Skill rating

Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)

Build retail point-of-sale applications using Shopify's POS UI components. These components provide a consistent and familiar interface for POS applications. POS UI Extensions also supports scaffoldin

Generate professional product photography using each::sense API for e-commerce, marketing, and catalog imagery

AI video generation: text-to-video, image-to-video, video-to-video, model selection. Use when generating a short video clip from a prompt or reference (e.g. 5s clip of a cat in rain, animate this pho

LLM prompt injection playbook. Use when testing AI/LLM applications for direct injection, indirect injection via RAG/browsing, tool abuse, data exfiltration, MCP security risks, and defense bypass tec

Expert-level implementation assistant for the Universal Commerce Protocol (UCP). Provides comprehensive tooling for adding UCP support to Next.js ecommerce codebases — from initial consultation throug

Pay HTTP 402 payment challenges using tokens via the Tempo CLI and Uniswap Trading API. Use when the user encounters a 402 Payment Required response, needs to fulfill a machine payment, mentions "MPP"

Pragmatic patterns for building multiplayer games: matchmaking, tick loops, realtime state, interest management, and validation.

Ollama API Documentation

Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design expe

Comprehensive portfolio analysis using Alpaca MCP Server integration to fetch holdings and positions, then analyze asset allocation, risk metrics, individual stock positions, diversification, and gene

Use when a Jetpack Compose screen-level composable takes a ViewModel/component/controller, collects state or effects, handles navigation/snackbars, or wires callbacks while also rendering layout.

Production-ready CSS transitions for web apps. Use when implementing notification badges, dropdowns, modals, panel reveals, page transitions, card resizes, number pop-ins, text swaps, icon swaps, succ

Build and maintain a personal knowledge base using Karpathy's llm-wiki methodology across Claude Code, Codex, and OpenClaw agents.

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

Agent Script DSL for deterministic Agentforce agents. TRIGGER when: user writes or edits .agent files, builds FSM-based agents, uses Agent Script CLI (sf agent generate authoring-bundle, sf agent vali

Use this skill when the user wants to work with PowerPoint presentations. Triggers include: - Generating a new PPT from a topic: 'generate a PPT' / '帮我做个PPT' / 'PPTを作って' / 'PPT 만들어줘', 'create a presen

Create Vega and Vega-Lite visualizations with ES|QL data sources in Kibana. Use when building custom charts, dashboards, or programmatic panel layouts beyond standard Lens charts.

Explore and write findings. Triggers: "research", "explore and write findings.", "research skill".

擅长高质量文献检索与分析的学术研究助手

Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md. Wraps the gstack-gbrain-sync orchestrator with state (gstack)

Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity plan

DataWorks Operations Center assistant for task and workflow operations, alert rule creation and management. Covers troubleshooting, failure recovery, baseline assurance, monitoring and alerting. Suppo

奶油蓝图架构 deck — 奶油纸

GitHub 暗紫渐变 deck — GitHub-dark

Publish a generated CLI to the printing-press-library repo

暗终端 honest-review deck —

Run a retrospective after generating a CLI. Identifies systemic improvements to the Printing Press — templates, Go binary, skill instructions, catalog — so the next CLI comes out better. Creates a Git

暗底知识图谱 deck —

Automate podcast production workflows including recording, editing, publishing, and distribution

Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones

Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.

柔和马卡龙慢生活 deck — 奶油

Send messages, images, and marketing content to Telegram channels and groups via Bot API. Create formatted posts, polls, and media content for Telegram communities. Trigger phrases: "post to telegram"

Guides authoring of high-quality YARA-X detection rules for malware identification. Use when writing, reviewing, or optimizing YARA rules. Covers naming conventions, string selection, performance opti

Comprehensive GitHub code review with AI-powered swarm coordination

Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and generates font+color preview...

Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in.

Visual design audit for iOS apps on real hardware. (gstack)

Post-ship documentation update. (gstack)

Restore working context saved earlier by /context-save. (gstack)

Systematically QA test a web application and fix bugs found. (gstack)

Design shotgun: generate multiple AI design variants, open a comparison board, collect structured feedback, and iterate. (gstack)

Read-only queue dashboard for workspace-aware ship. (gstack)

Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. (gstack)

Live developer experience audit. (gstack)

Configure deployment settings for /land-and-deploy.

Pair a remote AI agent with your browser. (gstack)

Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)

Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). (gstack)