OpenAgentSkill Registry Manifest
Skill: LLMs From Scratch
Slug: rasbt-llms-from-scratch
Category: ml-automation
Description: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Agent fit:
- Decision: 100/100 Production-ready
- Primary fit: GitHub automation
- Role: Primary pick

Supply profile:
- Track: Coding and developer agents
- Scenario: GitHub automation
- Applicable agents: Claude Code, OpenAI Agents, CLI, Codex, Cursor
- Maintenance: 14d since push
- Risk: Safe to try

Trust:
- Trust score: 92/100 Production candidate
- Audit: 93/100 Safe to try

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: rasbt
- Claim URL: https://www.openagentskill.com/skills/rasbt-llms-from-scratch#claim-this-skill

Install:
npx skills add rasbt/LLMs-from-scratch

URLs:
- Web: https://www.openagentskill.com/skills/rasbt-llms-from-scratch
- API: https://www.openagentskill.com/api/agent/skills/rasbt-llms-from-scratch
- Install API: https://www.openagentskill.com/api/skills/rasbt-llms-from-scratch/install
- Repository: https://github.com/rasbt/LLMs-from-scratch