GitHub
documentation-criteria
Guides PRD, ADR, Design Doc, and Work Plan creation with templates and decision matrix.
☆ 171View skill
shinpr AI Skills
GitHub ↗Browse published AI skills maintained by shinpr. Compare skill descriptions and follow each source repository for setup instructions.
Author statistics
Indexed skills
49Repository stars across indexed skills
6,254Repository forks
818Average repository stars per indexed skill
128Repository stars may repeat across skills from the same repository.
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GitHub
implementation-approach
Selects implementation strategy (vertical slice, horizontal, or hybrid) with risk assessment. Use when planning feature implementation.
☆ 171View skill
GitHub
typescript-testing
Frontend testing rules with Vitest, React Testing Library, and MSW. Includes coverage requirements, test design principles, and quality criteria. Use when writing frontend tests or reviewing test quality.
☆ 129View skill
GitHub
documentation-criteria
Documentation creation criteria including PRD, ADR, Design Doc, and Work Plan requirements with templates. Use when creating or reviewing technical documents, or determining which documents are required.
☆ 129View skill
GitHub
typescript-rules
React/TypeScript frontend development rules including type safety, component design, state management, and error handling. Use when implementing React components, TypeScript code, or frontend features.
☆ 129View skill
GitHub
subagents-orchestration-guide
Guides subagent coordination through implementation workflows. Use when orchestrating multiple agents, managing workflow phases, or determining autonomous execution mode. Defines scale determination, document r...
☆ 129View skill
GitHub
testing-principles
Language-agnostic testing principles including TDD, test quality, coverage standards, and test design patterns. Use when writing tests, designing test strategies, or reviewing test quality.
☆ 129View skill
GitHub
ai-development-guide
Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow. Use when making technical decisions, detecting code smells, or performing quality assurance.
☆ 129View skill
GitHub
coding-principles
Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.
☆ 129View skill
GitHub
implementation-approach
Implementation strategy selection framework with meta-cognitive approach, verification levels, and integration point definitions. Use when planning implementation strategy, selecting development approach, or de...
☆ 129View skill
GitHub
frontend-ai-guide
Frontend-specific technical decision criteria, anti-patterns, debugging techniques, and quality check workflow. Use when making frontend technical decisions or performing quality assurance.
☆ 129View skill
GitHub
task-analyzer
Performs metacognitive task analysis and skill selection. Use when determining task complexity, selecting appropriate skills, or estimating work scale. Returns skills with confidence scores and metadata.
☆ 129View skill
GitHub
integration-e2e-testing
Integration and E2E test design principles, ROI calculation, test skeleton specification, and review criteria. Use when designing integration tests, E2E tests, or reviewing test quality.
☆ 129View skill
GitHub
mcp-local-rag
Provides score interpretation (< 0.3 good, > 0.5 skip), query optimization, and source naming for query_documents, ingest_file, ingest_data tools. Use this skill when working with RAG, searching documents, inge...
☆ 96View skill
GitHub
testing-strategy
Prioritizes tests based on ROI and critical user journeys. Use when: deciding test coverage, selecting test types, or budgeting effort.
☆ 34View skill
GitHub
testing
Applies TDD process, test quality criteria, and mock guidelines. Use when: writing unit tests, using mocks, or reviewing test quality.
☆ 34View skill
GitHub
documentation-criteria
Guides PRD, ADR, Design Doc, and Work Plan creation. Use when: planning features, writing specs, or creating technical documents.
☆ 34View skill
GitHub
coding-rules
Applies coding standards for clean, maintainable code. Use when: writing functions, handling errors, refactoring, or reviewing code style.
☆ 34View skill
GitHub
ai-development-guide
Detects code smells, anti-patterns, and debugging issues. Use when: fixing bugs, reviewing code quality, or refactoring.
☆ 34View skill
GitHub
integration-e2e-testing
Designs integration and E2E tests with mock boundaries. Use when: writing E2E tests, integration tests, or reviewing test quality.
☆ 34View skill
GitHub
metacognition
Validates approach and checks assumptions before/after tasks. Use when: starting work, encountering errors, or switching phases.
☆ 34View skill
GitHub
implementation-approach
Selects implementation strategy (vertical/horizontal/hybrid) with risk assessment. Use when: planning features or deciding development approach.
☆ 34View skill
GitHub
knowledge-base
Project-specific prompt optimization knowledge management. Use when storing or retrieving learned patterns from comparisons. Provides schema, extraction criteria, capacity management, and retention scoring.
☆ 7View skill
GitHub
prompt-optimization
Model-agnostic prompt analysis and optimization patterns based on 2025-2026 research. Use when analyzing prompts for issues or generating optimized versions. Provides 8 patterns (BP-001 through BP-008) and 3-st...
☆ 7View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.