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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: When Better Models Make Old Agent Workflows Worse

Projects

๐Ÿ›  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
  • grok-workflows - Run claude-code-workflows on Grok with a small runtime-mapping skill: plugin install, ready to go
  • galley - Local orchestration runtime for supervised Claude Code, Codex, Grok, and GLM task execution that keeps work in git and 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, with discovery context that 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

๐Ÿ”Œ 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 that auto-refines your prompt for higher quality output
  • sub-agents-mcp - MCP server that adds sub-agent capabilities to any MCP-compatible tool

๐Ÿงฐ Utilities

  • github-profile-stats - Zero-runtime-dependency GitHub Action for repository-owned SVG profile cards with full-year contributions and public metrics
  • metronome - Claude Code plugin that catches shortcut-taking behavior and keeps Claude working step by step
  • pr-review-skill - Claude Code/Codex plugin for reviewing GitHub PRs. Externalizes review criteria as repo-derived context, then converges divergent findings into one structured result
  • 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 task-executor skills: mix Codex, Claude, OpenCode, Grok, GLM, and Gemini per task

๐Ÿ“‹ Awesome Lists

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

GitHub Stats

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

    Development workflows for Claude Code that keep broad exploration focused on the outcome you approved.

    JavaScript 668 102

  2. codex-workflows codex-workflows Public

    Development workflows for Codex that keep technical rigor and edge-case handling from becoming product overengineering.

    JavaScript 32 4

  3. galley galley Public

    You pick the model per task, with review, evidence, and a PR at the end.

    Go 17 1

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

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

    Python 80 12

  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 369 68

  6. mcp-image mcp-image Public

    MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Supports Nano Banana (Gemini), OpenAI GPT Image, and BytePlus Seedream.

    TypeScript 153 29


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