ai-tool-picker
Skill4 starsChanged 26 days agoMITView on GitHub
Guide for choosing the right AI coding tool for the task. Use when user asks "which AI should I use", "should I use Claude or Cursor", "what's the best tool for X", or when helping decide between Claude Code, Cursor, Windsurf, VSCode + Copilot, Gemini, Grok, Codex, Qwen, or this Claude interface.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- I-Onlabs/claude-code-skillsword for word, first seen Oct 25, 2026
- mrreviewai/ai-tool-picker-skilltheir own version, first seen Jun 16, 2026
Other versions2 projects use a version of this.
Word for word · 1
- I-Onlabs/claude-code-skills★ 4100% same
Edited · 0
None found.
Wrote their own version · 1
- mrreviewai/ai-tool-picker-skill★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
Files
AI Tool Picker
Quick reference for vibecoders juggling multiple AI tools.
Decision Tree
What are you trying to do?
Writing/Editing Code in a File
→ Cursor or Windsurf (in-editor, sees your files) → Claude Code (terminal-based, good for refactors across many files)
Quick Question or Concept
→ Grok (fast, real-time info) → This Claude (if you're already here) → ChatGPT (familiar, broad knowledge)
Long Codebase or Big Context
→ Gemini (huge context window — 1M+ tokens) → Claude Code (can navigate and read files itself)
Creating Files, Docs, Diagrams, Presentations
→ This Claude (creates downloadable files, artifacts, browser control)
Debugging Error Messages
→ Paste into Cursor/Windsurf (sees your code) → Or paste into This Claude with the file
Agentic Tasks (multi-step, autonomous)
→ Claude Code (runs commands, edits files, loops until done) → Codex CLI (OpenAI's agent) → Aider (open source, git-aware)
Research + Code
→ This Claude (web search + file creation) → Gemini (good at research, massive context) → Perplexity (research-first, then code)
Image Generation / Vision
→ ChatGPT/DALL-E (image generation) → Claude (vision analysis, can see images) → Gemini (vision + generation)
Tool Profiles
| Tool | Best For | Limitations |
| Cursor | In-editor coding, tab completion, inline edits | Needs IDE open, per-file focus |
| Windsurf | Similar to Cursor, Cascade flow | Same as Cursor |
| Claude Code | Terminal agent, multi-file refactors, autonomous | Command line only |
| This Claude | Files, research, browser control, conversations | Not in your IDE |
| Gemini | Huge context (2M tokens), research | Can be verbose |
| Grok | Fast answers, real-time X/Twitter data | Less depth |
| ChatGPT/GPT-4 | Familiarity, DALL-E, plugins | Rate limits |
| Codex CLI | OpenAI's terminal agent | Newer, less mature |
| Qwen | Free/open, good at code | Less polish |
| Aider | Open source, git-integrated | Setup required |
| Copilot | VSCode integration, autocomplete | Less agentic |
Common Scenarios
"I need to refactor authentication across 20 files" → Claude Code — it can navigate, plan, and execute
"Help me understand this error in my React component" → Cursor/Windsurf — sees your code context
"Create a presentation about my project" → This Claude — makes PowerPoint files
"What's the best way to structure a Next.js app?" → Any of them, but Gemini/Claude for long explanations
"I'm stuck and don't know what's wrong" → Start with Cursor (sees your files), escalate to Claude Code if complex
"Build me a landing page from scratch" → Cursor/Windsurf for iterative coding, or This Claude for a complete artifact
"Analyze this 500-page PDF" → Gemini (massive context) or This Claude (can read PDFs)
"What's happening in the news about X?" → Grok (real-time) or This Claude (web search)
"Generate an image for my app" → ChatGPT/DALL-E, Midjourney, or dedicated image tools
Pro Tips
- Stay in one tool per task — context switching loses context
- Cursor/Windsurf for flow — stay in editor, stay in zone
- Claude Code for big jobs — let it run while you do other things
- This Claude for output — when you need actual files to download
- Gemini for massive context — paste entire repos
- Match the tool to the output — need a file? Use something that makes files
- Use MCP servers — extend Claude Code with custom tools
Model Selection Within Tools
When you can choose the model:
| Task | Best Model |
| Complex reasoning | Claude Opus, GPT-4, Gemini Pro |
| Fast iteration | Claude Sonnet, GPT-4o-mini |
| Long context | Gemini 1.5 Pro (2M tokens) |
| Cost-sensitive | Claude Haiku, GPT-4o-mini |
| Code generation | Claude Sonnet, GPT-4 |
When Tools Hit Limits
| Problem | Solution |
| Cursor slowing down | Break into smaller files/tasks |
| Claude Code looping | Be more specific, or take over manually |
| Context too long | Summarize, or switch to Gemini |
| Rate limited | Switch tools temporarily |
| AI hallucinates | Ask for sources, or verify with another AI |
| Need real-time data | Use Grok or Claude with web search |
| Tool doesn't support feature | Chain tools — generate in one, edit in another |
Tool Combos That Work Well
- Research → Implement: This Claude (research + plan) → Cursor (code it)
- Prototype → Polish: This Claude (quick artifact) → Cursor (refine)
- Debug → Fix: Paste error in Claude → Apply fix in Cursor
- Big Refactor: Claude Code (autonomous) → Cursor (review/tweak)
- Learn → Build: Gemini (explain concepts) → Cursor (practice)
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Now do this for your own.
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