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Claude Code can explore a codebase deeply. On non-trivial work, the harder problem is convergence.
@shinprEnglish | 简体中文 | Deutsch | Español | Português (Brasil) | Français Search private documents from an MCP client or the terminal without sending them to an embedding API. mcp-local-rag indexes PDF, DOCX, Markdown, and text files on your machine.
@shinprApplies language-agnostic and backend technical decision criteria, anti-pattern detection, debugging, and quality gates. Use when reviewing general/backend…
@shinprLanguage-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.
@shinprDetermines which of PRD, ADR, UI Spec, Design Doc, and Work Plan a change requires, and where each is stored. Use when deciding documentation scope, or when…
@shinprRecords where resources outside the repository live (design source, design system, API schema, IaC source, secret store) and how design, implementation, and…
@shinprApplies React/TypeScript-specific technical decision criteria, anti-pattern detection, debugging, and frontend quality gates. Use when reviewing components,…
@shinprImplementation strategy selection framework. Use when planning implementation strategy, selecting development approach, or defining verification criteria.
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