Find agent skills by outcome

question list for reaserch

Create a list of interview questions for researching ${topic} in ${community}.

blood grouping detection using image processing

blood grouping detection using image processing i need a complete code for this project to buil api or mini website using python

use_case: Art history dataset

style transfer model training

environmental_storytelling: The dusky city street

glowing lights

use_case: Training data for style transfer AI

art history analysis

environmental_storytelling: The interaction of shapes and colors—overlapping

intersecting

Abstract Geometric Art Prompt Inspired by Wassily Kandinsky

{

use_case: Graphic design inspiration

poster art

environmental_storytelling: The image is a visual pun on the dachshund's long body

exaggerating it to an absurd degree to create a decorative

* Point out inconsistencies in design (cards

buttons

Architecture & UI/UX Audit

Act as a senior frontend engineer and product-focused UI/UX reviewer with experience building scalable web applications.

Start every task by restating requirements

constraints

- Never rewrite

delete

- Write clear user stories

acceptance criteria

I'm a political science PhD candidate who uses R regularly but would never call myself an R person....

without ggplot2

writeLines(template

out_file)

write.csv(df

%s_clean.csv

write.csv(df

data_clean.csv

- arrows: code = 1 (head at start)

code = 2 (head at end

- nstart > 1 recommended (e.g.

nstart = 25): runs algorithm from multiple random starts

- SANN (simulated annealing): convergence code is always 0 — it never fails. maxit = total function...

no other stopping criterion.

- Self-starting models (SSlogis

SSasymp

- aov is a wrapper around lm that stores extra info for balanced ANOVA. For unbalanced designs

Type I SS (sequential) are computed — order of terms matters.

- model.matrix creates the design matrix including dummy coding. Default contrasts: contr.treatment...

contr.poly for ordered.