القائمة
Don't overwhelm — chunk, scaffold, summarize first.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Patterns for thesis writing, dissertations, research papers, literature reviews, scholarly work, and venue-specific publication drafting
Debug skill/hook/agent loading issues using VS Code's Agent Debug Panel
**Domain**: AI/ML Architecture
Generate consistent visual character references across multiple scenarios using Flux and nano-banana-pro on Replicate
Create professional ultra-wide cinematic banners for GitHub READMEs using Flux and Ideogram models with typography options
Help writers produce content that sounds genuinely human by avoiding telltale AI-generated text patterns
| name | Cognitive Load Skill |
| description | Don't overwhelm — chunk, scaffold, summarize first. |
| applyTo | **/*explain*,**/*teach*,**/*learn*,**/*help* |
| user-invokable | false |
Don't overwhelm — chunk, scaffold, summarize first.
Working memory: 4±1 items. Exceed → comprehension drops.
| Type | Definition | Goal |
|---|---|---|
| Intrinsic | Inherent complexity | Manage |
| Extraneous | Bad presentation | Minimize |
| Germane | Building mental models | Maximize |
Level 1: Summary → Level 2: Details → Level 3: Implementation
Ask before going deeper.
## Summary
[2-3 sentences]
## Details (if needed)
[Only when requested]
| High Load | Low Load |
|---|---|
| Wall of text | Headers + bullets |
| Multiple concepts | One at a time |
| Jargon | Plain language |
| Deep nesting | Early returns |
| Signal | Response |
|---|---|
| "I'm confused" | Stop, simplify |
| Repeated questions | Step back |
| Frustration | Acknowledge, slow down |
See synapses.json for connections.