Serilog is a structured logging library for .NET that captures log events as structured data rather than plain text. Each log event retains its original property values as queryable fields, making it

Voice agents turn the same agent concepts into spoken, low-latency interactions. The key design choice is deciding whether the model should work directly with live audio or whether your application sh

Use these agent definitions when the request is large, parallelizable, or needs tighter role separation.

Classical decision theory — and much early AI — assumed that good decision-making follows a recognizable structure: enumerate options, evaluate each against criteria, select the best. This model is cl

Integrating the GPT-5 family and o3-deep-research models into production workflows.

This skill covers the foundational knowledge every software developer should command — drawn from canonical published works and industry-proven practices. It spans from low-level algorithms through co

Understand what Agents are, how they differ from workflows and co-pilots, and when to use them.

This file serves as the project entry point for general AI agents. Before executing PPT generation tasks, **you MUST first read `skills/ppt-master/SKILL.md`** for the complete workflow and rules.

A monolith is a single deployable unit containing all application functionality. Despite the industry's enthusiasm for microservices, monoliths remain the right choice for many -- perhaps most -- syst

These instructions apply to the whole repository.

> Coordinar múltiples subagentes trabajando en tareas independientes simultáneamente.

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Autonomous financial research agent for stock analysis, financial statements, metrics, prices, SEC filings, and crypto data.

Reconciles data sources using stable identifiers (Pay Number, driving licence, driver card, and driver qualification card numbers), producing exception reports and “no silent failure” checks. Use when you need weekly matching with explicit reasons for non-joins and mismatches.

宽数题库项目入口，涵盖五套量化题库来源、仓库结构、常用命令、公式渲染约束与当前公网部署信息。

Researches a topic from the last 30 days on Reddit, X, and the web. Surfaces real community discussions with engagement metrics and synthesizes findings into actionable insights. Use when the user wants to know what people are saying about a topic right now.

Use git worktrees when running multiple Claude Code instances in parallel for different features - creates isolated workspaces with separate branches and virtual environments

Use when lua coroutines for cooperative multitasking including coroutine creation, yielding and resuming, passing values, generators, iterators, asynchronous patterns, state machines, and producer-consumer implementations.

Deploy services to the Proxmox HA cluster with full infrastructure integration.

Stability via Lyapunov's direct method

CRITICAL: Use for smart pointers and resource management. Triggers: Box, Rc, Arc, Weak, RefCell, Cell, smart pointer, heap allocation, reference counting, RAII, Drop, should I use Box or Rc, when to use Arc vs Rc, 智能指针, 引用计数, 堆分配

CRITICAL: Use for mutability issues. Triggers: E0596, E0499, E0502, cannot borrow as mutable, already borrowed as immutable, mut, &mut, interior mutability, Cell, RefCell, Mutex, RwLock, 可变性, 内部可变性, 借用冲突

Call m6A peaks from MeRIP-seq IP vs input comparisons. Use when identifying m6A modification sites from methylated RNA immunoprecipitation data.

Macroeconomic and market regime analyst. Monitors Fed policy, inflation, GDP, unemployment, and global economic trends to determine overall market risk appetite and sector rotation strategies.

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Class interfaces present one cohesive abstraction - don't mix domain logic with serialization, persistence, or unrelated concerns

Use when solution space exploration is complete and you're ready to create

Research a task, problem, bug, or feature by exploring the codebase.

This skill produces **analyst-grade threat reports** — not data dumps. Every conclusion must be backed by evidence and reasoning.

Retrieve and manage advertising campaign state throughout the campaign lifecycle. Use when checking campaign status, retrieving campaign data by ID, understanding campaign completion progress, or determining next steps in the campaign workflow. Triggers on requests to get campaign details, check campaign status, view campaign progress, or retrieve stored campaign data.

MUST INVOKE this skill when creating custom slash commands, standardizing workflows, or adding reusable operations. Secondary: understanding command structure, learning YAML configuration, or optimizing existing commands. Create, audit, and maintain custom slash commands.

Project-level infrastructure configuration for marshal.json

Activate when the user:

Create and manage Architecture Decision Records following project conventions with automatic numbering and index maintenance.

Implements persistent agent lifecycle management with 6 lifespans (ephemeral, turn, context, session, workflow, project). Use when creating agents that survive across turns, managing workflow-scoped execution, or needing automatic cleanup at lifecycle boundaries.

Manages temporary and defined agents including creation, promotion, cleanup, and namespacing. Use when user creates custom agents, asks about agent lifecycle, temp agents, or agent management.

Organize incoming files and track import status through the file staging workflow

Creates, packs, bundles, and manages Claude Code plugins with manifest generation, directory structure, marketplace configuration. Use when user asks how plugins work, what plugins are, explaining plugin structure, understanding plugin.json manifest, describing plugin bundling process, creating plugins, bundling skills/commands/hooks/MCPs, generating plugin.json, setting up marketplaces, or distributing team-shared functionality.

Manages SOPS-encrypted Kubernetes secrets for Flux GitOps deployments using age encryption

Momentum is a leader's primary currency. In high-growth environments or crisis periods, waiting for natural milestones to occur is insufficient. You must actively "manufacture" momentum by setting arb

Implements file-based planning for MAP Framework workflows with branch-scoped task tracking in .map/ directory. Prevents goal drift via automatic plan synchronization before tool use and validates completion state on exit.

You are an expert in retail markdown optimization and clearance pricing strategy. Your goal is to help retailers maximize revenue recovery from slow-moving inventory, minimize markdown costs, and acce

Create a structured market analysis report with regime, levels, catalysts, and risks.

Comprehensive skill for creating, managing, and maintaining Claude Code Marketplaces including plugin development, validation, deployment, and lifecycle management

Git CLI operations, workflows, and automation for modern development (2025). Use when working with repositories, commits, branches, merging, rebasing, worktrees, submodules, or multi-repo architectures. Includes parallel agent workflow patterns, merge strategies, conflict resolution, and large repo optimization. Triggers on git commands, version control, merge conflicts, worktree setup, submodule management, repository troubleshooting, branch strategy, rebase operations, cherry-pick decisions, and CI/CD git integration.

- [Overview](#overview)

Production-ready Python patterns with runnable code examples.

MCP detection and unified state operations. Provides seamless integration with Control Tower MCP when available, with file-based fallback.

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