action-bias
"Am I *doing* or just *describing* that I should do?" - Counters documentation-over-action patterns. Triggers when: (1) about to say "should create", "need to fix", "I recommend" instead of acting, (2) end of w...
发现 数据与 AI 相关 Skills,比较来源仓库和用途,查看适合你工作流的技能说明。
"Am I *doing* or just *describing* that I should do?" - Counters documentation-over-action patterns. Triggers when: (1) about to say "should create", "need to fix", "I recommend" instead of acting, (2) end of w...
Investment intelligence with power structure awareness. Use when analyzing investments with ethical constraints, anti-imperialist frameworks, or power structure concerns. Triggers on: corporate complicity analy...
"How do I deliver maximum value with minimum cost?" - The capability of finding optimal paths to insight. Not restriction, but excellence at efficiency. Use when (1) spawning as opus-distillatus agent for focus...
以需求、设计、任务三阶段进行规格驱动开发,把模糊功能想法转化为可实现、可验证的规范与计划;适用于复杂功能、多组件集成、高风险项目、团队协作、AI 辅助开发与知识沉淀;不适用于简单 bug 修复、快速实验原型、紧急热修复...
Generates clear commit messages from git diffs. Use when writing commit messages or reviewing staged changes.
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWri...
Guide for implementing DDD Aggregate Roots with rich domain models, validation, domain events, and exhaustive tests. Use when creating or modifying aggregates.
Guide for using Assert class (webmozart/assert) for data validation and type enforcement. Use when adding validation to value objects or domain methods.
Guide for implementing CQRS use cases in the Application layer. Use when creating Commands, Queries, Handlers, and their tests.
Guide for implementing frontend features following the feature-first architecture. Use when creating new pages, lists, forms, or CRUD features.
Guide for implementing Domain Events following DDD principles. Use when adding events to aggregates or creating event listeners.
Guide for Doctrine entity/aggregate mapping conventions. Use when mapping entities, configuring relationships, or adding custom types.
Handles PR review comments and applies requested fixes. Use when the user says "I commented on the PR", "check the PR comments", or mentions PR feedback to address.
Guide for PHPStan best practices and fixing errors properly. Use when encountering PHPStan errors or understanding project-specific rules.
Guide for writing integration tests for API endpoints. Use when creating endpoint tests, testing validation, or asserting JSON responses.
Guide for exception handling patterns in the domain layer. Use when creating exceptions, handling errors in controllers, or testing exception scenarios.
Creates structured Git commit messages following Conventional Commits format. Use when the user asks to commit changes, create a commit, or mentions committing staged changes.
Guide for implementing repositories following Port & Adapters pattern. Use when creating, modifying, or adding methods to repository interfaces or implementations.
Guide for organizing imports using barrel exports in frontend features. Use when creating or refactoring feature modules.
Guide for implementing immutable Value Objects with base classes (StringValue, UuidValue) and Doctrine custom types. Use when creating identity objects or domain-specific values.
Guide for writing frontend tests including unit tests with Vitest, component tests, and visual/E2E tests with Playwright MCP. Use when creating tests for hooks, components, or pages.
Creates structured Linear issues following team conventions. Use when the user asks to create a ticket, issue, or task in Linear, or mentions tracking work, bugs, features, improvements, chores, or spikes.
Automatically builds and tests code changes. Use whenever code is modified, tests fail, before creating pull requests, or when verifying code quality.
Use this skill in the scenario of deep learning project development.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。