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Architecture primer index. Read this first before any structural work — it points you to the specific principle you need...
Every piece of mutable state has exactly one owner that writes it. Others read. Prevents "who set this?" and invisible c...
When to extract a module, what belongs together, what stays coupled. Prevents premature extraction and god modules alike...
Dependencies flow one direction. Shared state → domain logic → presentation. Never circular. Prevents import tangles and...
TS/React: Business logic lives in pure modules. Not in React hooks. Not in closures. Not in callbacks. Prevents untestab...
TS: When something has one instance, use a module-level ref. Not a factory. Not a class. Not a closure. Prevents over-en...
Claude Skills are a set of Markdown files that live in your .claude folder (or that you can upload in your Claude web/de...
Use when you need to create a new Maven-based Quarkus 3.x project using SDKMAN-managed Java and Quarkus CLI tooling. Thi...
Use when building or reviewing core Quarkus applications with CDI beans and scopes, SmallRye Config and profiles, lifecy...
Use when you need to design, review, or improve validation in Quarkus applications — including Bean Validation on JAX-RS...
Use when you need to add or review Flyway database migrations in a Quarkus application — quarkus-flyway extension, db/mi...
Use when you need Kafka messaging in Quarkus with SmallRye Reactive Messaging — including channel/topic design, serializ...
Use when you need Kafka messaging in Quarkus with SmallRye Reactive Messaging — including channel/topic design, build-ti...
Use when you need MongoDB persistence in Quarkus — including Panache Mongo entities/repositories, document design, index...
Use when you need to add or review Mongock MongoDB data migrations in a Quarkus application — including the Quarkiverse...
Use when you need to create a new Maven-based Micronaut 4.x project using SDKMAN-managed Java and Micronaut CLI tooling....
Use when building or reviewing Micronaut applications — Micronaut.run bootstrap, @Singleton/@Prototype, @Factory beans,...
Use when you need to design, review, or improve validation in Micronaut applications — including Bean Validation on @Con...
Use when you need Kafka messaging in Micronaut — including @KafkaClient and @KafkaListener design, topic/partition strat...
Use when you need Kafka messaging in Micronaut — including @KafkaClient and @KafkaListener design, @Serdeable serializat...
Use when you need MongoDB persistence in Micronaut — including @MongoRepository design, document modeling, indexes, quer...
Use when you need to add or review Mongock MongoDB data migrations in a Micronaut application — including Mongock runner...
Use when you need to implement acceptance tests from maintainer-sanitized Gherkin scenario facts for Micronaut applicati...
Final step in building instruction context for codebase
Use when you need framework-agnostic SQL guidance — schema naming, relational table design, query readability, indexes,...
Use when you need framework-agnostic Hexagonal architecture guidance for Java projects - ports and adapters boundaries,...
Walk through all worktrees and branches to identify which are stale, unmerged, or active.
Use when debugging 8051-compatible microcontrollers, 51 MCU firmware, STC download issues, Keil C51 projects, interrupts...
Apply John Ousterhout-inspired software design rules when reducing complexity, designing module boundaries, or reviewing...
查询A股实时行情、历史数据、技术指标、事件、资金面、热门行业/概念、板块热力图与个股行业信息。Use when 用户提到股票代码、板块、热门概念、热门行业、概念涨跌、行业涨跌、热力图、市场快讯、技术分析、财务指标、指数成分、交易日历、宏观数...
A股模拟盘交易与回测技能。Use when 用户要启动模拟仓服务、创建多账户、下限价单/市价单、撤单、查询持仓资金、验证涨跌停成交逻辑或运行A股回测。
A 股全市场高流动性池内按趋势回踩（trend_pullback）产出买入候选与持仓卖出信号；另有 realtime_quotes 批量拉取现价快照。供下单前决策；不跑回测、不自动下单。Use when 用户要选股、看实时报价、判断买卖信号...
A 股主板流动性池内按趋势回踩（trend_pullback）产出买入候选与持仓卖出信号；另有 realtime_quotes 批量拉取现价快照。供下单前决策；不跑回测、不自动下单。Use when 用户要选股、看实时报价、判断买卖信号或检...
VS-Enhanced Theoretical Framework Architect with Critique & Visualization Full VS 5-Phase process: Modal theory avoidanc...
Agent-to-Agent 轻量通信协议。仿 Google A2A 设计，但适配 Clawdbot/OpenClaw 生态。用于：(1) Agent 能力发现 (2) 跨 agent 任务协作 (3) 结构化的 agent 间消息交换。触...
Builds A2A protocol integration - auto-start hook, client library, router wiring
Generate A2UI 0.8 protocol compliant UI code. Use when building agent-driven interfaces, generating JSONL messages for s...
Use whenever the user wants a critical second-pass focused on cutting code — phrasings like "simplify this", "is this ov...
Write code like Ahmad Awais.
Design architecture and contract changes for AADS-ULoRA with explicit module boundaries, compatibility strategy, and tes...
Implement direct code changes in AADS-ULoRA with minimal blast radius, module-aware validation, and CI-aligned checks. U...
Aave V3 lending protocol on Base Sepolia testnet. Deposit WETH collateral, borrow USDC, repay loans, withdraw collateral...
A/B testing skill for player segmentation.
Build high-integrity experimentation frameworks within React applications.
Harmonia abandon - retire the active task workspace so resolution skips it. Use ONLY when explicitly invoked as /harmoni...
Convert per-case Abaqus FEA outputs into ML-ready (X, Y) wide-table CSVs. Pivots irregular FEA mesh node displacements o...
Use when the user asks Codex, Claude Code, ChatGPT-style coding agents, or another AI agent to automate, inspect, run, o...
Closed-loop inverse-design validation. Solve inverse problem on a Ridge surrogate (PGD / L-BFGS-B / multi-start / Nelder...