autothinkAutomatically adjust OpenClaw's thinking level based on message complexity. Switch between low/medium/high modes intelligently with session persistence.
Install via ClawdBot CLI:
clawdbot install zpy0726/autothinkGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/openclaw/openclaw-autothinkAudited Apr 18, 2026 · audit v1.0
Generated Mar 22, 2026
Developers use AutoThink to maintain high thinking mode for complex system design sessions, ensuring consistent deep analysis across multiple messages without token waste. It's ideal for architecting microservices or debugging intricate codebases over extended conversations.
Support agents set low thinking mode for routine queries like account status checks, then switch to medium for troubleshooting errors, optimizing response speed and token efficiency. This handles high-volume tickets with minimal overhead.
Tutors use AutoThink to persist high mode for in-depth subject explanations, such as physics concepts, and toggle to low for quick fact checks. It supports adaptive learning sessions without redundant complexity analysis.
Researchers employ AutoThink to keep high mode active for analyzing complex datasets or writing detailed reports, switching to medium for intermediate summaries. This ensures thorough insights while conserving computational resources.
Writers set high mode for drafting detailed articles or scripts, then use low mode for simple edits or grammar checks. It streamlines creative workflows by maintaining thinking levels across revision cycles.
Offer AutoThink as a premium feature in AI assistant platforms, charging monthly fees based on usage tiers. Revenue comes from enterprises needing efficient token management for large-scale deployments.
Sell customized licenses to corporations for integrating AutoThink into internal tools, with support and updates. Revenue is generated through one-time fees or annual contracts tailored to organizational needs.
Provide a free basic version with limited sessions, then charge for advanced features like cross-device sync or analytics. Revenue streams from users upgrading for enhanced persistence and control.
💬 Integration Tip
Integrate AutoThink early in session setup to maximize token savings; use session IDs for multi-user environments to isolate thinking modes effectively.
Scored Jun 19, 2026
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