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forrestchang
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Andrej Karpathy Skills
作者 forrestchang · forrestchang/andrej-karpathy-skills
A single CLAUDE.md file to improve Claude Code behavior, derived from Karpathy's observations on LLM coding pitfalls.
Andrej Karpathy Skills is a Claude skill / skill pack maintained by forrestchang. A single CLAUDE.md file to improve Claude Code behavior, derived from Karpathy's observations on LLM coding pitfalls. See README for installation and configuration: https://github.com/forrestchang/andrej-karpathy-skills
なぜ使うのか
主な機能
- A single CLAUDE.md file to improve Claude Code behavior, derived from Karpathy's observations on LLM coding pitfalls.
- See README for implementation details
- 138768+ GitHub stars at verification time
- Community project
ライブデモ
実際の動作
andrej-karpathy-skills.replay
▶ 準備完了
ユースケース
実用的な使い方： Andrej Karpathy Skills
使うタイミング： See repo README for canonical use cases.
フロー
-
Install
Install Andrej Karpathy Skills per README.✓ コピーしました
→ Tool/skill registered with client
-
Configure
Provide credentials/config as instructed.✓ コピーしました
→ Successful auth/init
-
Use
Run a sample task with Andrej Karpathy Skills.✓ コピーしました
→ Expected output
結果： You can drive the documented workflow end-to-end.
注意点
- Skipping README — Read the repo README and CHANGELOG before shipping to prod.
コストと制限
運用コスト
- APIクォータ
- None of its own; bounded by upstream provider quotas if any
- 呼び出しあたりのトークン
- Depends on usage
- 金額
- Open source — check repo LICENSE
- ヒント
- Review upstream API costs (if any) before automating.
セキュリティ
権限、シークレット、影響範囲
最小スコープ： Whatever the upstream provider requires
認証情報の保管： Env vars or local config — never commit secrets
データ送信先： Forwards data per its README
絶対に付与しない： Full admin to untrusted prompts
- Project moves fast — pin a version in production.
トラブルシューティング
よくあるエラーと対処法
Auth fails
Verify credentials and required scopes match README.
確認： Re-read repo README auth section.
Tool not found by client
Ensure MCP client config points to correct command/path.
確認： Restart the client after editing config.