ing

Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not…

Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product.

Scaffold and deploy Cloudflare Workers with Hono routing, Vite plugin, and Static Assets. Describe project, scaffold structure, configure bindings, deploy. Use…

Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads,…

This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation.…

Connects Figma design components to code components using Code Connect. Use when user says "code connect", "connect this component to code", "connect Figma to…

Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x. Use when creating, querying, scanning, or performing CRUD operations on DynamoDB tables, working…

Provides unit test, integration test, and mock AI patterns for LangChain4j applications. Creates mock LLM responses, tests retrieval chains, validates RAG…

Odoo 19 development knowledge base with 18 specialized guides covering Actions (ir.actions.*, cron jobs, server actions), Controllers (HTTP routing, endpoints, auth types), Data files (XML/CSV records, shortcuts, noupdate), API Decorators (@api.depends, @api.constrains, @api.ondelete, @api.onchange, @api.model, @api.private), SQL Constraints (models.Constraint replacing _sql_constraints), Database Indexes (models.Index), Module development (manifest, wizards, reports), Field types (Char, Text, Monetary, relational fields), Manifest configuration (__manifest__.py, dependencies, asset bundles), Mixins (mail.thread, mail.activity.mixin, mail.alias.mixin, utm.mixin), ORM Model methods (search, CRUD, domain filters, recordsets, CamelCase model naming), Migration scripts (pre/post/end hooks, data migration), OWL frontend components (hooks, services, lifecycle), Performance optimization (N+1 prevention, batch ops, _read_group), QWeb Reports (PDF/HTML, paper formats, barcodes, t-out), Security/ACL (record rules, field permissions, privilege-based groups, @api.private), Testing (TransactionCase, HttpCase, mocking, query count assertions), Transactions (savepoints, UniqueViolation, serialization failures), Translations (i18n, PO files, translatable fields), XML Views (list/form/search, kanban card templates, xpath inheritance, QWeb templates). Use when writing, reviewing, or debugging any Odoo 19 Python or XML code, creating or modifying modules, fixing performance issues, or looking up Odoo 19 API patterns and best practices.

Transfer app data between platforms using AppMigrationKit. Use when implementing one-time data migration from Android or other platforms to iOS, managing…

Strategies for managing LLM context windows including

使用单位经济效益、客户质量和可扩展性评估获客渠道。用于决定是扩大规模、测试还是放弃某个增长渠道。

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

缺陷→规约协议。当发现缺陷或测试失败时，追溯原因，判断是否需要新增 §V 不变式来防止复发，并将其追加至 §B。这是 SDD 所做的、计划-执行模式所不具备的一项非显而易见的举措。在测试失败、缺陷报告、事后复盘或用户明确要求时触发。

在仓库根目录的 SPEC.md 中创建、修订或反向传播 bug。该项目规范的唯一修改者。当用户要求编写规范、创建新规范、从现有代码提炼规范、添加不变量、修订章节（§G、§C、§I、§V、§T、§B）或通过反向传播记录 bug 时触发。常见表述：“write the spec for...”、“new spec”、“bug: ...”、“amend §V.3”、“distill spec from code”、“spec this idea”。读取并遵循 FORMAT.md 中的原始人编码规则以及 §T 和 §B 的竖线表格形状。

添加环境变量以配置用户设置的指南。用于实现控制用户默认值的服务器端环境变量…

SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic

Provides AWS SDK for Java 2.x client configuration, credential resolution, HTTP client tuning, timeout, retry, and testing patterns. Use when creating or…

调试 AOTInductor (AOTI) 错误和崩溃。用于遇到 AOTI 段错误、设备不匹配错误、常量加载失败或运行时错误时…

Flutter cross-platform development guide covering widget patterns, Riverpod/Bloc state management, GoRouter navigation, performance optimization, and platform-specific implementations. Includes const optimization, responsive layouts, testing strategies, and DevTools profiling. Use when: building Flutter apps, implementing state management (Riverpod/Bloc), setting up GoRouter navigation, creating custom widgets, optimizing performance, writing widget tests, cross-platform development.