Create a plan to modularize the AI include chain.

需求澄清与拆解，识别干系人并将需求条目标注所属对象与业务实体；仅产出结构化需求描述，不做建模定义，可作为后续建模输入

Apply DRY principle to eliminate code duplication in TypeScript projects with comprehensive refactoring patterns

Rebalance resource clustering and wildlife spawns.

Portfolio management with OpenAlgo - funds, positions, holdings, order book, trade book, margin calculator, and account management

Renders notification bell icon with unread count badge, pulse animations for new notifications, and dropdown panel (320px × max 400px) displaying notification items with purple theme for VERY IMPORTANT tasks. Includes mark-as-read interaction and empty state handling.

Designs, implements, and deploys Microsoft 365 Copilot agents using TypeSpec and ATK CLI. Provides architectural guidance, capability configuration, security patterns, and lifecycle management. Use when developing M365 Copilot agents, working with TypeSpec, or managing agent deployments. For creating new projects, use the m365-agent-scaffolder skill.

Plan and write WrongoDB devlog posts in this repo. Use when asked to plan, outline, draft, or revise posts under blog/, generate blog images, or follow the series structure for WrongoDB. This skill embeds the canonical planning and writing prompts and uses blog/generate_image.py for image generation (including structured diagrams via --structured flag).

Manage Apple Search Ads campaigns, ad groups, keywords, and reports via the asa-cli tool. Use when the user asks about Apple Search Ads management, campaign operations, keyword bidding, ASA reports, or ad performance.

Create, modify, and manage MCP tools for the Naki mahjong AI assistant. Use when adding new MCP tools, modifying existing tools, or fixing tool-related issues. This skill understands the Protocol-based MCPTool architecture.

Market data retrieval with OpenAlgo - real-time quotes, historical OHLCV, market depth, option chains, WebSocket streaming, and symbol search

Use when working with MCU/microcontroller similarity calculations - comparing microcontroller MPNs, understanding family/series/feature matching, or MCU-specific similarity logic.

Core trading operations with OpenAlgo - place orders, smart orders, basket orders, split orders, and order management across 25+ Indian brokers

Options trading with OpenAlgo - single leg orders, multi-leg strategies (Iron Condor, Straddle, Strangle, Spreads), options chain analysis, and Greeks calculation

Guides implementation of agent memory systems, compares production frameworks (Mem0, Zep/Graphiti, Letta, LangMem, Cognee), and designs persistence architectures for cross-session knowledge retention. Use when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph for agents", "track entities over time", "add long-term memory", "choose a memory framework", or mentions temporal knowledge graphs, vector stores, entity memory, adaptive memory, dynamic memory or memory benchmarks (LoCoMo, LongMemEval).

Sullins Connector Solutions MPN encoding patterns, series decoding, and handler guidance. Use when working with Sullins connectors or SullinsHandler.

Review branch changes vs main using a merge-base diff and return prioritized findings, risks, and cleanup opportunities. Use when asked to review changes against main/origin/main.

Generate a PR title and description from the branch diff vs main. Use when asked for a PR summary or PR description.

comming soon...

Generates clear, conventional commit messages from git diffs. Use when writing commit messages or reviewing staged changes.