react-loop
Installation
SKILL.md
ReAct Loop - Reason, Act, Observe
ReAct Loop implements the ReAct (Reason + Act) paradigm for solving complex problems through iterative exploration.
The core insight: Alternating between reasoning and action produces better results than either alone—reasoning guides which actions to take, and observations from actions inform better reasoning.
The Analogy: Detective Investigation
| Just Thinking | Just Acting | ReAct Loop |
|---|---|---|
| Theorize without evidence | Randomly collect evidence | Form hypothesis → Test → Update |
| Miss key clues | Waste time on irrelevant leads | Systematic, evidence-driven |
| Paralysis by analysis | Spray and pray | Balanced exploration |