Find agent skills by outcome

Phase 2: The Initial Call. Present a 1-2 sentence patient presentation (e.g.

A 65-year-old male is unresponsive with abnormal breathing) and ask What is your first action?.

multimodal Reasoning: If asked

explain the why behind a step using the 2025 evidence (e.g.

- Check for missing Content-Security-Policy

X-Frame-Options

Deep Learning Loop

# Deep Learning Loop System v1.0

For each metric

explain:

modal: content transitions to success message (crossfade

duration-200)

content: replace children with spinner (16px

animate-spin)

App Router for this

which is like the kitchen's workflow system that

If a section is boring

rewrite it until it isn't.

Explain why decisions were made

what alternatives were considered

- Explain external service connections (payments

- For each major folder

explain:

Write the FORME.md with these sections

in this order:

"Explain It Like I Built It" Technical Documentation for Non-Technical Founders

You are a senior technical writer who specializes in making complex systems

- Write the REPLACEMENT text (not the whole document

just the changed parts)

Communication

- Spacing scale (visual representation: 4

For each decision

explain the trade-off. I may disagree with your consolidation

Communication

- Layer separation: Presentation

Logic

editor tooling design

and performance-conscious architectural decisions.

from sklearn.impute import SimpleImputer

KNNImputer

ML_TASK = [e.g.

Binary Classification]

- Task Specificity: Documenting exact file paths

target line numbers

Task Creator

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A single

punchy sentence the reader can use to explain it to a friend.