Software Development AI Skills

Sweep the open `<issue-tracker>` backlog for issues that could be labelled as good first issues. Classifies each candidate as READY (propose the GFI label), NEAR-MISS (surface edits to make it…

微信公众号文章的发布管道——封面生成、本地图片上传素材库、创建草稿、发布草稿、以及从 mp.weixin URL 提取原文。**触发场景**:用户说 "发到公众号草稿箱" / "推送到公众号" / "做张公众号封面" / "上传图片到微信" / "把这篇文章提取成 markdown" / "改写这篇 mp.weixin 链接(的提取部分)" / 任何提到「发布 / 草稿 / 封面 / 推送 /…

Render Blender scenes with the right engine and settings — Cycles for photoreal, EEVEE for speed/stylized, sample counts, denoising (OptiX/OIDN), light path tuning, color management (AgX/Filmic), file…

Explain how a piece of code works, why it is built that way, and what that means, in plain language a person can follow. Use for 'how does X work', 'why is it like this', 'teach me this', onboarding…

Use when implementing any feature or bugfix, before writing implementation code

CRE Legal review suite — 6 specialist skills for PSA review, title & survey analysis, estoppel tracking, loan document review, insurance coordination, and transfer document preparation for multifamily…

Solana vault management via GLAM Protocol. Triggers: glam, glam-cli, glam-sdk, vault create/manage, tokenized vault, share class, DeFi vault, treasury, asset management, access control, delegate…

Create and edit videos using Google's Veo 2 and Veo 3 models. Supports Text-to-Video, Image-to-Video, Reference-to-Video, Inpainting, and Video Extension. Available parameters: prompt, image, mask,…

Review a completed session to extract actionable improvements. Identifies DX friction, documentation gaps, architectural confusion, anti-patterns, process failures, and skill/config improvements. Uses…

Use when a top-level, read-only Hermes health audit is needed across installation, updates, gateways, cron, profiles, skills, repositories, credential posture, persistence, and cost signals.

Clone or create repos for active development — the right hand of /learn. Use when user says "incubate [repo]", "work on [repo]", "clone for dev", or wants to set up a dev workflow. Use --wt SLUG to…

Explore GitLab repositories using glab CLI and git commands. Use when user asks to: clone repositories, search projects or code in GitLab, view merge requests, explore project structure, check CI/CD…

Jobs to Be Done analysis to understand what customers really want. Use for product discovery, competitive analysis, or understanding why customers hire/fire solutions.

Convert an existing React component into a Webflow Code Component. Analyzes TypeScript props, maps to Webflow prop types, generates the .webflow.tsx definition file, and identifies required…

Build a regression + eval harness for AI-written code and AI features. Generates characterization tests that lock current behavior before a refactor, scaffolds a Promptfoo eval suite for…

Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.

Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer").…

Knowledge base from the DoD Risk, Issue, and Opportunity (RIO) Management Guide for Defense Acquisition Programs (OUSD R&E, Sep 2023 incl. Change 2.2). Use for the defense-acquisition mechanics of…

Run iterative verification hillclimbs against a concrete test command using Antigravity reactive scheduling. Use for /loop, 'loop until green', or automated hypothesis testing with a verification…

Use when the user wants to extract software product data from G2 (g2.com) — product overview with ratings, review counts, rating breakdowns, and G2 score, or a list of individual user reviews with…

Create, evaluate, improve, and benchmark content skills using the local Skill Lab workflow. Use when adding a new skill, tuning an existing skill's trigger behavior, iterating on SKILL.md…

OpenTelemetry profiles signal and the eBPF profiler (otelcol-ebpf-profiler, `profiling` receiver). Use when setting up continuous profiling with OpenTelemetry, deploying the eBPF profiler on Linux…

Create original short videos using the 速度对蛮力的非对称证明｜重击承诺、连续闪避与环境撞击 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern, downloadable…

Analyze a video with Sonilo and get back a creative brief for its sound, derived from the footage itself — by default both a music-direction brief (a time-aligned section plan plus one or more…

LLM integration, MCP v1.x protocols, hybrid reasoning, and RAG / Integrasi LLM, protokol MCP v1.x, hybrid reasoning, dan RAG.

Implement custom GLSL or TSL materials in React Three Fiber, including uniforms and vertex deformation. Use for shader code and shader debugging, rather than ordinary PBR settings or composer effects.

Helps structure the interview process, calibrate the hiring bar, counter interview bias, and decide between promoting internally vs. hiring externally. Also covers evaluating a new hire's fit during…

Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques. Use when building or refactoring C++ code requiring…

Julkisen hankinnan suunnittelu ja menettelyn valinta hankintalain (1397/2016) mukaan. Käytä tätä skilliä, kun hankintayksikkö suunnittelee kilpailutusta: soveltuuko hankintalaki, mikä on ennakoitu…

Generate or update memory.md file tracking decisions, changes, and learnings throughout project development for continuity across sessions. ALDC workflow (Copilot prompt al-memory.create); invoke…

The definition of done. Run before calling any change done, fixed, verified, ready or shippable, for features and bug fixes alike. Checks the pre-mortem was answered, proves the tests fail on the old…

WordPress Playground review and development guidance. Use when reviewing Blueprints, Playground JSON setup flows, `@wp-playground/cli` usage, embedded Playground demos, reproducible bug repros, docs…

Neo4j Java Driver v6 — driver lifecycle, Maven/Gradle setup, executableQuery, executeRead/Write managed transactions, explicit transactions, async/reactive patterns, error handling, data type mapping,…

Inspect or switch the local Git and GitHub download guard using an already-installed compatible low-data command. Use for airplane mode, flight or metered connections, returning online, or requests to…

Async deep-research report workflow using Messari AI. Starts a long-form research job, polls until complete, and returns a comprehensive report on any crypto topic, asset, or protocol. Cost varies;…

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance…

Prevents, detects, and remediates files that should never be committed — secrets (.env, API tokens, hardcoded credentials) and dev artifacts (build output, scratch databases, editor/OS files). Covers…

Implement, fix, debug, review, or refactor Flutter networking code for HTTP/REST APIs, WebSocket realtime flows, authentication and token refresh, request headers, timeouts, retries, JSON parsing,…

Sets up GitHub Actions CI/CD workflows for WordPress plugins — coding standards (WPCS/PHPCS), PHP/JS/CSS linting, PHPUnit testing, static analysis (PHPStan), Composer security scanning, WordPress…

Manage registered Bedrock vaults. List all vaults, set a default vault, or remove a vault from the registry. The registry lives in the plugin directory and maps vault names to filesystem paths. Use…

Audit and fix agent readiness: the Lighthouse Agentic Browsing fraction, accessibility tree for agents, robots.txt and Content-Signal for AI agents, WAF treatment of agent traffic, llms.txt, Markdown…

记忆管理：手动触发的全局/项目级记忆写入、查看、清理、迁移。 管理 ~/.claude/memory/（全局）和项目级 memory 目录。 触发词：/memory、记住、忘掉、清理记忆、记忆管理、看看记忆。 触发场景：用户想保存跨项目经验、清理过期记忆、查看当前记忆状态。

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what…

Mandatory analysis workflow for understanding codebase before changes

Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to…

Local chanfana documentation reference (latest). Chanfana documentation. Use for OpenAPI 3/3.1 schema generation and validation with Hono, itty-router, and Cloudflare Workers.

Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user…

TanStack Query v5 data fetching patterns including useSuspenseQuery, useQuery, mutations, cache management, and API service integration. Use when fetching data, managing server state, or working with…

Deterministic repo analysis — language/framework detection, structure mapping, domain discovery, health checks, and import graph integration

代码重构指南和常见重构模式。用于改善代码质量、消除代码坏味道、优化代码结构。