prompt-engineering-apex
CommunityStandard prompts for reliable LLM agent outputs.
Authorfratilanico
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Use when writing prompts for Claude or any LLM, when agent outputs are inconsistent or low quality, when structuring system prompts for APEX OS agents, or when implementing CoT/ToT reasoning patterns. Triggers on: prompt design, system prompt, instruction engineering, output quality, JSON schema enforcement.
Core Features & Use Cases
- Seven-component prompt anatomy from HandsOnLLM Ch.6. Every high-stakes agent prompt in APEX OS uses this structure. Deviating = degraded output.
- CoT/ToT pattern guidance: Zero-shot CoT, Structured CoT, Tree-of-Thought, and anti-patterns to avoid.
- APEX OS first-class prompts define format, guardrails, and reasoning activators to ensure reliable automation.
Quick Start
Create a seven-component system prompt template that stabilizes LLM outputs for an APEX OS agent and demonstrates CoT/ToT reasoning patterns.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: prompt-engineering-apex Download link: https://github.com/fratilanico/apex-os-bad-boy/archive/main.zip#prompt-engineering-apex Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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