Build professional project documentation with MkDocs and Material theme. Covers site configuration, navigation, plugins, search optimization, versioning with mike, and deployment to GitHub Pages.

Expert-level machine learning, deep learning, model training, and MLOps

Explain ML model predictions using SHAP values, feature importance, and decision paths with visualizations.

Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines

Docker, Kubernetes, CI/CD, model monitoring, and cloud platforms. Use for deploying ML models to production, setting up pipelines, or infrastructure.

Follow these patterns when implementing MLOps features in OptAIC. Use for ML model definitions (5-component structure), model instances, training/inference pipelines, model registry, and monitoring. Covers signal models, macro regime models, relevance models, and signal combining/filtering models.

MLOps engineering covering ML pipeline design, model versioning, experiment tracking, deployment strategies, drift detection, and monitoring for production ML systems with tools like MLflow, Kubeflow, and model registries

Guide for using the Eventide H90 Harmonizer device library in MMD files. Use when the user mentions Eventide H90, H90 effects processor, H90 reverb/delay/modulation, or needs help with H90 program changes, HotSwitches, bypass control, expression automation, or firmware workarounds.

Guide for using the Line 6 Helix Floor/LT/Rack device library in MMD files. Use when the user mentions Helix, Line 6 Helix guitar processor, Helix Floor, Helix LT, Helix Rack, or needs help with setlist/preset loading, 8-snapshot control, expression automation, footswitch control, or looper functionality.

Guide for using the Line 6 PowerCab Plus device library in MMD files. Use when the user mentions PowerCab, PowerCab Plus, Line 6 PowerCab, FRFR speaker, or needs help with speaker modeling, microphone simulation, IR loading, mode switching, or HF driver control for the PowerCab.

Guide for using the Neural DSP Quad Cortex device library in MMD files. Use when the user mentions Quad Cortex, QC, Neural DSP guitar processor, or needs help with preset loading, scene switching, expression control, or stomp automation for the Quad Cortex.

Enterprise interactive survey orchestrator with AskUserQuestion tool integration, multi-select support, conditional branching, error recovery, and production-grade decision automation across all Alfred workflows; activates for requirement clarification, architectural decisions, risky operations, feature selection, and complex multi-step user interactions

Guide Alfred sub-agents to actively invoke AskUserQuestion for ambiguous decisions.

Enterprise GitHub issue labeling orchestrator with semantic label taxonomy, AI-powered auto-labeling, label hierarchy system, workflow automation, issue triage acceleration, and stakeholder communication; activates for issue classification, label management, workflow automation, priority assignment, and team communication

Adaptive communication patterns and role selection based on user expertise level and request type (Consolidated from moai-alfred-persona-roles)

Claude Code Agents system, task delegation patterns, and multi-agent

Claude Code Markdown integration, documentation generation, and structured content patterns. Use when generating documentation, managing markdown content, or creating structured reports.

Claude Code Commands system, workflow orchestration, and command-line interface patterns. Use when creating custom commands, managing workflows, or implementing CLI interfaces.

Stimulus JS framework for Symfony UX. Use when building client-side interactivity with data attributes, creating controllers for DOM manipulation, handling user events, managing component state, or integrating with Symfony's StimulusBundle and AssetMapper. Triggers - stimulus controller, data-controller, data-action, data-target, frontend interactivity, JavaScript behavior, Symfony UX frontend, toggle, dropdown, modal JS, tabs JS, clipboard, chart controller, datepicker, autocomplete JS, lazy controller, stimulusFetch, outlets, keyboard shortcut, global event listener. Also trigger when the user wants to add JavaScript behavior to server-rendered HTML, wrap a third-party JS library, or build client-only interactions that don't need a server round-trip.

Extracts and archives content from Xiaohongshu posts with a "Triple-Level Archive" strategy.

This skill enables estimation in the domain of logic (mathematics). It represents advanced-level expertise and is designed for production use in research, industry, and educational contexts.

Chrome browser control: open pages, take ref snapshots, click, type, screenshot. Requires cli-jaw server running.

Guidance for `effect/Tuple` focused on APIs like get, map, and make. Load after `effect-skill-router` when this module is the primary owner.

Guidance for `effect/Request` focused on APIs like of, fail, and succeed. Load after `effect-skill-router` when this module is the primary owner.

Guidance for `effect/Boolean` focused on APIs like isBoolean, or, and and. Load after `effect-skill-router` when this module is the primary owner.

Loaded from ECC plugin. Invoke via /skill coding-standards.

Guidance for `effect/Optic` focused on APIs like getAll, failure, and makeIso. Load after `effect-skill-router` when this module is the primary owner.

Guidance for `effect/Context` focused on APIs like get, make, and empty. Load after `effect-skill-router` when this module is the primary owner.

INVOKE THIS SKILL when setting up a new project or when asked about package versions, installation, or dependency management for LangChain, LangGraph, LangSmith, or Deep Agents. Covers required packages, minimum versions, environment requirements, versioning best practices, and common community tool packages for both Python and TypeScript.

INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph. Covers interrupt(), Command(resume=...), approval/validation workflows, and the 4-tier error handling strategy.

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`pdf-processor`

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Use "uv run <script>" for python scripts.

Classify financial PDFs by extracting company identity, document type, and date metadata. Validates ticker via Yahoo Finance with multi-step fallback. Uses a Python orchestration script for validation, file modification, and writing markdown.

Execute a single deterministic Python script to compute all derived financial metrics (EBITA, Invested Capital, Tax Rates, Summary Table) from extracted financial data.

Extract balance sheet, income statement, shares outstanding, organic growth, and GAAP reconciliation data from financial PDFs. Standardize via Tiger-Transformer and append structured output to the document markdown.

Dispatcher skill. Your job (as the main thread) is to **mentor** the `domain-playwright-lead` subagent while it builds a production-grade Python Playwright script by driving MCP browser tools one veri

Open the evo-agent-team dashboard in your default web browser. Detects the OS and uses the appropriate open command.

搜索影视资源（电影、电视剧、动漫），从夸克网盘、百度网盘、阿里云盘、UC网盘获取资源链接。触发词：找电影、找剧、影视资源、下载链接、网盘资源、找片、电影下载、夸克资源。

Select the desired set of skill maps to plot by editing the list below.

B站关注 UP 主 AI 辅助分类与分组同步。触发词：B站关注、UP主分类、bilibili关注整理、关注列表分组

**Version:** 1.2

- Core code: `fim_rlvr_lean4/` (Lean verifier, curriculum logic, masking utilities).

Yosoi is an AI-powered tool that discovers resilient selectors for web scraping. The core philosophy is "Discover once, scrape forever." We use LLMs to analyze HTML structure and find selectors that a

Read [../AGENTS.md](../AGENTS.md) first.

* Investigate existing agents to extract conventions before creating new ones

**ZOE Solar Accounting OCR** - AI-powered document processing with designOS design system