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

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

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

- Is sharp

precise

- 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.

- What I want you to do is for the app side see if there is any new hardcoded string or a string tha...

if you find any fix it.

Version Review

There has been mulitple changes, improvements and new features since the last version tag 1.0.3.

effects: Realistic skin textures

natural highlights

details: Golden sand

turquoise sea

wardrobe: Purple bikini

high-heeled sandals.