ReAct Prompting
by AaaS · open-source · Last verified 2026-03-01
Implements the Reasoning + Acting (ReAct) paradigm where LLMs alternate between thinking steps and action steps. The model reasons about what to do next, takes an action (like searching or computing), observes the result, and continues reasoning until the task is complete.
https://aaas.blog/skill/react-prompting ↗B
B—Above Average
Adoption: B+Quality: AFreshness: ACitations: B+Engagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- thought-action-loops, observation-integration, dynamic-tool-selection, iterative-refinement
- Integrations
- langchain, llama-index
- Use Cases
- agentic-workflows, research-tasks, multi-step-problem-solving, interactive-qa
- API Available
- No
- Difficulty
- intermediate
- Prerequisites
- chain-of-thought, tool-use
- Supported Agents
- claude-code, devin
- Tags
- prompting, react, reasoning, acting, agents
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
66.3Adoption
74
Quality
86
Freshness
84
Citations
78
Engagement
0