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Achievement: Pull Sharkx4Achievement: Starstruckx2Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: YOLO

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shinpr/README.md

shinpr

About

Deep expertise in agentic coding and the LLM ecosystem.

Building workflow tools and utilities through hands-on agentic development - fully delegating to coding agents, addressing real-world challenges as they arise, and transforming those insights into practical solutions. Also working on AI-native workflows beyond software development.

Through ongoing personal projects, delivering tools grounded in actual practice rather than speculation.

Sharing learnings through writing.

Latest: What Makes Development AI-Native?

Projects

🛠 Agentic Development Frameworks

  • claude-code-workflows - End-to-end dev workflows for Claude Code — plugin install, ready to go
  • codex-workflows - End-to-end dev workflows for Codex CLI — npx install, ready to go
  • galley - Local orchestration runtime for supervised Claude Code/Codex task execution — keeps work in git, records evidence for review
  • ai-coding-project-boilerplate - Agentic coding starter kit for TypeScript with sub-agents, skills, and context engineering
  • claude-code-discover - Claude Code plugin for figuring out what's worth building — discovery context lives in your repo
  • linear-prism - Decompose requirements into Linear tasks via Claude Code/Codex — validates before decomposing, registers with dependencies
  • nautilus - Product discovery for Cursor — hypotheses to PRDs, prototypes via v0/Lovable

🔌 MCP Servers

  • mcp-local-rag - Fully local RAG server for semantic + keyword search on code and docs
  • mcp-image - MCP server for Nano Banana image generation — auto-refines your prompt for higher quality output
  • sub-agents-mcp - MCP server that adds sub-agent capabilities to any MCP-compatible tool

🧰 Utilities

  • metronome - Claude Code plugin that catches shortcut-taking behavior and keeps Claude working step by step
  • rashomon - Claude Code plugin for prompt and skill optimization — A/B comparison with evidence, not vibes
  • sub-agents-skills - Cross-LLM sub-agents as portable skill files — mix Codex, Claude, Gemini per task

📋 Awesome Lists

  • awesome-codex-workflows - Opinionated list of Codex workflow repos where the design is visible in code and config

Tech Stack

Languages

TypeScript C# Go PHP

AI & Automation

Claude ChatGPT Gemini MCP

Development Tools

Claude Code Codex Cursor VS Code

Stats Activity
GitHub Stats

Twitter/X Dev.to

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  1. claude-code-workflows claude-code-workflows Public

    Production-ready development workflows for Claude Code, powered by specialized AI agents.

    JavaScript 355 62

  2. codex-workflows codex-workflows Public

    Structured agentic coding workflows for OpenAI Codex CLI with specialized AI subagents, planning, and quality gates.

    JavaScript 11 4

  3. galley galley Public

    Local-first orchestration runtime for supervised AI-assisted repository automation.

    Go 1

  4. sub-agents-skills sub-agents-skills Public

    Cross-LLM sub-agent orchestration as an Agent Skills. Route tasks to Codex, Claude Code, Cursor, or Gemini from any compatible tool.

    Python 28 4

  5. mcp-local-rag mcp-local-rag Public

    Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

    TypeScript 261 51

  6. mcp-image mcp-image Public

    MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.

    TypeScript 110 19