structured autonomy plan
Structured Autonomy Planning Prompt
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Structured Autonomy Planning Prompt
Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and componentWillUpdate - tar
Rewrite Enzyme tests as React Testing Library behavior tests for a React 18 upgrade, with query priorities, provider wrapping and API mapping references.
Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.
Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming lang
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero
Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.
Scaffold ui or features components under src/components with TypeScript, SCSS and Storybook files following the Container/Presentation pattern.
Write and review behavior-first unit tests for Vue 3, TypeScript, Vitest and Pinia, using createTestingPinia and Vue Test Utils patterns.
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
Draft multi-stage Dockerfiles that separate build-time work from runtime artifacts and organize layers, base images and runtime permissions.
PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, sc