openclaw-context-optimizerIntelligently compresses and optimizes context to reduce token usage by 40-60%, using deduplication, pruning, summarization, and adaptive learning.
Install via ClawdBot CLI:
clawdbot install atlaspa/openclaw-context-optimizerGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → http://localhost:9092/api/x402/verifyPotentially destructive shell commands in tool definitions
exec(Calls external URL not in known-safe list
https://github.com/AtlasPA/openclaw-context-optimizerAI Analysis
The skill sends data to an undocumented local endpoint (localhost:9092) for payment verification, which could be a data sink, and uses exec() for shell commands, creating potential for unsafe operations. While the external GitHub URL is likely benign for updates, the combination of local data transmission and shell execution warrants caution.
Generated Mar 1, 2026
Reduces token costs for long customer support conversations by removing repeated issue details and summarizing resolutions. Ideal for companies using AI agents to handle support tickets, saving on API usage while maintaining context accuracy.
Compresses lengthy technical discussions and documentation in software development workflows. Helps developers reduce token usage when sharing code reviews or project updates, focusing on key changes and summaries.
Optimizes context from marketing data and campaign reports by deduplicating metrics and pruning irrelevant details. Enables marketing teams to analyze trends efficiently without excessive token costs in AI-driven analytics.
Summarizes and prunes redundant information in legal documents and case discussions. Assists law firms in using AI for document analysis, cutting token expenses while preserving critical legal context.
Compresses educational materials and student interactions in e-learning platforms. Helps educators and institutions reduce costs when generating or analyzing course content with AI, focusing on essential learning points.
Offers a free tier with daily compression limits and a Pro tier for unlimited usage at 0.5 USDT/month. Targets users with high token usage who can achieve ROI through savings, encouraging upgrades based on cost-benefit analysis.
Enables AI agents to autonomously pay for Pro tier via x402 payments when savings exceed costs. Creates a self-sustaining ecosystem where agents optimize their own expenses, driving adoption in automated workflows.
Provides custom compression rules and advanced analytics for large organizations with high-volume AI usage. Targets industries like customer service or software development, offering tailored solutions for team deployments.
💬 Integration Tip
Install alongside OpenClaw Memory System for enhanced learning and up to 70% savings, and use the dashboard to monitor ROI and adjust strategies based on usage patterns.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
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