hz-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 lidekahdjdhdhsjjs-lang/hz-proactive-agentGrade Good — 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 definition contains a 'prompt poisoning' signal, but the evidence ('ignore previous instructions') appears to be a generic example or warning within the documentation, not an active instruction for the agent to execute. The external URL reference is a social media link for the author, not an API endpoint for data exfiltration. No evidence of credential harvesting, hidden instructions, or obfuscation was found.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
An AI assistant for busy professionals that anticipates scheduling conflicts, drafts emails based on past preferences, and proactively suggests meeting agendas. It uses the WAL Protocol to capture details like preferred meeting times and client names, ensuring continuity across sessions.
A proactive customer service agent that monitors support tickets, identifies recurring issues, and suggests solutions before escalation. It leverages the Working Buffer to log interactions and autonomously crons to check for unresolved cases, improving response times.
An AI tool for content teams that anticipates editorial needs, drafts articles based on trending topics, and proactively schedules social media posts. It uses reverse prompting to surface new content ideas and self-improvement guardrails to refine output quality over time.
An agent that monitors project timelines, anticipates delays by analyzing progress logs, and proactively alerts team members. It employs the Compaction Recovery feature to maintain task details after context loss and uses relentless resourcefulness to suggest alternative approaches.
A proactive system for healthcare providers that tracks patient data, anticipates follow-up needs, and schedules check-ins based on historical patterns. It uses security hardening to protect sensitive information and autonomous crons for regular health updates.
Offer the proactive agent as a cloud-based service with tiered pricing based on features like WAL Protocol access and autonomous crons. Revenue comes from monthly subscriptions targeting small businesses and enterprises seeking automation efficiency.
Sell customized deployments of the skill package to large organizations, including integration support and training. Revenue is generated through one-time licensing fees and annual maintenance contracts for updates like security hardening.
Provide professional services to help clients integrate the proactive agent into their existing workflows, leveraging features like tool migration checklists. Revenue comes from project-based fees and ongoing optimization retainer agreements.
💬 Integration Tip
Start by implementing the WAL Protocol to capture critical details in SESSION-STATE.md, ensuring data persistence before expanding to features like autonomous crons.
Scored Jun 17, 2026
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Stop waiting for prompts. Keep working.
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