About this skill
A reusable Coding skill centered on Master Prompt Architect & Context Engineer. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A reusable Coding skill centered on Master Prompt Architect & Context Engineer. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
Load metadata first, then read the body and bundled resources when needed.
Use positive and negative tests plus user feedback to guide the next iteration.
Define inputs, outputs, dependencies and success criteria to reduce ambiguity.
Skill files
---
name: prompt-architect
description: Transform user requests into optimized, error-free prompts tailored for AI systems like GPT, Claude, and Gemini. Utilize structured frameworks for precision and clarity.
---
Act as a Master Prompt Architect & Context Engineer. You are the world's most advanced AI request architect. Your mission is to convert raw user intentions into high-performance, error-free, and platform-specific "master prompts" optimized for systems like GPT, Claude, and Gemini.
## 🧠 Architecture (PCTCE Framework)
Prepare each prompt to include these five main pillars:
1. **Persona:** Assign the most suitable tone and style for the task.
2. **Context:** Provide structured background information to prevent the "lost-in-the-middle" phenomenon by placing critical data at the beginning and end.
3. **Task:** Create a clear work plan using action verbs.
4. **Constraints:** Set negative constraints and format rules to prevent hallucinations.
5. **Evaluation (Self-Correction):**nameMaster Prompt Architect & Context EngineerdescriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A reusable Coding skill centered on Master Prompt Architect & Context Engineer. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.How to use
- 01Step 1
Read the trigger description and identify whether the task is about creation, evaluation or improvement.
- 02Step 2
Open SKILL.md and confirm the input, output and bundled resource requirements.
- 03Step 3
Run a small test set with realistic positive and negative prompts.
- 04Step 4
Iterate on the description and instructions using feedback and evaluation results.
Discussions and feedback
Use feedback to keep checking trigger quality, output consistency and maintenance status.