Charlie Munger's mental models and decision frameworks. Load with expert-engine for investment, business decisions, and avoiding mistakes.
Naval Ravikant's frameworks for wealth, happiness, and life decisions. Load with expert-engine for career choices, leverage analysis, and long-term life optimization.
Build a mass movement around your expertise using Russell Brunson's proven framework—position yourself as the charismatic leader, offer a new opportunity, and create a…
Methodology for exploratory data analysis on scientific files. Decision frameworks by data type (tabular, sequence, image, spectral, structural, omics), quality assessment, report…
Expo Framework-specific guidelines. Includes best practices for Views, Blueprints, and Extensions.
Expert in legal entitlement to compensation components including market value framework (valuation date, highest and best use, special purchaser exclusion), disturbance damages…
Verify external libraries, APIs, and frameworks against current documentation before writing code. Use when about to implement features using external dependencies, when writing…
EU-US Data Privacy Framework (DPF) seit 10.7.2023 als Angemessenheitsbeschluss (EU) 2023/1795 nach Schrems II Aufhebung.
Fastify framework patterns including routing, plugins, and decorators. Use when building Fastify APIs.
Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Imp — from…
Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Imp — from…
Find UI components from screenshots, route paths, or component names. Use when a designer asks "where does this live?", shares a screenshot and wants to find the code, needs to…
Use when legacy prompts or older framework flows reference `finops-manager` and you need the modern runtime to resolve that capability cleanly.
Fetch web content, take screenshots, extract structured data, search the web, and crawl documentation sites.
Use when fixing template issues in create-faster - indentation, spacing, typos, or formatting problems in .hbs files
Document findings and maintain task notes using Flow framework. Use when user says "document", "document this", "document finding", "add notes", "add this to notes", "write this…
Create and manage data pipelines using the FlowerPower framework with Hamilton DAGs and uv. Use when users request creating flowerpower projects, pipelines, Hamilton dataflows, or…
CUDA and GPU development with Flox. Use for NVIDIA CUDA setup, GPU computing, deep learning frameworks, cuDNN, and cross-platform GPU/CPU development.
Master FluentValidation patterns for ABP Framework including async validators, repository checks, conditional rules, localized messages, and custom validators.
Upgrading an existing app or website to premium quality without breaking it. Audit first, identify the AI smell (indigo gradient, card-in-card, cramped spacing), surgical edits…
Framework-free form validation using HTML5 Constraint Validation API enhanced with Zod for complex rules. Use when building forms without React/Vue or for progressive enhancement.
Apple Foundation Models framework for on-device AI, @Generable macro, guided generation, tool calling, and streaming.
中文优先：用于基础模型on设备相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and…
Apply First Principles Framework (FPF) reasoning — principled problem design, variant generation, and evidence-based decisions.
First Principles Framework (FPF) — thinking amplifier. Use when user wants to think through a complex problem, architect a system, evaluate alternatives, decompose complexity,…
Expert on Aptos Framework (0x1 standard library) - account, coin, fungible_asset, object, timestamp, table, event, vector, string, option, error, and other core modules.
Expert on SpecWeave framework structure, rules, and spec-driven development conventions. Use when learning SpecWeave best practices, understanding increment lifecycle, or…
Skill thiết kế và scaffold automation framework hoàn chỉnh cho Playwright, Selenium, và Appium — bao gồm project structure, base classes, config management, reporting, và CI/CD…
Check codebase compatibility with target framework versions and generate migration paths
Detects Solidity development framework (Foundry, Hardhat, or Hybrid) and adapts workflows accordingly.
Use when moving app-specific code into the waaseyaa framework — triggered by audit findings, pattern duplication across apps, or recognition that a capability belongs at the…
Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate.
Startup protocol executed once at session start. Detects system instruction impulses, caches framework observations from memory graph, establishes temporal awareness, and…
You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms.
Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business…
Meta-skill that coordinates all frameworks and skills throughout the project lifecycle, providing intelligent sequencing based on project patterns
Detect framework and tooling issues then suggest creating REPAIR- tasks to address them systematically - ANALYSIS-ONLY skill that identifies problems and proposes structured fixes
Choose the right agentic framework — LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI, Pydantic AI, AutoGen/AG2, LlamaIndex Workflows, Semantic Kernel, Mastra, DSPy,…
Tutor that produces working primers on GRC frameworks and roles. Adapts depth to the learner's background.
Approved frameworks and libraries for this codebase. Apply when selecting libraries, checking if a framework is approved, or fetching documentation for approved tools.
Build accessible, responsive, and performant frontend components with design system best practices, modern CSS, and framework-agnostic patterns.
Motion specialist — the 4-question Animation Decision Framework, easing curves, durations, springs, reduced-motion. Output in | Before | After | Why | markdown table.
Use when designing, querying, or troubleshooting the Financial Services Cloud data model — including managed-package (FinServ__ namespace) and Core FSC (standard objects, no…
Uses 1M context window to ingest an entire codebase and output a file-by-file migration plan. Supports JS to TS, React class to hooks, framework migrations, and more.
Best practices for integrating game development frameworks and engines into projects
Sets up and extends Express REST API and MCP Server Framework projects from GitHub. Use when building a new backend, adding endpoints, CRUD services, models, routes, or MCP tools.
调用项目配置的文本模型生成 JSON 剧本（同时产出每个分镜的 image_prompt 与 video_prompt）。由 create-episode-script subagent 调用。读取 step1 中间文件和 project.json，输出符合 Pydantic schema 的剧本。
Diagnose genre problems and generate genre-specific elements. Use when genre promise is unclear, when elements feel misplaced, when secondary genres compete with primary, or when…
Use when user wants to create a GitHub issue for the current repository. Must read and follow the repository's issue template format.
Create or update GitHub pull requests using the repository-required workflow and template compliance.
Create a pull request properly linked to a GitHub issue using gh pr create --issue. Use when creating a PR that implements or addresses a specific issue.
Configure and operate NPSP Gift Entry: gift entry templates, batch gift entry, payment processing, donation allocation, and receipting workflows.
Review Go code using Gin framework for routing patterns, middleware usage, request/response handling, and error conventions.
Develop HTTP APIs, middleware, error codes, and i18n strings using the ginx framework conventions. Use when creating or modifying APIs in apis/, defining error codes, adding i18n…
GIST planning workflow. Structure goals into ideas, steps, and tasks using Gilad's evidence-guided framework.
Admin-role delivery skill for framework/docs repos. Executes the full engineer delivery flow (simplify → quality → behavioral verify → review → rebase → commit → PR) without JIRA…
Create GitHub pull requests from a local branch using a reviewable workflow for branch checks, diff analysis, PR title/body writing, and gh CLI creation.
Run LLM inference inside GitHub Actions workflows using GitHub Models — automate issue triage, PR summaries, release notes, and AI-powered code review.
**Go Code Review**: Reviews Go code for idiomatic patterns, error handling, concurrency safety, and performance.
Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF).