my-proactive-agentTransform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autono...
Install via ClawdBot CLI:
clawdbot install liujiang817/my-proactive-agentGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"ignore previous instructions"Calls external URL not in known-safe list
https://x.com/halthelobsterAI Analysis
The skill contains a 'prompt poisoning' signal with the phrase 'ignore previous instructions', which is a common red flag for attempting to override system behavior, but this appears in a documentation context describing adversarial patterns rather than active malicious code. The external URL reference is a public social media profile consistent with the author attribution and does not indicate active data exfiltration.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
A content creator uses the agent to anticipate trending topics and draft outlines based on their style preferences stored in USER.md. The WAL Protocol captures real-time feedback on drafts, while autonomous crons schedule proactive check-ins for content calendar updates.
In a SaaS company, the agent monitors user interactions via SESSION-STATE.md to predict common issues and suggest solutions before tickets escalate. It uses relentless resourcefulness to search unified sources for answers, reducing support response times.
A healthcare provider deploys the agent to track patient data from daily logs in memory/, anticipating needs like medication reminders or follow-up appointments. Security hardening prevents context leakage, and compaction recovery ensures data integrity after system resets.
A financial advisor uses the agent to proactively analyze market trends and client goals from SOUL.md, suggesting investment adjustments. The Working Buffer Protocol captures every exchange during volatile periods, while self-improvement guardrails prevent risky recommendations.
An e-learning platform integrates the agent to anticipate student knowledge gaps based on past sessions in MEMORY.md. It reverse prompts with practice questions and uses autonomous crons for periodic progress reviews, enhancing personalized learning paths.
Offer the proactive agent as a cloud service with tiered subscriptions for different feature sets like WAL Protocol and autonomous crons. Revenue comes from monthly or annual fees, with upsells for advanced security hardening and support.
Sell customized licenses to large organizations for integrating the agent into existing workflows, such as customer support or internal monitoring. Revenue includes one-time setup fees and ongoing maintenance contracts for updates like tool migration.
Provide expert services to help businesses deploy and optimize the proactive agent, including training on core philosophy and architecture. Revenue is generated through project-based fees and follow-up support for scenarios like healthcare or finance.
💬 Integration Tip
Start by copying assets like ONBOARDING.md to your workspace and run the security audit script to ensure safe deployment before enabling advanced features like WAL Protocol.
Scored Jun 17, 2026
Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.
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Proactive security monitoring, threat scanning, and auto-remediation for OpenClaw deployments
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