Software Development AI Skills

Map the big picture around a topic or software repository by identifying its boundaries, layers, actors, components, relationships, flows, history, fault lines, and open questions, then explain how…

Abort a running agent loop and optionally revert changes

Upgrade Solidity smart contracts using OpenZeppelin proxy patterns. Use when users need to: (1) make contracts upgradeable with UUPS, Transparent, or Beacon proxies, (2) write initializers instead of…

Publish static page artifacts from the publisher workspace to a GitHub Pages repository using a fine-grained token, with advisory image optimization and an original-image path. Use when a React/static…

Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Java SDK examples.

Cycle through multiple PolyHaven materials on a product and render each variant. Great for showing color/finish options. Trigger when asked to show material variants, swap textures, create color…

Systematic root cause analysis for production and development bugs. Hypothesis-driven debugging — never guess-and-check.

Use when: NotebookLM, notebooklm MCP, large documentation sets, courses, books, papers, or citation-backed research are mentioned. Retrieves a small grounded answer from a stable corpus, preserves…

Generate tested jscodeshift/postcss codemods for design system migrations: token renames, prop renames or removals, import paths, component swaps. Triggers: codemod, migration script, rename this prop…

Move Jira issues through workflow states. Use when transitioning issues (To Do, In Progress, Done) or setting resolutions.

Convert between JSON and CSV. A JSON array of objects becomes a CSV, and a CSV becomes a JSON array of objects. Direction follows the file extensions.

Enforce architectural rules when generating or modifying code, and validate proposed designs before approval (design mode). Defaults to clean architecture; supports any architecture style via the…

Plan a refactor as an ordered, commit-grain Tasks Plan with structural acceptance criteria (suite green at every step, no behaviour diff) that `/squid-implement-night` can execute end-to-end.

Turn a vague bug report into a VERIFIED minimal reproduction and then a failing regression test, agent-driven end to end. Covers extracting the implicit repro from a thin report (env, build, steps,…

Interactive onboarding for the MCP Task Orchestrator. Detects empty or populated workspaces and walks through how plan mode, persistent tracking, and the MCP work together. Use when a user says "get…

Trace a code path end-to-end and render it as an annotated ASCII callgraph with a concurrency/serialization analysis.

Creates a new Mojo or MAX project. Use when wanting to start a new Mojo or MAX project, initializing the `pixi` or `uv` environment to use Mojo or MAX, or when the user wants to begin a new Mojo or…

Ligand-aware protein sequence design using LigandMPNN. Use this skill when: (1) Designing sequences around small molecules, (2) Enzyme active site design, (3) Ligand binding pocket optimization, (4)…

Use when writing, fixing, editing, or reviewing TypeScript comments and TSDoc. Enforces Clean Code principles—no metadata, no redundancy, no commented-out code.

Automated analysis of patent claims for USPTO compliance with 35 USC 112(b) requirements - antecedent basis, definiteness, claim structure

MANDATORY pre-flight check before answering any question or writing any code related to Meta Quest VR headsets (Quest 2, Quest 3, Quest 3S, Quest Pro) or apps that target them. Forces verification…

Explain code, concepts, or technical decisions in clear, understandable terms

反分析对抗网关。编排：壳识别 → 简单壳脱壳 → 强壳脱壳 → 反混淆。 子技能：[[re-packer-id]] [[re-unpack-simple]] [[re-unpack-advanced]] [[re-deobfuscate]] [[re-evasion]]。…

Audit agent skills, plugins, prompts, manifests, scripts, dependencies, and bundled assets for provenance, prompt-injection, permission, execution, exfiltration, persistence, and update risk. Use when…

Adapt a React Native or Expo app to iPhone Duo, Apple's first foldable iPhone — asymmetric safe area insets, resize handling, and how to expose the iOS 27.1 reserved-region and hinge APIs through a…

Adapts experiences across cultures and languages — not just translation, but cultural reconception. Part of the Intent design strategy system. When a product enters a new market, everything is in…

Generate structured session summaries optimized for future AI agent consumption. Use when (1) ending a coding/debugging session, (2) user says "compact", "summarize session", "save context", or "wrap…

Plans, implements, and reviews migrations from other CMSes and content systems into Sanity. Use when migrating or replatforming to Sanity from AEM, Adobe Experience Manager, Contentful, Strapi,…

ALWAYS use when writing code importing "motion-v". Consult for debugging, best practices, or modifying motion-v, motion v, motion-vue, motion vue.

Seed a fresh (greenfield) repository with the PRD-Driven Context Engineering scaffold — PRD.md, SoT/ knowledge files, EPIC templates, domain-profile config, and agent MEMORY starters. Invoked as…

Build signal-based forms in Angular v21+ using the new Signal Forms API. Use for form creation with automatic two-way binding, schema-based validation, field state management, and dynamic forms.…

Aggressive token, context, and cost optimization mode for AI coding agents (Claude Code, Antigravity, Cursor, etc.). Prevents marathon sessions, eliminates redundant file re-reading, prioritizes text…

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when "build agent, AI agent, autonomous agent, tool…

Use this skill when posting the final summary comment, including its No Verdict form when nothing could be reviewed and no inline comments exist. Otherwise apply as the LAST step of code review, after…

Gate for deciding whether to adopt an external pattern (skill/agent/rule/plugin/MCP/prompt) into your system. Triggers: '/integration-intake [name]', 'should I integrate this', 'is this worth…

Upgrading a MapLibre GL JS app from v5 to v6 — the ESM-only build, the removed default export, CommonJS require() breakage, the styleimagemissing/setMissingStyleImageResolver change, the removal of…

Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts. Use when…

Understand and improve test coverage in a Dart package. Helps agents run coverage, interpret results, and identify missed lines.

Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI. Use for `LlmAgent`, `Runner`, sessions, state, memory, tools, callbacks, plugins, graph or dynamic workflows,…

2D Game Development workflow skill. Use this skill when the user needs 2D game development principles. Sprites, tilemaps, physics, camera and the operator should preserve the upstream workflow, copied…

Build and verify a HyperGrok trading desk from the pinned public release. Use for first-run setup, repair, or a readiness check. Starts with a live zero-key Opening Bell, installs the seven role…

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user…

Use when reviewing, accepting, rejecting, or deferring ChDRs mined by change-init, validating inferred decisions against their git and issue evidence before promotion to project memory.

将 OpenCode 会话导出为可视化的 HTML 网页，复刻官方 share 页面的暗色主题样式。 从本地 SQLite 数据库提取完整对话数据（包括上下文压缩前的早期消息）， 生成的 HTML 包含 Markdown 渲染、代码高亮、工具调用折叠卡片（含完整 input/output）、 思考过程折叠、左侧对话导航边栏、删除/截断对话功能。…

Use when the user has a video + a target-language SRT and wants the video to actually speak that language — generates a time-aligned TTS voice dub. Routes by voice ID — Volcano (豆包) TTS for Chinese,…

Use specific checklists to ensure comprehensive and high-quality code commenting for general code, data declarations, and program structures. Apply when writing new code, reviewing existing code, or…

在收盘后总结自选股当日表现、驱动因素、强弱分化与次日观察点。适用于每日收盘复盘、维护自选股观察节奏、为次日盘前准备提供输入等场景。

Optimize transformer attention with Flash Attention — 2-4x speedup, 10-20x memory reduction for long sequences on CUDA GPUs.

使用受约束 JSON、固定 HTML/CSS 和 Chrome/Chromium 确定性生成微信公众号封面 PNG。用于完整公众号流水线必须提供 thumb_media_id，或需要准确中文标题、独立封面视觉且不调用图片模型的 1410×600 封面时；不生成正文图片。

Draft one net-new *good first issue* on the configured `<upstream>` repo from one supplied gap or small maintainer-named task. Run suitability and readiness checks before showing the draft. File via…

hermes-plugin-evaluation — Evaluate third-party Hermes Agent plugins before installation: cost, licensing, required services, data flow, dependencies, and setup risk.