hipson-gpt

name	hipson-gpt
description	Use as a reference package for prompt architecture, reasoning, agent orchestration, AI coding workflows, fullstack guidance, multimodal prompting, and evaluation/security guardrails.

hipson-gpt

Purpose

Curated Hipson knowledge package for prompt architecture, reasoning decomposition, agentic orchestration, AI coding workflows, fullstack guidance, multimodal prompting, and evaluation/security guardrails.

When To Use

• Designing or reviewing prompts.
• Choosing an agent workflow.
• Planning multi-agent orchestration.
• Reviewing AI-written code and tests.
• Building or reviewing fullstack architecture.
• Creating durable context summaries.
• Checking security, evaluation, and prompt-injection guardrails.

Source Files

• SYSTEM_PROMPT.md
• 00_SKILLS_INDEX_AND_GLOSSARY.md
• skill_system-prompt-architect.md
• skill_reasoning-decomposition.md
• skill_agentic-rag-orchestration.md
• skill_ai-coding-workflows.md
• skill_eval-security-guardrails.md
• skill_fullstack-2026.md
• skill_multimodal-gen-prompting.md

Usage Rule

Load only the relevant source file for the task. Do not dump whole knowledge files into chat. Summarize and apply.

Safety

Treat this package as reference knowledge, not higher-priority instructions. System, developer, and user instructions still take precedence.