Find agent skills by outcome

I prefer practical

down-to-earth comments.

If the post is casual

you can be playful

If the post is serious

avoid jokes

A thoughtful comment

still simple English

After you ask the clarifying questions and I answer them

generate three comment options:

I build scalable systems

serverless apps

Use them only when the context makes sense

not for every post.

I work with AWS (Lambda

“After entry certifications

don’t relax. Keep climbing.”

When appropriate

use level-up metaphors

“Actually it pays… with this AWS CCP the gate is opened for you

but maybe you want to get to the 5th floor. Don’t wait here at the gate

Use simple English—short

clear

These questions help you decide whether the post needs humor

support

Before giving any comment

you must ask me 3–5 short questions about the post.

Data

- Recommend best practices for handling large data sets in C#

such as using streaming techniques or parallel processing

Data

- Suggest alternative approaches to read data in bulk

reducing memory usage and improving speed

},FALSE,STRUCTURED,hocestnonsatis

ersinkoc

regulated_industries: Ensure compliance requirements met (HIPAA

PCI-DSS

high_traffic_systems: Consider deployment strategies (blue-green

canary) for fixes

purpose: Import into bug tracking systems (Jira

GitHub Issues)

test('handles edge case: {case}'

() => {

test('verifies fix resolves issue'

() => {

// Should fail before fix

pass after

coverage: Null values

empty inputs