerfiles, even if the user just says their image is too large, their build is slow, or they need to harden a container for production. Covers…

确保 git commit message 使用中文。在提交代码时自动应用中文提交规范。

Use when the user reaches for a Code node, mentions writing JavaScript or Python in n8n, or any custom logic comes up in workflow design. Triggers on "Code node", "Code", "JavaScript", "Python",…

Query Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live network stats. Uses Solana RPC + CoinGecko. No API…

Guide for integrating Agentica SDK with Claude Code CLI proxy

Resolves deterministic Git conflicts or approved choices. Use when the user wants to resolve a merge, rebase, or cherry-pick conflict. Not for deciding between competing implementations or committing…

Streamline session-to-session coordination with pi-intercom. Send messages, delegate tasks, and coordinate work across multiple pi sessions on the same machine. Use for planner-worker workflows,…

Prepare and publish cubeplex releases across backend, frontend, sandbox, Helm, Docker Compose, Git tags, and container registries. Use when cutting a release, bumping release versions, publishing…

Explore the codebase to locate files, trace behavior, and document existing patterns with precise file references. Use when the task is understanding what exists, not proposing changes.

Build a music video from an existing song and lyrics, either as p5.js/p5.brush animation or by assembling local images and clips. Use when the user mentions a music video, MV, lyric video, visualizer,…

Surgical code fixer for Bug Hunter. Implements minimal, precise fixes for verified bugs. Uses doc-lookup (Context Hub + Context7) to verify correct API usage in patches. Respects fix strategy…

Set up test-only auth bypass for Revyl runs across Expo, React Native, native iOS, native Android, and Flutter apps.

Review a branch diff against repository rules, with required security and license reviews. Report cited violations and offer scoped fixes when the user requests a code review.

Bi-directional translator between verbose descriptions and established terminology (semantic anchors). Use when (1) user describes a concept verbosely and you want to identify the precise term, or (2)…

Use this skill to install and verify Compose HotSwan end to end so a developer goes from zero to working sub-second hot reload on a real device or emulator in one session. Covers the JetBrains IDE…

Use when asked to create the initial spec graph for an existing codebase that has source code but no specs. Normally reached via setting-up-a-project.

Apply repository-standard formatting to minimize diff noise and meet linter expectations.

Constraint transparency: analyzes an artifact structurally, then analyzes what its own analysis concealed. Produces a conservation law AND a constraint report showing what was maximized, what was…

Binary analysis, assembly interpretation, disassembly, decompilation, firmware RE, and protocol reverse engineering

Generate tests from Allium specifications. Use when the user wants to propagate tests, generate test files from a spec, write tests for a specification, create property-based tests, produce state…

Invoke when the user asks to review, check, audit, or look over Qt6 C++ code — or suggest before committing. Runs deterministic linting (60+ rules) then deep-analysis agents (scaled to the size of the…

Review a GitHub PR for major issues first, then unnecessary complexity. Approve the reviewed PR and open a separate fix PR for verified findings. Do not post review comments or wait for the author to…

Start a new framefields video project, or add framefields to an existing Node.js project. Use when the user wants to make a video with framefields and the project has no framefields setup yet, or asks…

Design and operate task delegation systems for multi-agent fleets. Covers workload distribution, load balancing, queue management, priority scheduling, and dynamic agent scaling for production agent…

Comprehensive API testing patterns including contract testing, REST/GraphQL testing, and integration testing. Use when testing APIs or designing API test strategies.

Compiles LiteRT (.tflite) models ahead-of-time for Google Tensor TPUs (Tensor G5 on Pixel 10, Tensor G6 on Pixel 11) locally on Linux x86_64 or remotely via Google Colab (--colab on macOS, Windows, or…

Official skill for recognizing handwritten text from images using ZhiPu GLM-OCR API. Supports various handwriting styles, languages, and mixed handwritten/printed content. Use this skill when the user…

Develop or review a plan, draft, workflow, decision, or argument using independent council members and a fresh synthesis. Use for an explicit council request, including dictated counsel. Discussing…

Deploy TestDriver on your AWS infrastructure using CloudFormation

Find problems in one project and file them as tickets into its super-board Backlog — the board fixes them. Source plug-ins - sentry (app errors), posthog (exceptions, rage/dead clicks, failure events,…

Workaround for Claude Code filtering BMP PUA Unicode (U+E000-U+F8FF). Supplementary PUA Nerd Font icons like 󰊤 󱃾 󰁹 (U+F0000+, e.g. nf-md-github, nf-md-kubernetes, nf-md-battery) can be written…

Generate music using ElevenLabs Music API. Use when creating instrumental tracks, songs with lyrics, background music, jingles, or any AI-generated music composition. Supports prompt-based generation,…

BaoStock 免费开源 A 股数据平台，无需注册、无需 API Key，支持股票行情、K线、财务数据、行业分类、指数成分股查询。当用户提及 baostock、需要获取A股历史行情、财务报表、交易日历，或需要**免费、免注册**的A股数据时使用。与 tushare（数据更全但需注册）和 jqdatasdk（聚宽数据）不同，baostock 完全免费无限制，适合快速入门和低成本数据需求。

Use when you explicitly want a second local or SSH remote Codex CLI session to prototype, debug, or review code, while your current session remains the primary owner of the final result.

Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (`task_state_store`, `asset_state_store`) and the crash-safe `ResumableJobMixin`. Use when the…

Perform fast read-only codebase reconnaissance and report evidence to the requesting Superconductor session or team. Use when asked to scout or explore a codebase.

Dispatch independent tasks to parallel workers or subagents without write collisions. Use when: running or planning agents in parallel, even two; check scopes before any launch.

B站评论分析工具。输入B站视频链接或BV号即可获取一级评论数据，支持分页浏览、评论情感分析（积极/负面/需求/竞品），生成精美 HTML 报告。当用户需要查看B站视频评论、分析评论舆情、了解用户反馈时使用。触发词：B站评论、B站视频评论、评论查询、评论分析、评论舆情、看评论、bilibili评论。

Stack-agnostic test-driven development loop for a single Foreman issue. Implements one vertical slice with strict red-green-refactor (one test at a time, never horizontal slicing) using the…

Check the health of your Zapier MCP setup. Three modes — health check (dashboard view), audit (find waste and duplicates), diagnose (systematic troubleshooting). Use when asking "is my MCP working?",…

Code quality: cleanup, linting, formatting, quality gates.

Use this skill when helping users build applications with AI4J in their own Java or Spring Boot projects, including first chat, streaming, tool/function calls, MCP, RAG, memory, Agent runtime, Coding…

Correct-by-construction TypeScript standards. Use for TypeScript engineering or when another skill needs the user's coding standards.

Compare audits across commits to find new, fixed and regressed issues.

Next.js 15 애플리케이션을 위한 프론트엔드 개발 가이드라인. React 19, TypeScript, Shadcn/ui, Tailwind CSS를 사용한 모던 패턴. Server Components, Client Components, App Router, 파일 구조, Shadcn/ui 컴포넌트, 성능 최적화, TypeScript 모범 사례 포함.…