发现 Skills

Use this skill when the user needs help with ls CLI commands, flags, and troubleshooting.

Force critical evaluation of proposals, requirements, or decisions by analyzing from multiple adversarial perspectives. Triggers on: accepting a proposal without pushback, 'sounds good', 'let's go with', design decisions with unstated tradeoffs, unchallenged assumptions, premature consensus. Invoke with /challenge-that.

Use this skill when the user asks about "obsidian custom view", "obsidian ItemView", "obsidian modal", "obsidian Notice", "obsidian ribbon icon", "obsidian status bar", "obsidian sidebar panel", "obsidian WorkspaceLeaf", "obsidian FuzzySuggestModal", "obsidian SuggestModal", "obsidian UI components", or needs help building user interface elements in an Obsidian plugin.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

NestJS conventions for dynamic modules, custom exceptions, Mongoose data access, and feature-module structure. Use when writing or refactoring NestJS code to match this style.

Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, and formulation patterns. What LP, MILP, and QP are, required formulation questions, modeling elements, common patterns, and how to parse problem statements (parameters, constraints, decisions, objective). Domain concepts; no API or interface.

Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as DeepEP and HybridEP.

Representative MoE training playbooks by hardware platform and model family. Summarizes rounded throughput bands, parallelism patterns, and common tuning stacks.

Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper. Covers the Three Walls framework, parallel folding, recompute strategy, dispatcher choice, and CUDA-graph bring-up.

Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal. Indexes library recipes (pretrain/SFT/PEFT) and performance recipes. Use when the user says "recipe", "recommend recipe", "start recipe", "which recipe", "run training", "how to train <model>", or asks for a starting config.

Coordinates skills, frameworks, and workflows throughout the project lifecycle using pattern-based sequencing, goal decomposition, phase-gate validation, and multi-agent orchestration. Use when starting multi-phase projects, sequencing frameworks, decomposing goals into capability plans, validating phase-gate readiness, coordinating subagents, or designing MCP-based tool orchestration.

This skill should be used when the user is setting up a new cloud project, designing account or project structure, creating environment isolation, configuring organization units or management groups, implementing landing zones, or deciding how to separate dev and prod workloads. Covers multi-account strategy, blast radius isolation, landing zone setup, and organizational governance.

Replace arbitrary timeouts with condition polling for reliable async tests

Each routine does one thing and does it well - extract when routines have multiple responsibilities

AI Deal Flow Agent for Internet Capital Markets — scouts Moltbook for promising projects, analyzes their tokenization potential, and launches tokens via SURGE.

Describes Form and Actions implementations.

Standard patterns for using Better Auth in Next.js 16+ App Router projects, including server and client integration, JWT plugin usage, and attaching tokens to backend API calls in a reusable way.

Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation.

Master Bats (Bash Automated Testing System) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or when you require test-driven development for shell utilities.

Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.

Apple Human Interface Guidelines for content display components.

WooCommerce store development workflow covering store setup, payment integration, shipping configuration, and customization.

Value stock screening. Screening without a ticker list using EquityQuery. Search for undervalued stocks across 60 regions—Japan, the US, ASEAN, Hong Kong, South Korea, Taiwan, etc.—using metrics such as P/E (PER), P/B (PBR), dividend yield, and ROE.

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