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karpathy-skillsgstack
Quick read
- Editor's pick: karpathy-skills.
| Field | karpathy-skillsgithub.com | gstackgithub.com |
|---|---|---|
| What it is | A ~65-line CLAUDE.md built around four LLM coding failure modes Karpathy identified. Adds no tools — it changes how the agent decides: surface assumptions before coding, refuse speculative abstraction, keep diffs scoped, define a verifiable stopping condition. ~203k stars. | Garry Tan's skill bundle that turns Claude Code into a simulated engineering org — 23 agent roles (CEO, designer, engineer, QA lead) as slash commands, structured as Think → Plan → Build → Review → Test → Ship → Reflect. Includes a bundled browser for real testing and persistent cross-session knowledge. ~128k stars. |
| Category | Planning & reasoning | Planning & reasoning |
| Cost tier | free | free |
| Pricing | Free | Free · MIT |
| Why builders pick it | Cheapest quality win on the entire list. One file, no install, works alongside everything else. 'Surgical Changes' alone stops the drive-by refactors that break a working layout while fixing something unrelated. | Heavier than you probably need for a content site site, but the design review and QA gates are the useful part — work passes through review before shipping instead of being one-shot generated. |
| Watch out for | not logged | not logged |
| How to wire it up | curl -o CLAUDE.md .../main/CLAUDE.md | git clone ... ~/.claude/skills/gstack && ./setup |
| Editor's pick | Yes | No |
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# Tool comparison — karpathy-skills vs gstack Source: Kbaise, a directory of tools that work with Lovable projects. Pick one and tell me why before writing any integration code. ## karpathy-skills (karpathy-skills) - URL: https://github.com/multica-ai/andrej-karpathy-skills - Category: Planning & reasoning - Cost: free — Free - What it is: A ~65-line CLAUDE.md built around four LLM coding failure modes Karpathy identified. Adds no tools — it changes how the agent decides: surface assumptions before coding, refuse speculative abstraction, keep diffs scoped, define a verifiable stopping condition. ~203k stars. - Why builders pick it: Cheapest quality win on the entire list. One file, no install, works alongside everything else. 'Surgical Changes' alone stops the drive-by refactors that break a working layout while fixing something unrelated. - Wiring: curl -o CLAUDE.md .../main/CLAUDE.md - Full dossier: /api/public/tools/karpathy-skills ## gstack (gstack) - URL: https://github.com/garrytan/gstack - Category: Planning & reasoning - Cost: free — Free · MIT - What it is: Garry Tan's skill bundle that turns Claude Code into a simulated engineering org — 23 agent roles (CEO, designer, engineer, QA lead) as slash commands, structured as Think → Plan → Build → Review → Test → Ship → Reflect. Includes a bundled browser for real testing and persistent cross-session knowledge. ~128k stars. - Why builders pick it: Heavier than you probably need for a content site site, but the design review and QA gates are the useful part — work passes through review before shipping instead of being one-shot generated. - Wiring: git clone ... ~/.claude/skills/gstack && ./setup - Full dossier: /api/public/tools/gstack ## Quick read - Editor's pick: karpathy-skills. ## Rules 1. Prefer the free tier when no budget was stated, and say what the ceiling is. 2. Read the full dossier before integrating. 3. Fetch /api/public/models before writing any AI model ID.
Agents can fetch the same thing: GET /api/public/compare?slugs=karpathy-skills,gstack