Part 2: Prompts, context windows and Claude skills

Module 10 · Sun 20 Sep

System prompt behaviour set pannura hidden layer; user prompt udane venum na request. Real apps rendaiyum layer pannum. Context window-na model active ah use panna mudinja alavu - long chats full aagidum, so compaction (pazhaya context ah summarise panradhu) space free pannum. Chat infinite memory illa.

• Prompting-na adhiga words illa. Specific ah iru, filler ah cut pannu, long prompts ku delimiters/tags use pannu, long prompt oda naduvula irukuradhu "lost" aagum nu nyabagam vei (attention dilution).
• Temperature randomness ah control pannum - prompt wording ku sambandham illa.
• Claude skills reusable Markdown instruction files - un request ah skill description oda match panni pick pannum. Ovvoru skill um oru velai mattum pannaa best.

Class build - PRD system prompt: role, guardrails, tone, audience, problem, pain points, user stories, design, functional and non-functional requirements, user flow, success metrics - plus PM nijama own pannanum na sections. Voice input kkum delimiters help pannum: pesunadha sections ah restructure panna model kitta sollu.