GitHub user
Agent skills by shinpr
- skills
- 74
- repositories
- 4
Repositories by shinpr
- ai-coding-project-boilerplateAgentic coding TypeScript boilerplate for Claude Code: sub-agent workflows with built-in quality checks and context engineering.232 stars · 42 skills
- claude-code-workflowsDevelopment workflows for Claude Code that keep broad exploration focused on the outcome you approved.690 stars · 30 skills
- mcp-imageMCP server for AI image generation and editing with automatic prompt optimization and quality presets. Supports Nano Banana (Gemini), OpenAI GPT Image, and BytePlus Seedream.171 stars · 1 skill
- mcp-local-ragLocal-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.407 stars · 1 skill
Skills by shinpr, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Searches, saves, and maintains a local document index through a local RAG MCP server. | shinpr/ | 407 | — | ~4.4k | Automated safety check: Pass | MIT | today |
| 2 | Integration and E2E test design principles, ROI calculation, test skeleton specification, and review criteria. | shinpr/ | 690 | — | ~3.5k | Automated safety check: Pass | MIT | 6 days ago |
| 3 | Optimizes image generation prompts using Subject-Context-Style structure. | shinpr/ | 171 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 4 | Applies language-agnostic and backend technical decision criteria, anti-pattern detection, debugging, and quality gates. | shinpr/ | 690 | — | ~3.9k | Automated safety check: Pass | MIT | 6 days ago |
| 5 | Selects and designs the smallest integration/E2E test set that proves accepted behavior at an observable boundary. | shinpr/ | 232 | — | ~2.8k | Automated safety check: Pass | MIT | 3 days ago |
| 6 | Applies React/TypeScript-specific technical decision criteria, anti-pattern detection, debugging, and frontend quality gates. | shinpr/ | 690 | — | ~3k | Automated safety check: Pass | MIT | 6 days ago |
| 7 | Evaluates and optimizes skill file quality using 9 content patterns and 10 editing principles. | shinpr/ | 232 | — | ~3.5k | Automated safety check: Pass | MIT | 3 days ago |
| 8 | Implementation strategy selection framework. An agent skill from shinpr/claude-code-workflows. | shinpr/ | 690 | — | ~2.6k | Automated safety check: Pass | MIT | 6 days ago |
| 9 | Proposes repository-specific quality policy for implementation and review and, after confirmation, creates or updates docs/project-context/quality.yaml. | shinpr/ | 690 | — | ~1.1k | Automated safety check: Pass | MIT | 6 days ago |
| 10 | Defines React environment, component architecture, state/data flow, build verification, and frontend non-functional criteria from repository evidence. | shinpr/ | 232 | — | ~1.9k | Automated safety check: Notes | MIT | 3 days ago |
| 11 | Guides subagent coordination through implementation workflows. | shinpr/ | 690 | — | ~9.3k | Automated safety check: Pass | MIT | 6 days ago |
| 12 | Applies React/TypeScript type safety, component design, and state management rules. | shinpr/ | 232 | — | ~1.7k | Automated safety check: Pass | MIT | 3 days ago |
| 13 | Selects implementation strategy (vertical slice, horizontal, or hybrid) with risk assessment. | shinpr/ | 232 | — | ~3.2k | Automated safety check: Pass | MIT | 3 days ago |
| 14 | Language-agnostic coding principles for maintainability, readability, and quality. | shinpr/ | 690 | — | ~2.4k | Automated safety check: Pass | MIT | 6 days ago |
| 15 | Coordinates subagents through scale-based planning, approval, implementation, verification, and escalation flows. | shinpr/ | 232 | — | ~8k | Automated safety check: Pass | MIT | 3 days ago |
| 16 | Determines which of PRD, ADR, UI Spec, Design Doc, and Work Plan a change requires, and where each is stored. | shinpr/ | 690 | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 17 | Applies type safety and error handling rules. An agent skill from shinpr/ai-coding-project-boilerplate. | shinpr/ | 232 | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 18 | Records where resources outside the repository live (design source, design system, API schema, IaC source, secret store) and how design, implementation, and verification reach them. | shinpr/ | 690 | — | ~1.1k | Automated safety check: Pass | MIT | 6 days ago |
| 19 | Separates the outcome a change must produce from the requirements proposed to reach it, records what the user excluded, and bands cost from structure. | shinpr/ | 690 | — | ~1.5k | Automated safety check: Pass | MIT | 6 days ago |
| 20 | Detects code smells, anti-patterns, and readability issues. An agent skill from shinpr/ai-coding-project-boilerplate. | shinpr/ | 232 | — | ~3.8k | Automated safety check: Notes | MIT | 3 days ago |
| 21 | Determines which PRD, ADR, UI Spec, Design Doc, and Work Plan a change requires and where each is stored. | shinpr/ | 232 | — | ~1.6k | Automated safety check: Pass | MIT | 3 days ago |
| 22 | Clarifies inputs, outputs, success criteria, decisions, and unresolved conditions so downstream consumers can execute without guessing. | shinpr/ | 690 | — | ~1.4k | Automated safety check: Pass | MIT | 6 days ago |
| 23 | Designs frontend tests using the repository's configured React test and browser harnesses, including RTL, MSW, Vitest, and Playwright when present. | shinpr/ | 232 | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 24 | Execute from codebase-scoped analysis through optional ADR decisions to complete Design Doc approval | shinpr/ | 690 | — | ~2.3k | Automated safety check: Pass | MIT | 6 days ago |
| 25 | 受け入れ済みの振る舞いを観測可能な境界で証明する、最小限の統合/E2Eテストセットを選定・設計する。E2Eテストまたは統合テストの作成・レビュー時に使用。 | shinpr/ | 232 | — | ~1.6k | Automated safety check: Pass | MIT | 3 days ago |
| 26 | Investigate problem, verify findings, and derive solutions. An agent skill from shinpr/claude-code-workflows. | shinpr/ | 690 | — | ~2.7k | Automated safety check: Pass | MIT | 6 days ago |
| 27 | Adjust an already-implemented UI in-session with verification against the design source | shinpr/ | 690 | — | ~2.7k | Automated safety check: Pass | MIT | 6 days ago |
| 28 | Execute from repository evidence through applicable UI Spec and optional ADR decisions to complete frontend Design Doc approval | shinpr/ | 690 | — | ~3.1k | Automated safety check: Pass | MIT | 6 days ago |
| 29 | Create frontend work plan from design document and obtain plan approval | shinpr/ | 690 | — | ~1.4k | Automated safety check: Pass | MIT | 6 days ago |
| 30 | Reviews completed frontend implementation for governing-source compliance, scope economy, repository quality, and security, then applies user-approved React corrections. | shinpr/ | 690 | — | ~3.5k | Automated safety check: Pass | MIT | 6 days ago |
| 31 | Orchestrate full-cycle implementation across backend and frontend layers | shinpr/ | 690 | — | ~2.8k | Automated safety check: Pass | MIT | 6 days ago |
| 32 | 32.Recipe Plan Create work plan from design document and obtain plan approval | shinpr/ | 690 | — | ~1.3k | Automated safety check: Pass | MIT | 6 days ago |
| 33 | Generate PRD and Design Docs from existing codebase through discovery, generation, verification, and review workflow | shinpr/ | 690 | — | ~4k | Automated safety check: Pass | MIT | 6 days ago |
| 34 | Reviews completed implementation for governing-source compliance, scope economy, repository quality, and security, then applies user-approved corrections. | shinpr/ | 690 | — | ~3.4k | Automated safety check: Pass | MIT | 6 days ago |
| 35 | Update existing design documents (Design Doc / PRD / ADR) with review | shinpr/ | 690 | — | ~2.4k | Automated safety check: Pass | MIT | 6 days ago |
| 36 | Implements React/TypeScript unit, integration, and browser E2E tests with the repository's configured runner, mocks, setup, and browser harness. | shinpr/ | 690 | — | ~317 | Automated safety check: Pass | MIT | 6 days ago |
| 37 | Language-agnostic testing principles including TDD, test quality, coverage standards, and test design patterns. | shinpr/ | 690 | — | ~1.1k | Automated safety check: Pass | MIT | 6 days ago |
| 38 | React/TypeScript frontend development rules including type safety, component design, state management, and error handling. | shinpr/ | 690 | — | ~1.8k | Automated safety check: Pass | MIT | 6 days ago |
| 39 | 选择并设计能在可观测边界证明已接受行为的最小集成/E2E 测试集。用于编写或评审 E2E 或集成测试时. An agent skill from shinpr/ai-coding-project-boilerplate. | shinpr/ | 232 | — | ~1.4k | Automated safety check: Pass | MIT | 3 days ago |
| 40 | Add integration/E2E tests to existing codebase using Design Docs | shinpr/ | 690 | — | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 41 | 41.Recipe Build Execute materialized task files in autonomous execution mode | shinpr/ | 690 | — | ~2.6k | Automated safety check: Pass | MIT | 6 days ago |
| 42 | Execute materialized frontend task files in autonomous execution mode | shinpr/ | 690 | — | ~2.6k | Automated safety check: Pass | MIT | 6 days ago |
| 43 | Execute materialized fullstack task files with layer-aware agent routing | shinpr/ | 690 | — | ~2.7k | Automated safety check: Pass | MIT | 6 days ago |
| 44 | Orchestrate the complete implementation lifecycle from requirements to deployment | shinpr/ | 690 | — | ~2.6k | Automated safety check: Pass | MIT | 6 days ago |
| 45 | Separates the outcome a change must produce from the requirements proposed to reach it, records what the user excluded, and bands cost from structure. | shinpr/ | 232 | — | ~1.2k | Automated safety check: Pass | MIT | 3 days ago |
| 46 | 規模に応じた計画、承認、実装、検証、エスカレーションのフローでサブエージェントを調整。サブエージェントへの作業振り分け、承認済み作業計画の実行、自律実行の再開時に使用。 | shinpr/ | 232 | — | ~4.6k | Automated safety check: Pass | MIT | 3 days ago |
| 47 | リポジトリの根拠に基づき、Reactの環境、コンポーネントアーキテクチャ、状態・データフロー、ビルド検証、フロントエンドの非機能基準を定義。Reactフロントエンド、そのビルド、ランタイム境界の設定・設計時に使用。 | shinpr/ | 232 | — | ~1.1k | Automated safety check: Notes | MIT | 3 days ago |
| 48 | 根据仓库依据定义 React 环境、组件架构、状态/数据流、构建验证以及前端非功能性标准。用于配置或设计 React 前端及其构建、运行时边界时使用。 | shinpr/ | 232 | — | ~917 | Automated safety check: Notes | MIT | 3 days ago |
Questions, answered from the data.
What is the best skill by shinpr?
MCP Local RAG from shinpr/mcp-local-rag ranks first of the 74 skills by shinpr listed here, with the highest score: its repository has 407 GitHub stars, its SKILL.md loads about 4.4k tokens and it passes the automated safety check with no findings. Next come Integration E2E Testing and Image Generation.
Are shinpr's skills official?
None yet. All 74 skills by shinpr listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.