Keeps a multi-step change on track: agrees the outcome and exclusions before design, checks designs against the repository, verifies each task before commit, and independently reviews larger implementations for unnecessary changes or serious problems.
@shinprSearches, saves, and maintains a local document index through a local RAG MCP server, so private documents stay on your machine with offline embeddings instead of being sent to an embedding API.
@shinprGenerate and edit images from Codex, Cursor, Claude Code, or any MCP client. mcp-image adds visual direction to your request before sending it to Gemini, OpenAI, or BytePlus Seedream.
@shinprMeasure prompt and skill improvements with blind A/B comparison.
@shinprApplies technical decision criteria, anti-pattern detection, debugging, and quality gates for backend and frontend code. Use when…
@shinprLanguage-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring…
@shinprDetermines which of PRD, ADR, UI Spec, Design Doc, and Work Plan a change requires, and where each is stored. Use when deciding…
@shinprRecords where resources outside the repository live (design source, design system, API schema, IaC source, secret store) and how…
@shinprOptimizes image generation prompts using Subject-Context-Style structure. Use this skill when generating images, creating…
@shinprImplementation strategy selection framework. Use when planning implementation strategy, selecting development approach, or…
@shinprDefines integration/E2E skeleton annotations, lane and file contracts, and route-parity review criteria. Use when generating or…
@shinprRetrieves and updates project-specific prompt knowledge from comparison evidence and user feedback. Use only for prompt analysis…
@shinprClarifies inputs, outputs, success criteria, decisions, and unresolved conditions so downstream consumers can execute without…
@shinprSearches, saves, and maintains a local document index through a local RAG MCP server. Use when user says "search my docs", "save…
@shinprImproves LLM-facing context while preserving intent, execution boundaries, and proportional work. Use when creating or reviewing…
@shinprAdd integration/E2E tests to existing codebase using Design Docs
@shinprGenerates integration/E2E test skeletons from Design Doc ACs using required proof boundaries and existing coverage. Use when…
@shinprReviews completed implementation for material code correctness, unnecessary mechanisms and tests, governing-source compliance,…
@shinprVerifies repository-backed claims and implementation feasibility in PRDs, Design Docs, or Work Plans. Use before document review,…
@shinprCollects compact repository evidence for scope confirmation, technical option selection, complete design, and verification. Use…
@shinprDetects conflicts across multiple Design Docs and provides structured reports. Use when multiple Design Docs exist, or when…
@shinprReviews one document or one ADR batch against governing requirements, repository evidence, and the needs of its next consumer.…
@shinprReviews changed integration and E2E tests against skeletons, proof obligations, or explicit prompt claims. Use after test…
@shinprComprehensively collects problem-related information and creates evidence matrix. Use PROACTIVELY when bug/error/issue/defect/not…
@shinprCreates PRD and structures business requirements. Use when new feature/project starts, or when "PRD/requirements definition/user…
@shinprSpecialized agent for verifying software projects and fixing quality failures within the current task scope. Use proactively…
@shinprSpecialized agent for verifying React projects and fixing frontend quality failures within the current task scope. Use…
@shinprCollects compact repository scope and cost evidence for requirement confirmation while the user retains product requirements and…
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