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claude-code-prompt-optimization

by Jamie-BitFlight

Optimize CLAUDE.md files and Skills for Claude Code CLI. Use when reviewing, creating, or improving system prompts, CLAUDE.md configurations, or Skill files. Transforms negative instructions into positive patterns following Anthropic's official best practices.

Installation

Pick a client and clone the repository into its skills directory.

Installation

Quick info

Author
Jamie-BitFlight
Category
Data Science
Views
124
GitHub repo

About this skill

Optimize CLAUDE.md files and Skills for Claude Code CLI. Use when reviewing, creating, or improving system prompts, CLAUDE.md configurations, or Skill files. Transforms negative instructions into positive patterns following Anthropic's official best practices.

How to use

  1. Zainstaluj skill z repozytorium Jamie-BitFlight, klonując projekt lub dodając go do swoich Skills dla Claude Code CLI. 2. Otwórz plik CLAUDE.md, konfigurację Skills lub system prompt, który chcesz zoptymalizować. 3. Uruchom skill na wybranym pliku — narzędzie przeskanuje instrukcje i zidentyfikuje sformułowania negatywne (takie jak "nigdy", "nie rób", "unikaj"). 4. Przejrzyj sugestie transformacji: każda instrukcja negatywna zostanie przepisana na pozytywny wzorzec z wyjaśnieniem przyczyny (np. zamiast "Nigdy nie używaj X" otrzymasz "Używaj Y, ponieważ..."). 5. Zastosuj rekomendacje do swojego promptu, zamieniając ogólne sformułowania na konkretne (np. "Formatuj kod poprawnie" na "Używaj wcięcia 2-spacjowego dla całego kodu"). 6. Przetestuj zoptymalizowany prompt w Claude Code CLI, aby sprawdzić, czy model lepiej rozumie instrukcje i generuje bardziej spójne wyniki.

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