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.

business: Revenue

compliance

- State management: stale cache

inconsistent state transitions

- Check for missing Content-Security-Policy

X-Frame-Options

Deep Learning Loop

# Deep Learning Loop System v1.0

- Display strategy (swap

optional

For each metric

explain:

- [ ] Tables have a mobile strategy (scroll

stack

modal: content transitions to success message (crossfade

duration-200)

content: replace children with spinner (16px

animate-spin)

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

2. Layout strategy per page (scroll behavior

grid approach)

Communication

- Layer separation: Presentation

Logic

- Scene management architectures (additive loading

scene bootstrapping)

- Memory management: understanding value types vs reference types

boxing