AI Skills Directory

Select and validate pricing model for PRD v0.3 Commercial Model. Triggers on requests to set pricing, choose monetization model, design pricing tiers, validate willingness to pay, or when user asks…

Expert guidance for Apache Arrow, the cross-language columnar memory format for analytics workloads. Helps developers use Arrow for high-performance data interchange between systems, zero-copy reads,…

Verify Single Step Instrumentation (SSI) is working end-to-end on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use after enable-ssi has run.

Diagnose flat dialogue, same-voice characters, and lack of subtext. Use when conversations feel wooden, characters sound alike, or dialogue only does one thing at a time.

Suggest and validate semantic dictionary (SD) mappings for audit log integrations using raw vendor log payloads or live ingested events. Use when: mapping a vendor audit log feed, authentication logs,…

You are an expert in AG2 (formerly AutoGen), the open-source multi-agent conversation framework. You help developers build systems where multiple AI agents collaborate through structured conversations…

Comprehensive patterns for AI-powered audio generation including text-to-music, voice synthesis, text-to-speech, sound effects, and audio manipulation using MusicGen, Bark, ElevenLabs, and more. Use…

Analyze session errors and suggest improvements

Financial and statistics report listing and downloading from Google Play Console via GCS. Use when asked to view, list, or download financial earnings, sales, payouts, or app statistics (installs,…

Capture professional-quality remote interviews using double-ender technique and dedicated recording platforms for podcasts, media, and content production. Use when: Setting up remote podcast…

Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of…

Six-phase playbook for running ownership transitions in either direction — receiving work from another team (initiative handoffs from shepherds, frameworks from Platform, operational responsibilities…

Draft release notes from changes and PRs. Use when a mid-level developer needs a structured changelog.

A/B Test Setup workflow skill. Use this skill when the user needs Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness and the operator…

Run a sustained, multi-agent vulnerability-discovery campaign against a target — split its attack surface into slices, hunt each slice with a builder agent, and have a separate critic with fresh…

Run a reusable JavaScript supply-chain security baseline with pnpm-first hardening, release-age gating, lifecycle-script controls, exotic dependency checks, CI install checks, and optional incident…

AI-powered film creation assistant that transforms a single sentence or image into a complete 30-second film. Automatically generates screenplay with scenes, dialogue, and camera directions, then…

Lavarage Protocol — leveraged trading on Solana for any SPL token. Open long/short positions on crypto, memecoins, RWAs (stocks like OPENAI, SPACEX), commodities (gold), and hundreds of other tokens…

Writes behavior-focused tests using Testing Trophy model with real dependencies. Use when writing tests, choosing test types, or avoiding anti-patterns like testing mocks.

Develop hierarchical classification systems. Creates parent-child categorical structures for content organization.

코드 산출물을 4축(기능/품질/독창성/보안)으로 평가하고 점수 산출. Evaluator 에이전트를 스폰하여 독립 평가 실행. Triggers on: eval, 평가, 품질 점수, 코드 평가, quality score. NOT for: 코드 작성, 구현, 리뷰.

Apply Flowkit CSS naming system in Webflow. Use when creating classes, auditing existing naming, or building new components following Flowkit conventions. Flowkit is Webflow's official CSS framework…

Manage project learnings across sessions. Save, search, recall, digest, prune, and export learnings that compound over time. Use when user wants to record, recall, or share project knowledge.

Guide for implementing Google Gemini API audio capabilities - analyze audio with transcription, summarization, and understanding (up to 9.5 hours), plus generate speech with controllable TTS. Use when…

Monitor competitor product pages and alert when prices change.

Specifies interaction choices, action scope, reversibility, recovery, and reachable states. Use when asked to "design the flow", "should delete be undoable", "choose the control", or "review this…

Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python package (v1.16.0+). Covers retriever selection (VectorRetriever, HybridRetriever, VectorCypherRetriever,…

Background knowledge for droid-control workflows -- not invoked directly. Deliverable verification against commitments.

Add push notifications (FCM) to an Android v6 CometChat app — Firebase + Dashboard provider setup, the push dependency, token registration after login, token refresh, unregister on logout,…

Use this spell when you need a permanent, reliable portal between two environments — a CI/CD pipeline, a standing data sync, a repeatable deployment, or a migration path you will use more than once.

Flutter/Dart Coding Standards. Use when reviewing code style or formatting.

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating…

Local .NET Orleans documentation reference (latest). Use for virtual actor model, grains, silos, distributed systems, cluster management, persistence, streams, and timers in .NET.

Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.

CSO (Michael Dell)｜需要客户发现与资格审查、赢单策略、方案与投标叙事、销售管道分析或客户成功交接设计时调用。 不适用：合同条款与合规判断、定价与单位经济测算、大规模需求生成与品牌投放，或尚无合格商机就要承诺交付与收入。

Analyzes bug fix blast radius. Determines affected code, dependencies, callers/callees, and potential side effects of changes.

Interactive consulting case interview practice with structured frameworks, feedback mechanisms, and progressive difficulty. Use when preparing for management consulting interviews, case competitions,…

Orchestrates a full morning sweep of pending items (email, tasks, Slack, WhatsApp, X). Use when the user asks for a sweep, morning routine, inbox sweep, or all pending items.

Security-first auditing of AI-generated code — Level 1 quick checks during /toh-dev and /toh-test (hardcoded secrets, dangerous code execution, obvious injection vectors) and Level 2 full audits for…

Generate missing description frontmatter for Rspress Markdown/MDX pages, including new docs pages and site-wide SEO metadata updates.

KMPプロジェクト向けのCompose MultiplatformおよびJetpack Composeパターン — 状態管理、ナビゲーション、テーマ設定、パフォーマンス、プラットフォーム固有のUI。

Convex's UI design system. Use when building interfaces inspired by Convex's aesthetic - dark mode, Inter font, 4px grid.

Apply systematic root cause analysis and debugging methodologies to diagnose and fix bugs, test failures, and unexpected behavior. Use when encountering production issues, investigating test failures,…

Complete Shopify development reference for Liquid templating, theme development (OS 2.0), GraphQL Admin API, Storefront API, custom app development, Shopify Functions, Hydrogen, performance…

Design and build interactive playgrounds that let developers experience your product without commitment. This skill covers playground architecture, pre-populated examples, embedding strategies, gating…

Sub-skill: Implement MPP Payment Discovery. Publish OpenAPI with x-payment-info extensions so AI agents discover payable endpoints via Machine Payment Protocol (mpp.dev).

Designs session lifecycle for coding-agent runtimes. Use when implementing resume, transcript restoration, checkpoint rewind, cross-worktree recovery, or session-state persistence.

生成各种条形码格式，包括Code128、EAN、UPC等。

Define tileset creation, auto-tile rules, collision shapes, and tilemap configuration for 2D levels.

RSS 资讯聚合工具。从全球 92 个高质量技术博客采集 AI/科技资讯，支持关键词搜索、主题分类、时间范围过滤、来源筛选，输出 Markdown 和 HTML 双格式报告。

Use when motion needs to read clearly and powerfully—broad comedy, action highlights, important story beats, or any moment that must unmistakably communicate to the audience.