# Knowledge Base Index ## Atoms (12) ### AI and Methodology - AI is your metacognition plug-in (atoms/ai-agent-superpower.md) — Why you must use AI - AI makes you better every day (atoms/ai-daily-progress.md) — Daily AI practice - Stop asking, start doing (atoms/stop-asking-start-doing.md) — Execute without asking ### Knowledge Management - PAA Knowledge Management Framework (atoms/paa-framework.md) — How to organize your knowledge - How to write a good atom (atoms/how-to-write-a-good-atom.md) — Atom writing standard - Filter first, analyze later (atoms/blacklist-filter-atom.md) — Blacklist before screening - Skill is not the bottleneck, orchestration is (atoms/skill-vs-orchestration.md) — Multi-agent workflows ### Analysis and Verification - Adversarial verification pattern (atoms/adversarial-verification.md) — Let AI challenge AI - Backtest lessons (atoms/backtest-lessons.md) — 3 hard lessons from quant backtesting - Tail-band strategy autopsy (atoms/tail-band-autopsy.md) — Why 85% win rate became 10% ### Learning and Reading - Incremental reading method (atoms/incremental-reading-method.md) — 5-step system to actually remember ### Trading and Quant - QMT gotchas (atoms/qmt-gotchas.md) — Top 5 traps in QMT strategy development ## Skills (1) - Content creation pipeline (skills/content-creation-pipeline.md) — From knowledge to content ## Templates (2) - Short video script (templates/short-video-script.md) - Longform article (templates/longform-article.md) ## Projects (1) - Example project (projects/example-project.md)