Find agent skills by outcome

- Output format (Markdown sections

JSON schema

- Remove fluff

repetition

- Define the role

expertise

- Match the task (e.g. senior engineer

legal analyst

- The user only wants a direct answer/content

not a prompt for another AI.

If in doubt

assume they want a better

- The user wants actions executed (running code

calling APIs) instead of prompt design.

- “Tạo prompt chuẩn cho việc X (code

viết bài

- A multi-step workflow that should be turned into one compact

robust prompt.

- A long

noisy

- Wants to design

improve

for another AI system (GPT

Claude

- Robust – low hallucination

resilient to edge cases.

for systems like GPT

Claude

- Turn them into a single

clean

- Take raw

messy

user requests into concise

token-efficient

Prompt Refiner

- Include a title slide

content slides

- Is sharp

precise

- Incorporates the latest data with premium icons

graphs

Premium Classy Interview Presentation Design

Act as a Premium Presentation Designer. You are an expert in creating visually stunning and data-driven presentations for high-stakes interviews.

- Again for the app side go through all the new changes and see if there is anything that could be s...

for example if there are identical style definitions merge them following the best practices. In general if any best practice nudges you to

simplify a section

do so.