{"slug": "how-i-architected-84-custom-skills-for-claude-code-to-automate-my-daily", "title": "How I Architected 84 Custom Skills for Claude Code to Automate My Daily Engineering", "summary": "An AI Product Manager and Full-Stack AI Engineer at a B2B SaaS platform has architected 84 custom skills for Anthropic's Claude Code to automate daily engineering tasks. The modular skill architecture partitions engineering knowledge into isolated, self-contained domain skills stored in ~/.claude/skills/, addressing issues like context window degradation and token bloat from monolithic prompts. The system dynamically injects only the relevant skill into active memory when Claude detects a specific domain.", "body_md": "I've been using Anthropic's **Claude Code** and autonomous coding agents in production daily as an AI Product Manager & Full-Stack AI Engineer at a B2B SaaS platform.\n\nLike many engineers, my initial workflow consisted of pasting massive, 50-line system prompts into every new session:\n\nThis approach quickly broke down. Monolithic prompts lead to **context window degradation**, token bloat, and subtle hallucinations where the LLM forgets critical constraints halfway through a refactor.\n\nTo solve this, I designed a **Modular Skill Architecture**. Today, I want to break down how it works, the anatomy of a skill file, and how you can implement this in your own projects.\n\nInstead of loading all domain rules at once, we partition our engineering knowledge into isolated, self-contained **Domain Skills** stored in `~/.claude/skills/`\n\n(or `~/.gemini/config/skills/`\n\n).\n\nEach skill contains:\n\nWhen Claude detects you are tackling a specific domain (e.g., writing unit tests or debugging an agent), it dynamically indexes and injects only the necessary skill into active memory.", "url": "https://wpnews.pro/news/how-i-architected-84-custom-skills-for-claude-code-to-automate-my-daily", "canonical_source": "https://dev.to/yevhen_shaforostov_5a73a4/how-i-architected-84-custom-skills-for-claude-code-to-automate-my-daily-engineering-3fap", "published_at": "2026-08-28 22:28:35+00:00", "updated_at": "2026-08-28 23:18:05.703716+00:00", "lang": "en", "topics": ["developer-tools", "ai-agents", "ai-tools", "large-language-models"], "entities": ["Anthropic", "Claude Code"], "alternates": {"html": "https://wpnews.pro/news/how-i-architected-84-custom-skills-for-claude-code-to-automate-my-daily", "markdown": "https://wpnews.pro/news/how-i-architected-84-custom-skills-for-claude-code-to-automate-my-daily.md", "text": "https://wpnews.pro/news/how-i-architected-84-custom-skills-for-claude-code-to-automate-my-daily.txt", "jsonld": "https://wpnews.pro/news/how-i-architected-84-custom-skills-for-claude-code-to-automate-my-daily.jsonld"}}